Professor Brian Lovell
Professor
School of Electrical Engineering and Computer Science
+61 7 336 54134
Researcher biography
Brian C. Lovell, born in Brisbane, Australia in 1960, received his BE in Electrical Engineering (Honours I) in 1982, BSc in Computer Science in 1983, and PhD in Signal Processing in 1991, all from the University of Queensland (UQ). Currently, he is the Project Leader of the Advanced Surveillance Group at UQ. Professor Lovell served as the President of the International Association of Pattern Recognition from 2008 to 2010, is a Senior Member of the IEEE, a Fellow of the IEAust, Fellow of the Asia-Pacific AI Association, and has been a voting member for Australia on the Governing Board of the International Association for Pattern Recognition since 1998.
He is an Honorary Professor at IIT Guwahati, India; an Associate Editor of the Pattern Recognition Journal; an Associate Editor-in-Chief of the Machine Learning Research Journal; a member of the IAPR TC4 on Biometrics; and a member of the Awards Committee and Education Committee of the IEEE Biometrics Council.
In addition, Professor Lovell has chaired and co-chaired numerous international conferences in the field of pattern recognition, including ICPR2008, ACPR2011, ICIP2013, ICPR2016, and ICPR2020. His Advanced Surveillance Group has collaborated with port, rail, and airport organizations, as well as several national and international agencies, to develop technology-based solutions for operational and security concerns.
His current research projects are in the fields of:
- Artificial Intelligence
- StyleGAN
- Stable Diffusion
- Deep Learning
- Biometrics
- Robust Face Recognition using Deep Learning
- Masked Face Recognition for COVID-19 Pandemic
- Adversarial Attacks on AI Systems
- Digital Pathology
- Neurofibroma Detection and Assessment
- Object Detection with Deep Learning
I am actively recruiting PhD students in Artificial Intelligence to work with my team. If you are interested and have a strong record from a good university, with a publication in a good conference such as CVPR, ICCV, ECCV, or MICCAI please send your CV to me. Full Scholarships (Tuition and Living) can be awarded within one month for truly exceptional candidates.
| Featured projects | Duration |
|---|---|
| Computer vision | |
| Digital pathology | |
| Development of ethical database for AI face research |
Publications
Book
Biswas, Sambhunath and Lovell, Brian C. (2008). Bézier and splines in image processing and machine vision. London, U.K.: Springer.
Book Chapters
Wu, Lin, Lovell, Brian C. and Wang, Yang (2019). Deep learning in person re-identification for cyber-physical surveillance systems. Deep Learning Applications for Cyber Security. (pp. 45-72) edited by Alazab, M. and Tang, M. J.. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-13057-2_3
Wiliem, Arnold and Lovell, Brian C. (2017). Solving classification problems on human epithelial type 2 cells for anti-nuclear antibodies test: traditional versus contemporary approaches. Pattern recognition and Big Data. (pp. 605-632) edited by Amita Pal and Sankar K. Pal. Singapore: World Scientific. doi: 10.1142/9789813144552_0018
Harandi, Mehrtash, Basirat, Mina and Lovell, Brian C. (2015). Coordinate coding on the riemannian manifold of symmetric positive-definite matrices for image classification. Riemannian computing in computer vision. (pp. 345-361) edited by Pavan Turaga and Anuj Srivastava. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-22957-7_16
Lovell, Brian C. and Smith, Daniel F. (2014). Secure face recognition for mobile applications. Face Recognition in Adverse Conditions. (pp. 359-386) edited by Maria de Marsico, Michele Nappi and Massimo Tistarelli. Hershey, United States: Hershey Information Science Reference. doi: 10.4018/978-1-4666-5966-7.ch017
Harandi, Mehrtash, Taheri, Javid and Lovell, Brian C. (2013). Machine learning applications in computer vision. Image processing: Concepts, methodologies, tools, and applications. (pp. 896-926) edited by Mehdi Khosrow-Pour. Hershey, PA., United States: IGI Global. doi: 10.4018/978-1-4666-3994-2.ch045
Benois-Pineau, Jenny, Lovell, Brian C. and Andrews, Robert J. (2013). Motion estimation in colour image sequences. Advanced color image processing and analysis. (pp. 377-395) edited by Christine Fernandez-Maloigne. New York, NY, United States: Springer. doi: 10.1007/978-1-4419-6190-7_11
Shirazi, Sareh, Alavi, Azadeh, Harandi, Mehrtash T. and Lovell, Brian C. (2013). Graph-embedding discriminant analysis on Riemannian manifolds for visual recognition. Graph Embedding for Pattern Analysis. (pp. 157-176) edited by Yun Fu and Yunqian Ma. New York, NY, USA: Springer. doi: 10.1007/978-1-4614-4457-2
Harandi, Mehrtash, Taheri, Javid and Lovell, Brian C. (2012). Machine learning applications in computer vision. Machine Learning Algorithms for Problem Solving in Computational Applications: Intelligent Techniques. (pp. 99-132) Hershey, Pennsylvania, USA: IGI Global. doi: 10.4018/978-1-4666-1833-6.ch007
Lovell, Brian C., Sanderson, Conrad and Shan, Ting (2010). Intelligent surveillance and pose-invariant 2D face classification. Machine interpretation of patterns: Image analysis and data mining. (pp. 207-229) edited by Rajat K. de, Deba Prasad Mandel and Ashish Ghosh. Singapore, Republic of Singapore: World Scientific. doi: 10.1142/9789814299190_0011
Sanderson, Conrad, Bigdeli, Abbas, Shan, Ting, Chen, Shaokang, Berglund, Erik and Lovell, Brian C. (2009). Intelligent CCTV for mass transport security: Challenges and opportunities for video and face processing. Progress in Computer Vision and Image Analysis. (pp. 557-573) edited by Horst Bunke, Juan José Villanueva, Gemma Sánchez and Xavier Otazu. Singapore: World Scientific. doi: 10.1142/9789812834461_0030
Lovell, Brian C., Chen, Shaokang and Shan, Ting (2008). Real-time face detection and classification for ICCTV. Encyclopedia of Data Warehousing and Mining. (pp. 1-19) edited by John Wang. Hershey, PA: Information Science Reference.
Lovell, Brian C. and Chen, Shaokang (2008). Robust Face recognition for Data Mining. Data Warehousing and Mining: Concepts, Methodologies, Tools and Applications. (pp. 3621-3629) edited by John Wang. Hershey, PA: Information Science Reference.
Madasu, Vamsi Krishna and Lovell, Brian C. (2008). An Automatic Offline Signature and Forgery Detection System. Pattern recognition technologies and applications : Recent advances. (pp. 63-89) edited by Brijesh Verma and Michael Blumenstein. Hersey, PA: Information Science Reference. doi: 10.4018/978-1-59904-807-9.ch004
Shan, Ting, Bigdeli, Abbas, Lovell, Brian C. and Chen, Shaokang (2008). Robust face recognition technique for a real-time embedded face recognition system. Pattern recognition technologies and applications : Recent advances. (pp. 188-211) edited by Brijesh Verma and Michael Blumenstein. Hershey, PA, U.S.A.: Information Science Reference. doi: 10.4018/978-1-59904-807-9.ch008
Lovell, Brian C. and Walder, Christian J. (2007). Support vector machines for business applications. Mathematical Methods for Knowledge Discovery and Data Mining. (pp. 82-100) IGI Global. doi: 10.4018/978-1-59904-528-3.ch005
Shan, T., Lovell, B.C and Chen, S. (2007). Intelligent CCTV via planetary sensor network. Sensor Networks and Configuration : Fundamentals, Standards, Platforms, and Applications. (pp. 463-484) edited by Nitaigour P. Mahalik. Berlin, Germany: Springer.
Lovell, Brian C. and Walder, Christian J. (2006). Support Vector Machines for Business Applications. Business Applications and Computational Intelligence. (pp. 267-290) edited by K. Voges and N. Pope. Hershey, PA., U.S.A.: Idea Group. doi: 10.4018/978-1-59140-702-7.ch014
Lovell, Brian C. and Caelli, Terry (2005). Hidden Markov models for spatio-temporal pattern recognition. Handbook of pattern recognition and computer vision. (pp. 25-40) edited by C. H. Chen and P. S. P. Wang. Singapore: World Scientific Publications. doi: 10.1142/9789812775320_0002
Lovell, Brian C. and Chen, Shaokang (2005). Robust Face Recognition for Data Mining. Encyclopedia of Data Warehousing and Mining. (pp. 965-972) edited by Wang, John. Hershey, USA: Idea Group.
Journal Articles
Guo, Kaiyu and Lovell, Brian C. (2024). Domain-aware triplet loss in domain generalization. Computer Vision and Image Understanding, 243 103979, 103979. doi: 10.1016/j.cviu.2024.103979
Horvath, Ildiko and Lovell, Brian C. (2023). Antisunward streaming westward Sub‐Auroral Ion Drifts (SAID) developed in the postmidnight (1‐4) magnetic local time sector during 2013. Journal of Geophysical Research: Space Physics, 128 (9) e2023JA031808. doi: 10.1029/2023ja031677
Peng, Can, Zhao, Kun, Maksoud, Sam, Wang, Tianren and Lovell, Brian C. (2023). DIODE: dilatable incremental object detection. Pattern Recognition, 136 109244, 109244. doi: 10.1016/j.patcog.2022.109244
Horvath, Ildiko and Lovell, Brian C. (2023). Sub‐Auroral Ion Drifts (SAID) Developed Over the Northern Winter Hemisphere at Dawn During 2016–2017. Journal of Geophysical Research: Space Physics, 128 (4) e2022JA031228, 1-18. doi: 10.1029/2022ja031228
Horvath, Ildiko and Lovell, Brian C. (2023). Subauroral flows and associated magnetospheric and ionospheric phenomena developed during 7‐8 September 2017. Journal of Geophysical Research: Space Physics, 128 (3) e2022JA030966, 1-20. doi: 10.1029/2022ja030966
Horvath, Ildiko and Lovell, Brian C. (2023). Abnormal Sub‐Auroral Ion Drifts (ASAID) developed in various inner‐magnetosphere configurations at geomagnetically quiet times. Journal of Geophysical Research: Space Physics, 128 (1) ARTN e2022JA031004, 1-19. doi: 10.1029/2022ja031004
Horvath, Ildiko and Lovell, Brian C. (2022). Duskside sub‐auroral polarization streams (SAPS) and dawnside subauroral flows during the magnetically quiet 24 November and moderately active 25–27 November 2008. Journal of Geophysical Research: Space Physics, 127 (12) ARTN e2022JA030609. doi: 10.1029/2022ja030609
Horvath, Ildiko and Lovell, Brian C. (2022). Newly formed dawnside, duskside, and nightside subauroral flows developed during magnetically active times. Journal of Geophysical Research: Space Physics, 127 (10) e2021JA030215, 1-21. doi: 10.1029/2021ja030215
Peng, Can, Zhao, Kun, Maksoud, Sam, Li, Meng and Lovell, Brian C. (2021). SID: Incremental learning for anchor-free object detection via Selective and Inter-related Distillation. Computer Vision and Image Understanding, 210 103229, 103229. doi: 10.1016/j.cviu.2021.103229
Horvath, Ildiko and Lovell, Brian C. (2021). Investigating the coupled Magnetosphere‐Ionosphere‐Thermosphere (M‐I‐T) system’s responses to the 20 November 2003 superstorm. Journal of Geophysical Research: Space Physics, 126 (9) e2021JA029215. doi: 10.1029/2021ja029215
Horvath, Ildiko and Lovell, Brian C. (2021). Subauroral flow channel structures and auroral undulations triggered by Kelvin‐Helmholtz waves. Journal of Geophysical Research: Space Physics, 126 (6) e2021JA029144. doi: 10.1029/2021ja029144
Horvath, Ildiko and Lovell, Brian C. (2021). Magnetosphere‐ionosphere‐thermosphere (M‐I‐T) coupling leading to equatorial upward and westward drifting supersonic plasma bubble development and amplified subauroral polarization streams (SAPS) during the January 21, 2005 moderate storm. Journal of Geophysical Research: Space Physics, 126 (5) e2020JA028548. doi: 10.1029/2020ja028548
Horvath, Ildiko and Lovell, Brian C. (2021). Investigating the development of distinctive sub‐auroral flow channels during the 7‐8 November 2004 Superstorm. Journal of Geophysical Research: Space Physics, 126 (2) e2020JA027821. doi: 10.1029/2020ja027821
Horvath, Ildiko and Lovell, Brian C. (2020). Complex sub‐auroral flow channel structure formed by Double‐Peak Sub‐Auroral Ion Drifts (DSAID) and Abnormal Sub‐Auroral Ion Drifts (ASAID). Journal of Geophysical Research: Space Physics, 126 (1) e2020JA028475, 1-20. doi: 10.1029/2020ja028475
Peng, Can, Zhao, Kun and Lovell, Brian C. (2020). Faster ILOD: Incremental Learning for Object Detectors based on Faster RCNN. Pattern Recognition Letters, 140, 109-115. doi: 10.1016/j.patrec.2020.09.030
Wang, Tianren, Zhang, Teng and Lovell, Brian C. (2020). EBIT: weakly-supervised image translation with edge and boundary enhancement. Pattern Recognition Letters, 138, 534-539. doi: 10.1016/j.patrec.2020.08.025
Zhang, Teng, Liu, Liangchen, Zhao, Kun, Wiliem, Arnold, Hemson, Graham and Lovell, Brian (2020). Omni-supervised joint detection and pose estimation for wild animals. Pattern Recognition Letters, 132, 84-90. doi: 10.1016/j.patrec.2018.11.002
Horvath, Ildiko and Lovell, Brian C. (2020). Investigating magnetosphere‐ionosphere‐thermosphere (M‐I‐T) coupling occurring during the 7‐8 November 2004 superstorm. Journal of Geophysical Research: Space Physics, 125 (2). doi: 10.1029/2019ja027484
Liu, Deyin, Liang, Chengwu, Zhang, Zhiming, Qi, Lin and Lovell, Brian C. (2019). Exploring inter-instance relationships within the query set for robust image set matching. Sensors, 19 (22) 5051, 5051. doi: 10.3390/s19225051
Zhao, Kun, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2019). Convex class model on symmetric positive definite manifolds. Image and Vision Computing, 87, 57-67. doi: 10.1016/j.imavis.2019.04.005
Horvath, Ildiko and Lovell, Brian C. (2019). Abnormal subauroral ion drifts (ASAID) and Pi2s during cross-tail current disruptions observed by Polar on the magnetically quiet days of October 2003. Journal of Geophysical Research: Space Physics, 124 (7) 2019JA026725, 6097-6116. doi: 10.1029/2019ja026725
Horvath, Ildiko and Lovell, Brian C. (2019). Investigating the development of Abnormal Subauroral Ion Drifts (ASAID) during the magnetically quiet times of October 2003. Journal of Geophysical Research: Space Physics, 124 (1), 715-733. doi: 10.1029/2018JA026230
Horvath, Ildiko and Lovell, Brian C. (2018). Polar ion temperature variations during the 22 January 2012 magnetic storm. Journal of Geophysical Research: Space Physics, 123 (9), 7806-7824. doi: 10.1029/2018JA025727
Liu, Liangchen, Nie, Feiping, Wiliem, Arnold, Li, Zhihui, Zhang, Teng and Lovell, Brian C. (2018). Multi-modal joint clustering with application for unsupervised attribute discovery. IEEE Transactions On Image Processing, 27 (9), 4345-4356. doi: 10.1109/TIP.2018.2831454
Kumar, Sunil, Bhuyan, M. K., Lovell, Brian C. and Iwahori, Yuji (2018). Hierarchical uncorrelated multiview discriminant locality preserving projection for multiview facial expression recognition. Journal of Visual Communication and Image Representation, 54, 171-181. doi: 10.1016/j.jvcir.2018.04.013
Ding, Changxing, Huang, Kaiqi, Patel, Vishal M. and Lovell, Brian C. (2018). Special issue on video surveillance-oriented biometrics. Pattern Recognition Letters, 107, 1-2. doi: 10.1016/j.patrec.2018.01.017
Horvath, Ildiko and Lovell, Brian C. (2018). Polar Cap Energy Deposition Events During the 5-6 August 2011 Magnetic Storm. Journal of Geophysical Research: Space Physics, 123 (3), 2351-2369. doi: 10.1002/2017JA025102
Horvath, Ildiko and Lovell, Brian C. (2018). High-Latitude Neutral Density Structures Investigated by Utilizing Multi-Instrument Satellite Data and NRLMSISE-00 Simulations. Journal of Geophysical Research: Space Physics, 123 (2), 1663-1677. doi: 10.1002/2017JA024600
Horvath, Ildiko and Lovell, Brian C. (2018). Investigating the Development of Abnormal Subauroral Ion Drift (ASAID) and Abnormal Subauroral Polarization Stream (ASAPS) During the Magnetically Active Times of September 2003. Journal of Geophysical Research: Space Physics, 123 (2), 1566-1582. doi: 10.1002/2017JA024870
Horvath, Ildiko and Lovell, Brian C. (2018). Investigating high-latitude energy deposition events occurring during the 17 January 2005 Geomagnetic Storm. Journal of Geophysical Research: Space Physics, 123 (8), 6760-6775. doi: 10.1029/2018JA025465
Dudding-Byth, Tracy, Baxter, Anne, Holliday, Elizabeth G., Hackett, Anna, O'Donnell, Sheridan, White, Susan M., Attia, John, Brunner, Han, de Vries, Bert, Koolen, David, Kleefstra, Tjitske, Ratwatte, Seshika, Riveros, Carlos, Brain, Steve and Lovell, Brian C. (2017). Computer face-matching technology using two-dimensional photographs accurately matches the facial gestalt of unrelated individuals with the same syndromic form of intellectual disability. BMC Biotechnology, 17 (1) 90, 1-9. doi: 10.1186/s12896-017-0410-1
Horvath, Ildiko and Lovell, Brian C. (2017). Investigating the Development of Localized Neutral Density Increases During the 24 August 2005 Geomagnetic Storm. Journal of Geophysical Research: Space Physics, 122 (11), 11,765-11,783. doi: 10.1002/2017JA024362
He, Ran, Lovell, Brian C., Chellappa, Rama, Jain, Anil K. and Sun, Zhenan (2017). Special issue on ubiquitous biometrics. Pattern Recognition, 66, 1-3. doi: 10.1016/j.patcog.2017.02.002
Horvath, Ildiko and Lovell, Brian C. (2017). Investigating the polar ionosphere during the development of neutral density enhancements on 24-25 September 2000. Journal of Geophysical Research, 122 (4), 4600-4616. doi: 10.1002/2016JA023799
Horvath, Ildiko and Lovell, Brian C. (2017). Investigating the development of double-peak subauroral ion drift (DSAID). Journal of Geophysical Research: Space Physics, 122 (4), 4526-4542. doi: 10.1002/2016JA023506
Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). What is the best way for extracting meaningful attributes from pictures?. Pattern Recognition, 64, 314-326. doi: 10.1016/j.patcog.2016.10.034
Horvath, Ildiko and Lovell, Brian C. (2016). Ion temperature intensification in southern convection flow channels during the 1 October 2001 geomagnetic storm recovery phase. Journal of Geophysical Research A: Space Physics, 121 (9), 8871-8886. doi: 10.1002/2016JA023109
Harandi, Mehrtash, Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario and Wiliem, Arnold (2016). Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis. Pattern Recognition Letters, 82, 1-2. doi: 10.1016/j.patrec.2016.07.010
Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario and Wiliem, Arnold (2016). Computer aided diagnosis for anti-nuclear antibodies HEp-2 images: progress and challenges. Pattern Recognition Letters, 82, 3-11. doi: 10.1016/j.patrec.2016.06.013
Wiliem, Arnold, Vemulapalli, Raviteja and Lovell, Brian C. (2016). Explicit discriminative representation for improved classification of manifold features. Pattern Recognition Letters, 80, 121-128. doi: 10.1016/j.patrec.2016.06.006
Horvath, Ildiko and Lovell, Brian C. (2016). Polar tongue of ionization (TOI) and associated Joule heating intensification investigated during the magnetically disturbed period of 1–2 October 2001. Journal of Geophysical Research A: Space Physics, 121 (6), 5897-5913. doi: 10.1002/2015JA022283
Harandi, Mehrtash T., Hartley, Richard, Lovell, Brian and Sanderson, Conrad (2016). Sparse coding on symmetric positive definite manifolds using Bregman divergences. IEEE Transactions on Neural Networks and Learning Systems, 27 (6) 7024121, 1294-1306. doi: 10.1109/TNNLS.2014.2387383
Liu, Cheng-Lin, Lovell, Brian, Tao, Dacheng and Tistarelli, Massimo (2016). Pattern recognition, part 2. IEEE Intelligent Systems, 31 (3) 7478487, 3-5. doi: 10.1109/MIS.2016.55
Liu, Cheng-Lin, Lovell, Brian, Tao, Dacheng and Tistarelli, Massimo (2016). Pattern recognition, part 1. IEEE Intelligent Systems, 31 (2) 7435184, 6-8. doi: 10.1109/MIS.2016.41
Horvath, Ildiko and Lovell, Brian C. (2016). Structured subauroral polarization streams and related auroral undulations occurring on the storm day of 21 January 2005. Journal of Geophysical Research A: Space Physics, 121 (2), 1680-1695. doi: 10.1002/2015JA022057
Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario and Wiliem, Arnold (2016). HEp-2 staining pattern recognition at cell and specimen levels: datasets, algorithms and results. Pattern Recognition Letters, 82 (SI), 12-22. doi: 10.1016/j.patrec.2016.07.013
Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Vento, Mario and Wiliem, Arnold (2015). Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset. Artificial Intelligence in Medicine, 65 (3), 239-250. doi: 10.1016/j.artmed.2015.08.001
Zhao, Kun, Alavi, Azadeh, Wiliem, Arnold and Lovell, Brian C. (2015). Efficient clustering on Riemannian manifolds: A kernelised random projection approach. Pattern Recognition, 51, 333-345. doi: 10.1016/j.patcog.2015.09.017
Horvath, Ildiko and Lovell, Brian C. (2015). Positive and negative ionospheric storms occurring during the 15 May 2005 geomagnetic superstorm. Journal of Geophysical Research A: Space Physics, 120 (9), 7822-7837. doi: 10.1002/2015JA021206
Harandi, Mehrtash, Hartley, Richard, Shen, Chunhua, Lovell, Brian and Sanderson, Conrad (2015). Extrinsic methods for coding and dictionary learning on grassmann manifolds. International Journal of Computer Vision, 114 (2-3), 113-136. doi: 10.1007/s11263-015-0833-x
Horvath, Ildiko and Lovell, Brian C. (2015). Storm-enhanced plasma density and polar tongue of ionization development during the 15 May 2005 superstorm. Journal of Geophysical Research A: Space Physics, 120 (6), 5101-5116. doi: 10.1002/2014JA020980
Wiliem, Arnold, Hobson, Peter, Minchin, Rodney F. and Lovell, Brian C. (2015). A bag of cells approach for antinuclear antibodies HEp-2 image classification. Cytometry. Part A, 87 (6), 549-557. doi: 10.1002/cyto.a.22597
Bhuyan, M. K., MacDorman, Karl F., Kar, Mithun Kumar, Neog, Debanga Raj, Lovell, Brian C. and Gadde, Prathik (2015). Hand pose recognition from monocular images by geometrical and texture analysis. Journal of Visual Languages and Computing, 28, 39-55. doi: 10.1016/j.jvlc.2014.12.001
Bhanu, Bir, Lovell, Brian, Prati, Andrea and Qureshi, Faisal (2015). Guest editorial special issue on distributed smart sensing for mobile vision. IEEE Sensors Journal, 15 (5) 7067023, 2631-2631. doi: 10.1109/JSEN.2015.2413151
Smith, Daniel F., Wiliem, Arnold and Lovell, Brian C. (2015). Face recognition on consumer devices: reflections on replay attacks. IEEE Transactions on Information Forensics and Security, 10 (4) 7029643, 736-745. doi: 10.1109/TIFS.2015.2398819
Emami, Ali, Harandi, Mehrtash T., Dadgostar, Farhad and Lovell, Brian C. (2015). Novelty detection in human tracking based on spatiotemporal oriented energies. Pattern Recognition, 48 (3), 812-826. doi: 10.1016/j.patcog.2014.07.004
Horvath, Ildiko and Lovell, Brian C (2015). Investigating storm-enhanced density and polar tongue of ionization development during the 22 October 1999 great storm. Journal of Geophysical Research A: Space Physics, 120 (2), 1428-1444. doi: 10.1002/2014JA020598
Baktashmotlagh, Mahsa, Harandi, Mehrtash, Lovell, Brian C. and Salzmann, Mathieu (2014). Discriminative non-linear stationary subspace analysis for video classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36 (12) 6857376, 2353-2366. doi: 10.1109/TPAMI.2014.2339851
Horvath, Ildiko and Lovell, Brian C. (2014). Perturbation electric fields and disturbance currents investigated during the 25 September 1998 great storm. Journal of Geophysical Research-Space Physics, 119 (10), 8483-8498. doi: 10.1002/2014JA020480
Yang, Yan, Wiliem, Arnold, Alavi, Azadeh, Lovell, Brian C. and Hobson, Peter (2014). Visual learning and classification of human epithelial type 2 cell images through spontaneous activity patterns. Pattern Recognition, 47 (7), 2325-2337. doi: 10.1016/j.patcog.2013.10.013
Wiliem, Arnold, Sanderson, Conrad, Wong, Yongkang, Hobson, Peter, Minchin, Rodney F. and Lovell, Brian C. (2014). Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching. Pattern Recognition, 47 (7), 2315-2324. doi: 10.1016/j.patcog.2013.10.014
Faraki, Masoud, Harandi, Mehrtash T., Wiliem, Arnold and Lovell, Brian C. (2014). Fisher tensors for classifying human epithelial cells. Pattern Recognition, 47 (7), 2348-2359. doi: 10.1016/j.patcog.2013.10.011
Horvath, Ildiko and Lovell, Brian C. (2014). Large plasma density enhancements occurring in the northern polar region during the 6 April 2000 superstorm. Journal of Geophysical Research A: Space Physics, 119 (6), 4805-4818. doi: 10.1002/2014JA019917
Andersen, Stephen J., Pikaar, Ilje, Freguia, Stefano, Lovell, Brian C., Rabaey, Korneel and Rozendal, Rene A. (2013). Dynamically Adaptive Control System for Bioanodes in Serially Stacked Bioelectrochemical Systems. Environmental Science and Technology, 47 (10), 5488-5494. doi: 10.1021/es400239k
Reddy, Vikas, Sanderson, Conrad and Lovell, Brian (2013). Improved foreground detection via block-based classifier cascade with probabilistic decision integration. IEEE Transactions On Circuits And Systems For Video Technology, 23 (1) 6213100, 83-93. doi: 10.1109/TCSVT.2012.2203199
Porikli, Fatih, Bremond, Francois, Dockstader, Shiloh L., Ferryman, James, Hoogs, Anthony, Lovell, Brian C., Pankanti, Sharath, Rinner, Bernhard, Tu, Peter and Venetianer, Peter L. (2013). Video surveillance: Past, present, and now the future. IEEE Signal Processing Magazine, 30 (3) 6494685, 190-198. doi: 10.1109/MSP.2013.2241312
Horvath, Ildiko and Lovell, Brian C. (2013). Equatorial westward electrojet impacting equatorial ionization anomaly development during the 6 April 2000 superstorm. Journal of Geophysical Research A: Space Physics, 118 (11), 7398-7409. doi: 10.1002/2013JA019311
Harandi, Mehrtash T., Sanderson, Conrad, Shirazi, Sareh and Lovell, Brian C. (2013). Kernel analysis on Grassmann manifolds for action recognition. Pattern Recognition Letters, 34 (15), 1906-1915. doi: 10.1016/j.patrec.2013.01.008
Sanin, Andres, Sanderson, Conrad and Lovell, Brian C. (2012). Shadow detection: A survey and comparative evaluation of recent methods. Pattern Recognition, 45 (4), 1684-1695. doi: 10.1016/j.patcog.2011.10.001
Horvath, Ildiko and Lovell, Brian C. (2011). Storm‐enhanced plasma density (SED) features, auroral and polar plasma enhancements, and rising topside bubbles of the 31 March 2001 superstorm. Journal of Geophysical Research - Space Physics, 116 (4) A04307, Article number A04307-n/a. doi: 10.1029/2010JA015514
Chen, Shaokang, Mau, Sandra, Harandi, Mehrtash T., Sanderson, Conrad, Bigdeli, Abbas and Lovell, Brian C. (2011). Face recognition from still images to video sequences: A local-feature-based framework. EURASIP Journal on Image and Video Processing, 2011 (1) 790598, 790598.1-790598.14. doi: 10.1155/2011/790598
Reddy, Vikas, Sanderson, Conrad and Lovell, Brian C. (2011). A low-complexity algorithm for static background estimation from cluttered image sequences in surveillance contexts. EURASIP Journal on Image and Video Processing, 2011 (164956) 164956, 1-14. doi: 10.1155/2011/164956
Horvath, I and Lovell, BC (2010). Traveling ionospheric disturbances and their relations to storm-enhanced density features and plasma density irregularities in the local evening and nighttime hours of the Halloween superstorms of 29-31 October 2003. Journal of Geophysical Research A: Space Physics, 115 (9) A09327, A09327-1-A09327-16. doi: 10.1029/2009JA015125
Horvath, Ildiko and Lovell, Brian C. (2010). Storm‐enhanced plasma density features investigated during the Bastille Day Superstorm. Journal of Geophysical Research - Space Physics, 115 (A06305) A06305, 1-13. doi: 10.1029/2009JA014674
Duin, Robert P. W., Laurendeau, Denis and Lovell, Brian (2010). Award winning papers from the 19th International Conference on Pattern Recognition (ICPR). Pattern Recognition Letters, 31 (8), 649-649. doi: 10.1016/j.patrec.2010.02.002
Horvath, Ildiko and Lovell, Brian C. (2010). Large‐scale traveling ionospheric disturbances impacting equatorial ionization anomaly development in the local morning hours of the Halloween Superstorms on 29–30 October 2003. Journal of Geophysical Research - Space Physics, 115 (A04302) A04302, 1-13. doi: 10.1029/2009JA014922
Zhang, XH, Wang, HX, Smith, AWB, Ling, X, Lovell, BC and Yang, D (2010). Corner detection based on gradient correlation matrices of planar curves. Pattern Recognition, 43 (4), 1207-1223. doi: 10.1016/j.patcog.2009.10.017
Horvath, Ildiko and Lovell, Brian C. (2010). Investigating the southern daytime midlatitude trough’s relation with the daytime Weddell Sea Anomaly during equinoxes. Journal of Geophysical Research, 115 (A01302) A01302, 1-15. doi: 10.1029/2008JA014002
Horvath, Ildiko and Lovell, Brian C. (2009). Storm-enhanced plasma density features, daytime polar cap plasma enhancements, and their underlying plasma flows investigated during superstorms. Journal of Geophysical Research, 114 (11) A11304, A11304.1-A11304.15. doi: 10.1029/2009JA014465
Horvath, Ildiko and Lovell, Brian C. (2009). An investigation of the northern hemisphere midlatitude nighttime plasma density enhancements and their relations to the midlatitude nighttime trough during summer. Journal of Geophysical Research, 114 (8) A08308, A08308.1-A08308.14. doi: 10.1029/2009JA014094
Chen, Shaokang, Lovell, Brian C. and Shan, Ting (2009). Robust adapted principal component analysis for face recognition. International Journal of Pattern Recognition and Artificial Intelligence, 23 (3), 491-520. doi: 10.1142/S0218001409007284
Zhang, Xiaohong, Wang, Honxing, Hong, Mingjian, Xu, Ling, Yang, Dan and Lovell, Brian C. (2009). Robust image corner detection based on scale evolution difference of planar curves. Pattern Recognition Letters, 30 (4), 449-455. doi: 10.1016/j.patrec.2008.11.002
Horvath, Ildiko and Lovell, Brian C. (2009). Investigating the relationships among the South Atlantic Magnetic Anomaly, southern nighttime midlatitude trough, and nighttime Weddell Sea Anomaly during southern summer. Journal of Geophysical Research - Space Physics, 114 (A02306) A02306, n/a-n/a. doi: 10.1029/2008JA013719
Horvath, Ildiko and Lovell, Brian C. (2009). Distinctive plasma density features of the topside ionosphere and their electrodynamics investigated during southern winter. Journal of Geophysical Research - Space Physics, 114 (A01304) A01304, n/a-n/a. doi: 10.1029/2008JA013683
Horvath, Ildiko and Lovell, Brian C. (2008). Formation and evolution of the ionospheric plasma density shoulder and its relationship to the superfountain effects investigated during the 6 November 2001 great storm. Journal of Geophysical Research, 113 (12 Article - A12315) A12315, 1-17. doi: 10.1029/2008JA013153
Sanderson, Conrad, Bigdeli, Abbas, Shan, Ting, Chen, Shaokang, Berglund, Erik and Lovell, Brian C. (2007). Intelligent CCTV for Mass Transport Security: Challenges and Opportunities for Video and Face Processing. Electronic Letters on Computer Vision and Image Analysis, 6 (3), 30-41. doi: 10.5565/rev/elcvia.140
Masters, Ian B., Ware, Robert S., Zimmerman, Paul V., Lovell, Brian, Wootton, Richard, Francis, Paul V. and Chang, Anne B. (2006). Airway sizes and proportions in children quantified by a video-bronchoscopic technique. BMC Pulmonary Medicine, 6 (5) 5, 1-8. doi: 10.1186/1471-2466-6-5
Robinson, M., Kubik, K. and Lovell, B. (2005). A First Order Predicate Logic Formulation of the 3D Reconstruction Problem and its Solution Space. International Journal of Pattern Recognition and Artificial Intelligence, 19 (1), 45-62. doi: 10.1142/S0218001405003910
McKinnon, David N. R. and Lovell, Brian C. (2004). Tensor algebra: A combinatorial approach to the projective geometry of figures. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3322, 558-567. doi: 10.1007/978-3-540-30503-3_41
Davis, Richard I. A. and Lovell, Brian C. (2004). Comparing and Evaluating HMM Ensemble Training Algorithms Using Train and Test and Condition Number Criteria. Pattern Analysis and Applications, 6 (4), 327-335. doi: 10.1007/s10044-003-0198-6
Bamford, P and Lovell, B (1998). Unsupervised cell nucleus segmentation with active contours. Signal Processing, 71 (2), 203-213. doi: 10.1016/S0165-1684(98)00145-5
Lovell, Brian C. and Bradley, Andrew P. (1996). The Multiscale Classifier. IEEE Transactions on Pattern Analysis and Machine Intelligence, 18 (2), 124-137. doi: 10.1109/34.481538
Lovell, Brian C., Williamson, Robert C. and Boashash, Boulem (1993). The Relationship Between Instantaneous Frequency and Time-Frequency Representations. IEEE Trans. Signal Processing, 41 (3), 1458-1461. doi: 10.1109/78.205756
Kootsookos, PJ, Lovell, BC and Boashash, B (1992). A Unified Approach to the Stft, Tfds, and Instantaneous Frequency. Ieee Transactions On Signal Processing, 40 (8), 1971-1982. doi: 10.1109/78.149998
Lovell, Brian C. and Williamson, R. C. (1992). The Statistical Performance of Some Instantaneous Frequency Estimators. IEEE Transactions on Signal Processing, 40 (7), 1708-1723. doi: 10.1109/78.143443
Kootsookos, Peter J., Lovell, Brian C. and Boashash, B. (1992). A Unified Approach to the STFT, TFDs and Instantaneous Frequency. IEEE Trans. Signal Processing, 40 (8), 1971-1982.
Boashash B., Lovell B. and White L. (1988). Time-frequency analysis and pattern recognition using singular value decomposition of the Wigner-Ville distribution. Proceedings of SPIE - The International Society for Optical Engineering, 826, 104-114. doi: 10.1117/12.942021
Conference Papers
Alhammad, Sarah and Lovell, Brian C. (2023). Knowing the unknown: open-set bacteria classification in gram stain microscopic images. 2023 International Joint Conference on Neural Networks (IJCNN), Gold Coast, QLD, Australia, 18-23 June 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ijcnn54540.2023.10191073
Li, Chaoyi, Li, Meng, Peng, Can and Lovell, Brian C. (2023). Dynamic curriculum learning via in-domain uncertainty for medical image classification. MICCAI 2023: 26th International Conference, Vancouver, BC, Canada, 8-12 October 2023. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-43904-9_72
Li, Meng, Li, Chaoyi, Hobson, Peter, Jennings, Tony and Lovell, Brian C. (2022). MedViTGAN: end-to-end conditional GAN for histopathology image augmentation with vision transformers. 26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA), Montreal, Canada, 21-25 August 2022. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icpr56361.2022.9956431
Alhammad, Sarah, Zhang, Teng, Zhao, Kun, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2022). Efficient cell labelling for gram stain WSIs. 26th International Conference on Pattern Recognition (ICPR), Montreal, QC, Canada, 21-25 August 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icpr56361.2022.9956490
Peng, Can, Zhao, Kun, Wang, Tianren, Li, Meng and Lovell, Brian C. (2022). Few-Shot Class-Incremental Learning from an Open-Set Perspective. 17th European Conference on Computer Vision - ECCV 2022, Tel Aviv, Israel, 23–27 October 2022. Cham, Switzlerland: Springer Nature. doi: 10.1007/978-3-031-19806-9_22
Alhammad, Sarah, Zhao, Kun, Jennings, Anthony, Hobson, Peter, Smith, Daniel F., Baker, Brett, Staweno, Justin and Lovell, Brian C. (2021). Efficient DNN-Based Classification of Whole Slide Gram Stain Images for Microbiology. 2021 Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, QLD Australia, 29 November - 1 December 2021. Piscataway, NJ United States: IEEE. doi: 10.1109/dicta52665.2021.9647415
Yang, Siqi, Zhang, Jun, Huang, Junzhou, Lovell, Brian C. and Han, Xiao (2021). Minimizing labeling cost for nuclei instance segmentation and classification with cross-domain images and weak labels. 35th AAAI Conference on Artificial Intelligence, AAAI 2021, Virtual, 2-9 February 2021. Menlo Park, CA, United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v35i1.16150
Kurihara, Kohei, Wang, Tianren, Zhang, Teng and Lovell, Brian C. (2021). Boundary guided image translation for pose estimation from ultra-low resolution thermal sensor. 25th International Conference on Pattern Recognition (ICPR), Online, 10-15 January 2021. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR48806.2021.9412250
Li, Meng, Zhao, Kun, Peng, Can, Hobson, Peter, Jennings, Tony and Lovell, Brian C. (2021). Deep adaptive few example learning for microscopy image cell counting. 2021 Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, QLD, Australia, 29 November - 1 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/DICTA52665.2021.9647246
Wang, Tianren, Zhang, Teng and Lovell, Brian (2021). Faces à la carte: Text-to-face generation via attribute disentanglement. 2021 IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, United States, 3-8 January 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/WACV48630.2021.00342
Yang, Siqi, Wu, Lin, Wiliem, Arnold and Lovell, Brian C. (2021). Unsupervised domain adaptive object detection using forward-backward cyclic adaptation. 15th Asian Conference on Computer Vision, Kyoto, Japan, 30 November-4 December 2020. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-69535-4_8
Maksoud, Sam, Zhao, Kun, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2020). SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA United States, 13-19 June 2020. Piscataway, NJ United States: IEEE. doi: 10.1109/cvpr42600.2020.00392
Dianne, Gemma, Wiliem, Arnold and Lovell, Brian C. (2019). Deep-learning from mistakes: automating cloud class refinement for sky image segmentation. 2019 Digital Image Computing: Techniques and Applications, DICTA 2019, Perth, WA, Australia, 2-4 December 2019. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA47822.2019.8946028
Liu, Liangchen, Zhang, Teng, Zhao, Kun, Wiliem, Arnold, Astin-Walmsley, Kieren and Lovell, Brian (2019). Deep inspection: an electrical distribution pole parts study VIA deep neural networks. IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, 22-25 September 2019. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICIP.2019.8803415
Peng, Can, Zhao, Kun, Wiliem, Arnold, Zhang, Teng, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2019). To what extent does downsampling, compression, and data scarcity impact renal image analysis?. 2019 Digital Image Computing: Techniques and Applications (DICTA), Perth, WA Australia, 2-4 December 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA47822.2019.8945813
San, Wai Y. K., Zhang, Teng, Chen, Shaokang, Wiliem, Arnold, Stefanelli, Dario and Lovell, Brian C. (2019). Early experience of depth estimation on intricate objects using generative adversarial networks. 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, Canberra, ACT, Australia, 10-13 December 2018. New York, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA.2018.8615783
Wang, Tianren, Zhang, Teng, Liu, Liangchen, Wiliem, Arnold and Lovell, Brian (2019). Cannygan: Edge-Preserving Image Translation with Disentangled Features. 2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, 22-25 September 2019. Piscataway, NJ United States: IEEE Computer Society. doi: 10.1109/ICIP.2019.8803828
Maksoud, Sam, Wiliem, Arnold, Zhao, Kun, Zhang, Teng, Wu, Lin and Lovell, Brian (2019). CORAL8: Concurrent object regression for area localization in medical image panels. MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention, Shenzhen, China, 13-17 October 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-32239-7_48
Zhang, Teng, Wiliem, Arnold, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2019). Training region selector for gram stained slides with limited data: a data distillation approach. 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, Canberra, ACT, 10-13 December 2018. New York, NY, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA.2018.8615760
Maksoud, Sam, Wiliem, Arnold and Lovell, Brian (2019). Recurrent attention networks for medical concept prediction. 20th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2019, Lugano, Switzerland, 9 - 12 September 2019. Aachen, Germany: CEUR-WS.
Zhao, Kun, Tang, Yu Ji Jerry, Zhang, Teng, Carvajal, Johanna, Smith, Daniel F., Wiliem, Arnold, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2019). DGDI: a dataset for detecting glomeruli on renal direct immunofluorescence. 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, Canberra, ACT, Australia, 10-13 December 2018. New York, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA.2018.8615769
Zhang, Teng, Liu, Liangchen, Wiliem, Arnold, Connor, Stephen, Ilich, Zelkjo, Van Der Draai, Eddie and Lovell, Brian (2019). Deep corrosion assessment for electrical transmission towers. 2019 Digital Image Computing: Techniques and Applications, DICTA 2019, Perth, WA, Australia, 2-4 December 2019. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA47822.2019.8945905
Li, Meng, Wu, Lin, Wiliem, Arnold, Zhao, Kun, Zhang, Teng and Lovell, Brian (2019). Deep instance-level hard negative mining model for histopathology images. MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention, Shenzhen, China, 13-17 October 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-32239-7_57
Zhang, Teng, Carvajal, Johanna, Smith, Daniel F., Zhao, Kun, Wiliem, Arnold, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2018). SlideNet: fast and accurate slide quality assessment based on deep neural networks. 24th International Conference on Pattern Recognition, ICPR 2018, Beijing, China, 20 - 24 August 2018. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/ICPR.2018.8546205
Darbyshire, R., San, W. Y. K., Plozza, T., Lovell, B. C., Flachowsky, H., Wünsche, J. and Stefanelli, D. (2018). An innovative approach to estimate carbon status for improved crop load management in apple. International Symposium on Flowering, Fruit Set and Alternate Bearing, Palermo, Italy, 19-23 June 2017. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/ActaHortic.2018.1229.43
Zhang, Teng, Wiliem, Arnold, Yang, Siqi and Lovell, Brian C. (2018). TV-GAN: generative adversarial network based thermal to visible face recognition. International Conference on Biometrics (ICB), Gold Coast, QLD, Australia, 20 - 23 February 2018. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICB2018.2018.00035
Yang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2018). It takes two to tango: cascading off-the-shelf face detectors. IEEE Conference on Computer Vision and Pattern Recognition Workshops in Biometrics (CVPRW), Salt Lake City, UT, United States, 18 - 22 June 2018. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/CVPRW.2018.00095
Yang, Siqi, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2018). Using LIP to gloss over faces in single-stage face detection networks. 15th European Conference on Computer Vision, ECCV 2018, Munich, Germany, 8-14 September 2018. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-01267-0_39
San, Wai Y. K., Chen, Shaokang, Wiliem, Arnold, Di, Binn and Lovell, Brian C. (2017). How do you develop a face detector for the unconstrained environment?. 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, 21 - 22 November 2016. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/IVCNZ.2016.7804414
Zhao, Kun, Yang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2017). Landmark manifold: revisiting the Riemannian manifold approach for facial emotion recognition. 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 4-8 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/ICPR.2016.7899782
Yang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2017). The GIST of aligning faces. 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 4-8 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR.2016.7900095
Liu, Liangchen, Nie, Feiping, Zhang, Teng, Wiliem, Arnold and Lovell, Brian C. (2017). Unsupervised automatic attribute discovery method via multi-graph clustering. International Conference on Pattern Recognition (ICPR), Cancún, México, 4-8 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR.2016.7899883
Yang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2017). To face or not to face: towards reducing false positive of face detection. 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, 21 - 22 November 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IVCNZ.2016.7804415
Carvajal, Johanna, Smith, Daniel F., Zhao, Kun, Wiliem, Arnold, Finucane, Paul, Hobson, Peter, Jennings, Anthony, McDougall, Rodney and Lovell, Brian (2017). An early experience toward developing computer aided diagnosis for gram-stained smears images. 30th IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Honolulu, HI, United States, 21-26 July 2017. Piscataway, NJ, United States: IEEE. doi: 10.1109/CVPRW.2017.113
Carvajal, Johanna, Wiliem, Arnold, Sanderson, Conrad and Lovell, Brian (2017). Towards Miss Universe automatic prediction: the evening gown competition. 23rd International Conference on Pattern Recognition, ICPR 2016, Cancun, Mexico, 4 - 8 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR.2016.7899781
Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). Automatic and quantitative evaluation of attribute discovery methods. IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, United States, 7-10 March 2016. Piscataway, NJ, United States: IEEE. doi: 10.1109/WACV.2016.7477693
Carvajal, Johanna, McCool, Chris, Lovell, Brian and Sanderson, Conrad (2016). Joint recognition and segmentation of actions via probabilistic integration of spatio-temporal fisher vectors. 20th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2016 and Workshop on Biologically Inspired Data Mining Techniques, BDM 2016, Workshop on Machine Learning for Sensory Data Analysis, MLSDA 2016, Workshop on Predictive Analytics for Critical Care, PACC 2016 and Workshop on Data Mining in Business and Finance, WDMBF 2016, Auckland,, April 19, 2016-April 19, 2016. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-42996-0_10
Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang, Zhao, Kun and Lovell, Brian C. (2016). Determining the best attributes for surveillance video keywords generation. 2nd IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2016, Sendai, Japan, 29 February - 2 March 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ISBA.2016.7477239
Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario and Wiliem, Arnold (2016). International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis. 23rd International Conference on Pattern Recognition, ICPR 2016, Cancun, Mexico, December 4, 2016-December 8, 2016. Washington, DC United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR.2016.7899610
Carvajal, Johanna, Wiliem, Arnold, McCool, Chris, Lovell, Brian and Sanderson, Conrad (2016). A Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions. Pacific-Asia Conference on Knowledge Discovery and Data Mining, Auckland, New Zealand, 19-22 April 2016. CHAM: Springer. doi: 10.1007/978-3-319-42996-0_8
Zhao, Kun, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). Manifold convex hull (MACH): satisfying a need for SPD. 23rd IEEE International Conference on Image Processing, ICIP 2016, Phoenix, AZ, United States, 25-28 September 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICIP.2016.7532357
Zhang, Teng, Liu, Liangchen, Wiliem, Arnold and Lovell, Brian (2016). Is Alice chasing or being chased?: Determining subject and object of activities in videos. IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, United States, 7-10 March 2016. Piscataway, NJ, United States: IEEE. doi: 10.1109/WACV.2016.7477710
Zhang, Teng, Wiliem, Arnold, Hemson, Graham and Lovell, Brian C. (2015). Detecting kangaroos in the wild: the first step towards automated animal surveillance. International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Conference, Brisbane, QLD, Australia, 19-24 April 2015. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/ICASSP.2015.7178313
Smith, Danny F., Wiliem, Arnold and Lovell, Brian C. (2015). Binary watermarks: a practical method to address face recognition replay attacks on consumer mobile devices. IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), Hong Kong Special Administrative Region of the People's Republic of China, 23-25 March 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/ISBA.2015.7126344
Zhao, Kun, Wiliem, Arnold and Lovell, Brian (2015). Kernelised orthonormal random projection on grassmann manifolds with applications to action and gait-based gender recognition. 2015 IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2015, Hong Kong, March 23-25, 2015. Piscataway, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ISBA.2015.7126348
Samak, Asser, Wiliem, Arnold, Hobson, Peter, Walsh, Michael, Ditchmen, Ted, Troskie, Arne, Barksdale, Sarah, Edwards, Rhonda, Jennings, Anthony and Lovell, Brian C. (2015). An optimization approach to scanning skin direct immunofluorescence specimens. International Conference on Digital Image Computing: Techniques and Applications, DICTA, Adelaide, SA, Australia, 23-25 November 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/DICTA.2015.7371230
Miros, Anastasia, Wiliem, Arnold, Holohan, Kim, Ball, Lauren, Hobson, Peter and Lovell, Brian C. (2015). A benchmarking platform for mitotic cell classification of ANA IIF HEp-2 images. International Conference on Digital Image Computing: Techniques and Applications, DICTA, Adelaide, SA, Australia, 23-25 November 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/DICTA.2015.7371213
Crossman, Matthew, Wiliem, Arnold, Finucane, Paul, Jennings, Anthony and Lovell, Brian C. (2015). A multiple covariance approach for cell detection of Gram-stained smears images. International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Conference, Brisbane, QLD, Australia, 19-24 April 2015. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/ICASSP.2015.7178106
Lovell, Brian C. and Vento, Mario (2014). Message from general and technical co-chairs. 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, Stockholm, Sweden, 24 August 2014. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/I3A.2014.4
Chen, Shaokang, Wiliem, Arnold, Sanderson, Conrad and Lovell, Brian C. (2014). Matching image sets via adaptive multi convex hull. IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, 24-26 March 2014. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/WACV.2014.6835985
Carvajal, Johanna, Sanderson, Conrad, McCool, Chris and Lovell, Brian C. (2014). Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients. MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, Gold Coast , QLD, Australia, 2 December 2014. New York, NY USA: ACM. doi: 10.1145/2689746.2689748
Baktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C. and Salzmann, Mathieu (2014). Domain adaptation on the statistical manifold. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, United States, 23-28 June 2014. Piscataway, NJ, United States: I E E E Computer Society. doi: 10.1109/CVPR.2014.318
Alavi, Azadeh, Wiliem, Arnold, Zhao, Kun, Lovell, Brian C. and Sanderson, Conrad (2014). Random projections on manifolds of symmetric positive definite matrices for image classification. IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, 24-26 March 2014. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/WACV.2014.6836085
Wiliem, Arnold, Hobson, Peter and Lovell, Brian C. (2014). Discovering discriminative cell attributes for HEp-2 specimen image classification. IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, 24-26 March 2014. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/WACV.2014.6836071
Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Vento, Mario and Wiliem, Arnold (2014). Classifying anti-nuclear antibodies HEp-2 images: A benchmarking platform. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 24 - 28 August 2014. Washington, DC United States: I E E E Computer Society. doi: 10.1109/ICPR.2014.557
Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2014). Automatic image attribute selection for zero-shot learning of object categories. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 24-28 August, 2014. Washington, DC, United States: I E E E Computer Society. doi: 10.1109/ICPR.2014.452
Shiraz, Sareh, Harandi, Mehrtash T., Lovell, Brian C. and Sanderson, Conrad (2014). Object tracking via non-Euclidean geometry: A Grassmann approach. IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, 24-26 March 2014. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/WACV.2014.6836008
Sanin, Andres, Sanderson, Conrad, Harandi, Mehrtrash and Lovell, Brian (2013). Spatio-temporal covariance descriptors for action and gesture recognition. 2013 IEEE Workshop on Applications of Computer Vision, Tampa, FL, United States, 15-17 January 2013. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/WACV.2013.6475006
Harandi, Mehrtash, Sanderson, Conrad, Shen, Chunhua and Lovell, Brian C. (2013). Dictionary earning and sparse coding on Grassmann manifolds: an extrinsic solution. IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, 1-8 December 2013. New York, NY United States: IEEE. doi: 10.1109/ICCV.2013.387
Zhang, Teng, Wiliem, Arnold and Lovell, Brian C. (2013). Region-based anomaly localisation in crowded scenes via trajectory analysis and path prediction. 2013 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2013, Hobart, TAS, Australia, November 26, 2013-November 28, 2013. Piscataway, NJ, United States: IEEE. doi: 10.1109/DICTA.2013.6691519
Wiliem, Arnold, Wong, Yongkang, Sanderson, Conrad, Hobson, Peter, Chen, Shaokang and Lovell, Brian C. (2013). Classification of human epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors. 2013 IEEE Workshop on Applications of Computer Vision (WACV), Tampa, FL, United States, 15-17 Janunary 2013. Piscataway, NJ, USA: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/WACV.2013.6475005
Baktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C. and Salzmann, Mathieu (2013). Unsupervised domain adaptation by Domain Invariant Projection. 2013 IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, 1-8 December 2013. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICCV.2013.100
Chen, Shaokang, Sanderson, Conrad, Harandi, Mehrtash T and Lovell, Brian C. (2013). Improved image set classification via joint sparse approximated nearest subspaces. 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2013, Portland, OR United States, 23 - 28 June 2013. Piscataway, NJ United States: I E E E. doi: 10.1109/CVPR.2013.65
Baktashmotlagh, Mahsa, Harandi, Mehrtash T., Bigdeli, Abbas, Lovell, Brian C. and Salzmann, Mathieu (2013). Non-linear stationary subspace analysis with application to video classification. 30th International Conference on Machine Learning, Atlanta, GA, United States, 16 - 21 June 2013. Germany: International Machine Learning Society (IMLS).
Harandi, Mehrtash T., Sanderson, Conrad, Wiliem, Arnold and Lovell, Brian C. (2012). Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures. 2012 IEEE Workshop on Applications of Computer Vision, Breckenridge, CO, United States, 9-11 January 2012. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/WACV.2012.6163005
Harandi,Mehrtash T., Sanderson, Conrad, Hartley, Richard and Lovell, Brian C. (2012). Sparse coding and dictionary learning for symmetric positive definite matrices: a kernel approach. 12th European Conference on Computer Vision, Florence, Italy, 7-13 October, 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-33709-3_16
Wong, Yongkang, Harandi, Mehrtash T., Sanderson, Conrad and Lovell, Brian C. (2012). On robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches. WCCI 2012 IEEE World Congress on Computational Intelligence, Brisbane Australia, 10-15 June 2012. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IJCNN.2012.6252611
Yang, Yan, Dadgostar, Farhad, Mau, Sandra and Lovell, Brian C. (2012). Improved person re-identification using statistical approximation. 2012 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Fremantle, WA, Australia, 3-5 December 2012. Piscataway, NJ, United States: IEEE. doi: 10.1109/DICTA.2012.6411683
Mau, Sandra, Dadgostar, Farhad and Lovell, Brian C. (2012). Gaussian probabilistic confidence score for biometric applications. 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), Fremantle, WA, Australia, 3-5 December 2012. Piscataway, NJ, United States: IEEE. doi: 10.1109/DICTA.2012.6411712
Sanderson, Conrad, Harandi, Mehrtash T., Wong, Yongkang and Lovell, Brian C. (2012). Combined learning of salient local descriptors and distance metrics for image set face verification. 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Beijing, Peoples R China, 18-21 September 2012. Los Alamitos, CA United States: I E E E Computer Society. doi: 10.1109/AVSS.2012.23
Ahmadi, Amin, Bigdeli, Abbas, Baktashmotlagh, Mahsa and Lovell, Brian C. (2012). A wireless mesh sensor network for hazard and safety monitoring at the Port of Brisbane. 37th Annual IEEE Conference on Local Computer Networks (LCN 2012), Clearwater, FL, United States, 22-25 October 2012. Washington, DC, United States: IEEE. doi: 10.1109/LCN.2012.6423601
Sanin, Andres, Sanderson, Conrad, Harandi, Mehrtash and Lovell, Brian C. (2012). K-tangent spaces on Riemannian manifolds for improved pedestrian detection. 2012 19th IEEE International Conference on Image Processing (ICIP), Orlando, United States, 30 September - 3 October 2012. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICIP.2012.6466899
Emami, Ali, Dadgostar, Farhad, Bigdeli, Abbas and Lovell, Brian C. (2012). Role of spatiotemporal oriented energy features for robust visual tracking in video surveillance. 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Beijing, Peoples R China, 18-21 September 2012. Los Alamitos, CA United States: I E E E Computer Society. doi: 10.1109/AVSS.2012.64
Norouznezhad, Ehsan, Harandi, Mehrtash T., Bigdeli, Abbas, Baktash, Mahsa, Postula, Adam and Lovell, Brian C. (2012). Directional space-time oriented gradients for 3D visual pattern analysis. 12th European Conference on Computer Vision, ECCV 2012, Florence, Italy, 7 - 13 October 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-33712-3_53
Shirazi, Sareh, Harandi, Mehrtash T., Sanderson, Conrad, Alavi, Azadeh and Lovell, Brian C. (2012). Clustering on Grassmann manifolds via kernel embedding with application to action analysis. 2012 19th IEEE International Conference on Image Processing (ICIP), Orlando, United States, 30 September - 3 October 2012. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICIP.2012.6466976
Reddy, Vikas, Sanderson, Conrad, Sanin, Andres and Lovell, Brian C. (2011). MRF-based background initialisation for improved foreground detection in cluttered surveillance videos. Asian Conference on Computer Vision, Queenstown, New Zealand, 8-12 November 2010. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-19318-7_43
Mau, Sandra, Dadgostar, Farhad, Cullinan, Ian, Bigdeli, Abbas and Lovell, Brian C. (2011). A face biometric benchmarking review and characterisation. IEEE International Conference on Computer Vision Workshops (ICCV Workshops), Barcelona, Spain, 6-13 November 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICCVW.2011.6130510
Yang, Yan, Dadgostar, Farhad, Sanderson, Conrad and Lovell, Brian C. (2011). Summarisation of surveillance videos by key-frame selection. Fifth ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Ghent, Belgium, 22-25 August 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDSC.2011.6042925
Baktashmotlagh, Mahsa, Bigdeli, Abbas and Lovell, Brian C. (2011). Dynamic resource aware sensor networks: Integration of sensor cloud and ERPs. 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2011, Klagenfurt, Austria, 30 August - 2 September 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/AVSS.2011.6027375
Lovell, Brian C., Bigdeli, Abbas and Mau, Sandra (2011). Invited paper: Embedded face and biometric technologies for national and border security. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2011, Colorado Springs, CO, United States, 20-25 June 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/CVPRW.2011.5981830
Reddy, Vikas, Sanderson, Conrad and Lovell, Brian C. (2011). Improved anomaly detection in crowded scenes via cell-based analysis of foreground speed, size and texture. 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Colorado Springs, CO, United States, 20-25 June 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/CVPRW.2011.5981799
Harandi, Mehrtash T., Sanderson, Conrad, Shirazi, Sareh and Lovell, Brian C. (2011). Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, USA, 20-25 June 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/CVPR.2011.5995564
Wong, Yongkang, Chen, Shaokang, Mau, Sandra, Sanderson, Conrad and Lovell, Brian C. (2011). Patch-based probabilistic image quality assessment for face selection and improved video-based face recognition. 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Colorado Springs, CO, United States, 20-25 June 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/CVPRW.2011.5981881
Harandi, Mehrtash T., Sanderson, Conrad, Bigdeli, Abbas and Lovell, Brian C. (2011). Ensemble of furthest subspace pairs for enhanced image set matching. 18th IEEE International Conference on Image Processing (ICIP), Brussels, Belguim, 11-14 September 2011. Piscataway, NJ, United States: I E E E. doi: 10.1109/ICIP.2011.6116683
Wiliem, Arnold, Hobson, Peter, Minchin, Rodney F. and Lovell, Brian C. (2011). An automatic image based single dilution method for end point titre quantitation of antinuclear antibodies tests using HEp-2 cells. 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), Noosa, QLD, Australia, 6 - 8 December 2011. Piscatawa, NJ, United States: IEEE Computer Society. doi: 10.1109/DICTA.2011.9
Shirazi, Sareh Abolahrari, Dadgostar, Farhad and Lovell, Brian C. (2011). An appearance-based approach to assistive identity inference using LBP and colour histograms. International Workshops on Computer Vision, ACCV 2010, Queenstown, New Zealand, 8-9 November 2010. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-22822-3_24
Wong, Yongkang, Sanderson, Conrad, Mau, Sandra and Lovell, Brian C. (2010). Dynamic amelioration of resolution mismatches for local feature based identity inference. 2010 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, 23-26 August 2010. Washington, DC, U.S.A.: IEEE Computer Society. doi: 10.1109/ICPR.2010.299
Norouznezhad, Ehsan, Bigdeli, Abbas, Postula, Adam and Lovell, Brian C. (2010). Object tracking on FPGA-based smart cameras using local oriented energy and phase features. International Conference on Distributed Smart Cameras (ICDSC 2010), Atlanta, GA, United States, 31 August - 4 September 2010. New York, United States: ACM. doi: 10.1145/1865987.1865993
Bigdeli, Abbas, Postula, Adam, Lovell, Brian C. and Norouznezhad, Ehsan (2010). Robust object tracking using local oriented energy features and its hardware/software implementation. 11th International Conference on Control Automation Robotics & Vision (ICARCV), 2010, Singapore, 7 - 10 December 2010. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/ICARCV.2010.5707853
Chen, Shaokang and Lovell, Brian C. (2010). Feature space Hausdorff distance for face recognition. 20th International Conference on Pattern Recognition (ICPR), 2010, Istanbul, Turkey, 23-26 August 2010. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/ICPR.2010.362
Mustafah, Yasir M., Bigdeli, Abbas, Azman, Amelia W. and Lovell, Brian C. (2010). Square patch feature based face detection architecture for high resolution smart camera. 4th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2010, Atlanta, GA United States, 31 August - 4 September 2010. New York, NY United States: ACM (Association for Computing Machinery) Press. doi: 10.1145/1865987.1866015
Reddy, Vikas, Sanderson, Conrad, Sanin, Andres and Lovell, Brian (2010). Adaptive patch-based background modelling for improved foreground object segmentation and tracking. 2010 7th International Conference on Advanced Video and Signal-Based Surveillance, Boston, MA, United States, 29 August - 1 September 2010. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/AVSS.2010.84
Reddy, Vikas, Sanderson, Conrad and Lovell, Brian C. (2010). Robust foreground object segmentation via adaptive region-based background modelling. 2010 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, 23-26 August 2010. Washington, DC, U.S.A.: IEEE Computer Society. doi: 10.1109/ICPR.2010.958
Sanin, Andres, Sanderson, Conrad and Lovell, Brian (2010). Improved shadow removal for robust person tracking in surveillance scenarios. International Conference on Pattern Recognition (20th, ICPR 2010), Istanbul, Turkey, 23-26 August 2010. Los Alamitos, CA, United States: IEEE. doi: 10.1109/ICPR.2010.43
Mustafah, Yasir M., Bigdeli, Abbas, Azman, Amelia W., Dadgostar, Farhad and Lovell, Brian C. (2010). Square patch feature: Faster weak-classifier for robust object detection. 11th International Conference on Control Automation Robotics & Vision (ICARCV), 2010, Singapore, 7-10 December 2010. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/ICARCV.2010.5707809
Dadgostar, Farhad, Bigdeli, Abbas, Mau, Sandra, Smith, Terence and Lovell, Brian (2010). A framework for lab-based real-time video analysis on distributed camera networks. 4th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2010, Atlanta, GA United States, 31 August - 4 September 2010. New York, NY United States: ACM (Association for Computing Machinery) Press. doi: 10.1145/1865987.1866028
Harandi, Mehrtash T., Ahmadabadi, Majid Nili, Araabi, Babak Nadjar, Bigdeli, Abbas and Lovell, Brian C. (2010). Directed random subspace method for face recognition. ICPR 2010: 20th International Conference on Pattern Recognition, Istanbul, Turkey, 23-26 August 2010. Piscataway, NJ, U.S.A.: IEEE - Institute for Electrical and Electronic Engineers. doi: 10.1109/ICPR.2010.659
Harandi, Mehrtash T., Bigdeli, Abbas and Lovell, Brian C. (2010). Image-set face recognition based on transductive learning. IEEE International Conference on Image Processing, Hong Kong, 26-29 September 2010. Piscataway, NJ, United States: IEEE - Computer Society. doi: 10.1109/ICIP.2010.5651105
Mau, Sandra, Chen, Shaokang, Sanderson, Conrad and Lovell, Brian C. (2010). Video face matching using subset selection and clustering of probabilistic multi-region histograms. 25th International Conference of Image and Vision Computing (IVCNZ), Queenstown, New Zealand, 8 - 9 November 2010. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/IVCNZ.2010.6148860
Azman, .Amelia W., Bigdeli, Abbas, Mohd-Mustafah, Yasir, Biglari-Abhari, Morteza and Lovell, Brian C. (2010). A Bayesian network-based framework with Constraint Satisfaction Problem (CSP) formulations for FPGA system design. 21st IEEE International Conference on Application-specific Systems, Architectures and Processors, ASAP 2010, Rennes, France, 7 - 9 July 2010. Washington, DC United States: I E E E Computer Society. doi: 10.1109/ASAP.2010.5540784
Reddy, Vikas, Sanderson, Conrad and Lovell, Brian, C. (2009). An efficient and robust sequential algorithm for background estimation in video surveillance. International Conference on Image Processing (ICIP 2009), Cairo, Egypt, 7-12 November 2009. Piscataway NJ, United States: IEEE. doi: 10.1109/ICIP.2009.5413450
Wong, Yong, Sanderson, Conrad and Lovell, Brian C. (2009). Regression based non-frontal face synthesis for improved identity verification. 13th International Conference, CAIP 2009, Munster, Germany, 2-4 September, 2009. Heidelberg, Germany: Springer-Verlag. doi: 10.1007/978-3-642-03767-2_14
Susan, Seba, Hanmandlu, M., Madasu, Vamsi K. and Lovell, Brian C. (2009). Detection of skin lesions by fuzzy entropy based texel identification. ISPA 2009, Salzburg, Austria, 16-18 September 2009. Salzburg, Austria: University of Salzburg.
Smith, Andrew W. B. and Lovell, Brian C. (2009). Self occlusions and graph based edge measurement schemes for visual tracking applications. Digital Image Computing: Techniques and Applications, DICTA 2009, Melbourne, VIC Australia, 1 - 3 December 2009. Piscataway, NJ United States: I E E E. doi: 10.1109/DICTA.2009.74
Madasu, Vamsi K., Lovell, Brian C. and Vasikarla, Shantaram (2009). Fusion of hand based biometrics using ant colony optimization. AIPR 2009. Vision: Humans, Animals, and Machines. 38th Applied Imagery Pattern Recognition Workshop, Washington, DC, U.S.A., 14-16 October 2009.
Chen, Shaokang, Sanderson, Conrad, Sun, Sai and Lovell, Brian (2009). Representative feature chain for single gallery image face recognition. 19th International Conference on Pattern Recognition, Tampa, Florida, USA, 8-11 December, 2008. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR.2008.4760975
Singh, A., Sawan, S., Hanmandlu, M., Madasu, V. K. and Lovell, B. C. (2009). An abandoned object detection system based on dual background segmentation. AVSS 2009: 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, Genoa, Italy, 2-4 September 2009. Los Alamitos, CA, U.S.A.: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/AVSS.2009.74
Reddy, Vikas, Sanderson, Conrad, Lovell, Brian, C. and Bigdeli, Abbas (2009). An efficient background estimation algorithm for embedded smart cameras. 3rd ACM/IEEE International Conference on Distributed Smart Cameras, Como, Italy, 30 August 2009 - 2 September 2009. Piscataway NJ, USA: IEEE. doi: 10.1109/ICDSC.2009.5289348
Kumar, A., Hanmandlu, M., Madasu, V. K. and Lovell, B. C. (2009). Biometric Authentication Based on Infrared Thermal Hand Vein Patterns. Digital Image Computing: Techniques and Applications, 2009. DICTA '09, Melbourne, Victoria, Australia, 1-3 December, 2009. Los Alamitos, California: IEEE. doi: 10.1109/DICTA.2009.63
Madasu, Vamsi K. and Lovell, Brian C. (2009). Blotch detection in pigmented skin lesions using fuzzy co-clustering and texture segmentation. DICTA 2009, Melbourne , Australia, 1-3 December 2009. New Jersey, U.S.A.: CPS Publishing Services. doi: 10.1109/DICTA.2009.15
Azman, Amelia W, Bigdeli, Abbas, Biglari-Abhari, Morteza, Mustafah, Yasir M. and Lovell B.C. (2009). A BBN-based framework for adaptive IP-reuse. 6th FPGAworld Conference, FPGAworld 2009, Stockholm, Sweden, 10 September 2009. New York , NY United States: ACM (Association for Computing Machinery) Press. doi: 10.1145/1667520.1667521
Azman, A. W., Bigdeli, A., Biglari-Abhari, M., Mustafah, Y. M. and Lovell, B. C. (2009). Exploiting Bayesian belief network for adaptive IP-reuse decision. Digital Image Computing: Techniques and Applications, DICTA 2009, Melbourne, VIC Australia, 1 - 3 December 2009. Piscataway, NJ United States: I E E E. doi: 10.1109/DICTA.2009.21
Yang, Yan, Lovell, Brian C. and Dadgostar, Farhad (2009). Content-Based Video Retrieval (CBVR) system for CCTV surveillance videos. Digital Image Computing: Techniques and Applications, DICTA 2009, Melbourne, VIC Australia, 1 - 3 December 2009. Piscataway, NJ United States: I E E E. doi: 10.1109/DICTA.2009.36
Mustafah, Yasir M., Bigdeli, Abbas, Azman, Amelia W. and Lovell, Brian C. (2009). Face detection system design for real time high resolution smart camera. 3rd ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2009, Como, Italy, 30 August - 2 September 2009. Piscataway, NJ United States: I E E E. doi: 10.1109/ICDSC.2009.5289346
Kong, Suyu, Bhuyan, M. K., Sanderson, C. and Lovell, Brian C. (2009). Tracking of persons for video surveillance of unattended environments. ICPR 2008: 19th International Conference on Pattern Recognition, Tampa, FL, USA, 8-11 December, 2008. Washington, DC, United States: I E E E Computer Society. doi: 10.1109/ICPR.2008.4761338
Sanderson, Conrad and Lovell, Brian C. (2009). Multi-region probabilistic histograms for robust and scalable identity inference. 3rd IAPR/IEEE International Conference on Biometrics, Alghero, Italy, 2-5 June 2009. Berlin / Heidelberg: Springer Verlag. doi: 10.1007/978-3-642-01793-3_21
Bhuyan, M. K., Lovell, B. C. and Bigdeli, A. (2008). Tracking with Multiple Cameras for Video Surveillance. 9th Biennial Conference of the Australian Pattern Recognition Society, Glenelg, SA, Australia, 3-5 December 2007. Glenelg, SA, Australia: IEEE Computer Society. doi: 10.1109/DICTA.2007.4426852
Lovell, Brian C., Chen, Shaokang, Bigdeli, Abbas, Berglund, Erik and Sanderson, Conrad (2008). On Intelligent Surveillance Systems and Face Recognition for Mass Transport Security. International Conference on Control, Automation, Robotics and Vision (ICARCV), 2008., Hanoi, Vietnam, 17 - 20 December 2008. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICARCV.2008.4795605
Chen, Shaokang, Berglund, Erik, Bigdeli, Abbas, Sanderson, Conrad and Lovell, Brian C. (2008). Experimental analysis of face recognition on still and CCTV images. IEEE International Conference on Advanced Video and Signal Based Surveillance 2008 (AVSS '08), Santa Fe, New Mexico, U.S.A., 1-3 September 2008. Piscataway, NJ, United States: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/AVSS.2008.15
Hanmandlu, M., Susan, S., Madasu, V.K. and Lovell, B.C. (2008). Fuzzy Co-Clustering of Medical Images using Bacterial Foraging. Image and Vision Computing New Zealand 2008, Lincoln University, New Zealand, 26-28 November, 2008. USA: IEEE. doi: 10.1109/IVCNZ.2008.4762136
Dascalu, Sergiu, Wang, Alf Inge, Dragan, Irinel C., Ge, Shuzhi Sam, Nakashima, Tomoharu, Milani, Alfredo, Lovell, Brian C., Viniotis, Yannis, Latombe, Jean-Claude, Nearchou, Andreas C., Oinas-Kukkonen, Harri and Zaytoon, Janan (2008). Proceedings of the 1st International Conference on Advances in Computer-Human Interaction, ACHI 2008: Preface. First International Conference on Advances in Computer-Human Interaction, Saint Luce, Martinique, 10-15 February 2008. doi: 10.1109/ACHI.2008.4
Norouznezhad, E., Bigdeli, A., Postula, A. and Lovell, B. C. (2008). A high resolution smart camera with GigE Vision extension for surveillance applications. 2nd ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC’08), Palo Alto, CA, U.S.A., 7-11 September 2008. Piscataway, NJ, U.S.A.: IEEE Xplore. doi: 10.1109/ICDSC.2008.4635711
Mustafah, Y. M., Azman, A., Bigdeli, A. and Lovell, B. C. (2007). An automated face recognition system for intelligence surveillance: Smart camera recognizing faces in the crowd. First ACM/IEEE International Conference on Distributed Smart Cameras 2007, Vienna, Austria, 25-28 September 2007. Piscataway, NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/ICDSC.2007.4357518
Azman, A. W., Bigdeli, A., Mustafah, Y. M. and Lovell, B. C. (2007). Optimizing resources of an FPGA-based smart camera architecture. 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007), Adelaide, Australia, 3-5 December 2007. Piscataway, NJ, U.S.A.: IEEE- Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/DICTA.2007.4426853
Bigdeli, Abbas, Sim, Colin, Biglari-Abhari, Morteza and Lovell Brian C. (2007). Face Detection on Embedded Systems. Third International Conference on Embedded Software and Systems, Daegu, Korea, 14-16 May 2007. Berlin, Heidelberg: Springer-Verlag. doi: 10.1007/978-3-540-72685-2_28
Chen S., Shan T. and Lovell B.C. (2007). Combining classifiers in rotated face space. Australian Pattern Recognition Society (APRS), Glenelg, SA, December 3, 2007-December 5, 2007. IEEE. doi: 10.1109/DICTA.2007.4426822
Mustafah, Y.M., Bigdeli, A., Azman, A.W and Lovell, B.C. (2007). Smart cameras enabling automated face recognition in the crowd for intelligent surveillance system. Recent Advances in Security Technology (RNSA) 2007, Melbourne, Australia, 28 September, 2007. Curtin, ACT: Australian Homeland Security Research Centre.
Mustafah, Y. M., Shan, T., Azman, A., Bigdeli, A. and Lovell, B. C. (2007). Real-time face detection and tracking for high resolution smart camera system. 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007), Adelaide, Australia, 3-5 December 2007. Piscataway, NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/DICTA.2007.4426823
Chen, S., Shan, T. and Lovell, B. C. (2007). Robust Face Recognition in Rotated Eigen Space. The Twenty-second International Image and Vision Computing New Zealand Conference, Hamilton, N.Z, 5-7th December.
Kong, Suyu, Sanderson, C. and Lovell, Brian C. (2007). Classifying and tracking multiple persons for proactive surveillance of mass transport systems. IEEE Conference on Advanced Video and Signal Based Surveillance 2007 (AVSS2007), London, UK, 5-7 September 2007. Piscataway, NJ, USA: IEEE. doi: 10.1109/AVSS.2007.4425303
Conrad Sanderson, Ting Shan and Brian C. Lovell (2007). Towards Pose-Invariant 2D Face Classification for Surveillance. Analysis and Modeling of Faces and Gestures Third InternationalWorkshop (AMFG 2007), Rio de Janeiro, Brazil, 20 October 2007. Heidelberg, Germany: Springer. doi: 10.1007/978-3-540-75690-3_21
Shan, Ting, Chen, Shaokang, Sanderson, Conrad and Lovell, Brian C. (2007). Towards robust face recognition for intelligent-CCTV based surveillance using one gallery image. IEEE Conference on Advanced Video and Signal Based Surveillance, 2007 (AVSS 2007), London, United Kingdom, 5-7 September 2007. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICICIC.2007.377
Bigdeli A., Lovell B. C., Sanderson C., Shan, T. and Chen S. (2007). Vision Processing in Intelligent CCTV for Mass Transport Security. SAFE 2007: Workshop on Signal Processing Applications for Public Security and Forensics, Washington, DC, USA,, 11-13 April 2007. Washington, DC, USA,: IEEE Signal Processing Society.
Smith, A. W. B. and Lovell, B. C. (2006). Measurement Function Design for Visual Tracking Applications. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong, 20-24 August, 2006. U.S.A.: IEEE. doi: 10.1109/ICPR.2006.785
Shan, Ting, Lovell, Brian C. and Chen, Shaokang (2006). Face recognition robust to head pose from one sample image. 18th International Conference on Pattern Recogntion (ICPR 2006), Hong Kong, 20-24 August 2006. Washington, DC, United States: IEEE. doi: 10.1109/ICPR.2006.527
Wilson, Simon, Lovell, Brian, Anne, Chang and Masters, Brent (2005). Real-time quantitative bronchoscopy. Digital Imaging Computing: Techniques and Applications, DICTA 2005, , , December 6, 2005-December 8, 2005. doi: 10.1109/DICTA.2005.1578149
Chiranjivi, G. V. S., Madasu, Vamsi Krishna, Hanmandlu, Madasu and Lovell, Brian C. (2005). Arrhythmia detection in human electrocardiogram. APRS Workshop on Digital Image Computing, Brisbane, 21 February, 2005. Brisbane, Australia: The University of Queensland.
Madasu, Vamsi K., Lovell, Brian C. and Kubik, Kurt (2005). Automatic Handwritten Signature Verification System for Australian Passports. Science, Engineering and Technology Summit on Counter-Terrorism Technology, Canberra, 14 July, 2005.
Shan, Ting, Lovell, Brian C. and Chen, Shaokang (2005). Person Location Service on the Planetary Sensor Network. APRS Workshop on Digital Image Computing, Brisbane, 21 February, 2005. Brisbane, Austrlaia: The Australian Pattern Recognition Society.
Chen, Shaokang, Lovell, Brian C. and Shan, Ting (2005). Combining Generative and Discriminative Learning for Face Recognition. Digital Image Computing: Techniques and Applications (DICTA 2005), Cairns, 6-8 December, 2005. Los Alamitos, CA, USA: IEEE CS Press. doi: 10.1109/DICTA.2005.1578103
Wilson, Simon, Lovell, Brian C., Chang, Anne and Masters, Brent (2005). Real-Time Quantitative Bronchoscopy. Digital Image Computing: Techniques and Applications (DICTA 2005), Cairns, Australia, 6-8 December, 2005. Los Alamitos, CA.: IEEE CS Press.
Madasu, Vamsi K., Lovell, Brian C. and Hanmandlu, Madasu (2005). Hand Printed Character Recognition Using Neural Networks. International Conference on Cognition and Recognition, Mysore, India, 22-23 December, 2005.
Wilson, S., Lovell, B. C., Chang, A. and Masters, B. (2005). Visual Odometry for Quantitative Bronchoscopy Using Optical Flow. APRS Workshop on Digital Image Computing 2005, Brisbane, Australia, 21 February, 2005. Birsbane, Australia: University of Queensland.
McKinnon, D. N. R. and Lovell, B. C. (2005). A Study of the Optimality of Approximate Maximum Likelihood Estimation. APRS Workshop on Digital Image Computing (WFIC 2005), Brisbane, Australia, 21 February, 2005. Brisbane, Australia: The University of Queensland.
Smith, Andrew W. B. and Lovell, Brian C. (2005). Visual tracking for sports applications. APRS Workshop on Digital Image Computing, Brisbane, 21 February, 2005. St Lucia, Australia: The University of Queensland.
Liu, Nianjun and Lovell, Brian C. (2005). Hand gesture extraction by active shape models. Digital Image Computing: Techniques and Applications (DICTA 2005), Cairns, Australia, 6-8 December, 2005. Los Alamitos, CA, USA: IEEE CS Press. doi: 10.1109/DICTA.2005.1578108
Walder, C. J. and Lovell, B. C. (2005). Homogenised Virtual Support Vector Machines. Digital Image Computing: Techniques and Applications (DICTA 2005), Cairns, QLD Australia, 6-8 December 2005. Los Alamitos, CA United States: IEEE. doi: 10.1109/DICTA.2005.43
Seitner, Florian H. and Lovell, Brian C. (2005). Pedestrian Tracking Based on Colour and Spatial Information. Digital Image Computing: Techniques and Applications (DICTA 2005), Cairns, Australia, 6-8 December, 2005. Los Alamitos, CA: IEEE CS Press. doi: 10.1109/DICTA.2005.1578105
Lovell, Brian C. and Chen, Shaokang (2005). Robust face recognition for data mining. APRS Workshop on Digital Image Computing, Brisbane, Australia, 21st February, 2005. St Lucia, Australia: The University of Queensland.
McKinnon, David N. R. and Lovell, Brian C. (2005). Manufacturing Multiple View Constraints. APRS Workshop on Digital Image Computing, Brisbane, 21 February, 2005. Brisbane: The Australian Pattern Recognition Society.
Madasu, Vamsi K. and Lovell, Brian C. (2005). Automatic Segmentation and Recognition of Bank Cheque Fields. Digital Image Computing: Techniques and Applications (DICTA 20005), Cairns, 6-8 December, 2005. Los Altimos, CA: IEEE CS Press. doi: 10.1109/DICTA.2005.1578131
Lovell, Brian C. (2005). Globally optimal 3D image reconstruction and segmentation via energy minimisation techniques. 1st International Conference on Pattern Recognition and Machine Intelligence (PReMI2005), Kolkata, India, 18-22 December 2005. Berlin, Germany: Springer. doi: 10.1007/11590316_16
Liu, Nianjun, Davis, Richard I. A., Lovell, Brian C. and Kootsookos, Peter J. (2004). Effect of Initial HMM Choices in Multiple Sequence Training for Gesture Recognition. International Conference on Information Technology (ITCC 2004), Las Vegas, Nevada, U.S.A., 5-7 April, 2004. Los Alamitos, California: The Institute of Electrical and Electronics Engineers Computer Society. doi: 10.1109/ITCC.2004.1286531
McKinnon, David N. and Lovell, B. C. (2004). Tensor Algebra: A Combinatorial Approach to the Projective Geometry of Figures. IWCIA - Tenth International Workshop on Combinatorial Image Analysis, Auckland, New Zealand, 1-3 December, 2004. Berlin: Springer. doi: 10.1007/b103936
Chen, Shaokang and Lovell, Brian C. (2004). Illumination and Expression Invariant Face Recognition With One Sample Image. The Seventeenth International Conference on Pattern Recognition, Cambridge, UK, 23-26 August, 2004. Los Alamitos, California: The Institute of Electrical and Electronics Engineers Computer Society. doi: 10.1109/ICPR.2004.1334112
Liu, N., Lovell, B. C., Kootsookos, P. J. and Davis, R. I. A. (2004). Understanding HMM Training For Video Gesture Recognition. The Analog and Digital Techniques in Electrical Engineering, Chiang Mai, Thailand, 21-24 November, 2004. Piscataway, NJ: The Institute of Electrical and Electronics Engineers. doi: 10.1109/tencon.2004.1414483
Liu, N., Lovell, B. C., Kootsookos, P. J. and Davis, R. I. (2004). Model Structure Selection and Training Algorithms for a HMM Gesture Recognition System. International Workshop in Frontiers of Handwriting Recognition, Tokyo, 26-29 October. Los Alamitos, California: The Institute of Electrical and Electronics Engineers Computer Society. doi: 10.1109/iwfhr.2004.68
Rottensteiner, F., Trinder, J., Clode, S., Kubik, K. and Lovell, B. C. (2004). Building Detection by Dempster-Shafer Fusion of LIDAR Data and Multispectral Aerial Imagery. International Conference on Pattern Recognition, Cambridge, UK, 23-26 August. Los Alamitos, California: The Institute of Electrical and Electronics Engineers Computer Society. doi: 10.1109/ICPR.2004.1334203
Leung, C. W., Appleton, B. C., Lovell, B. C. and Sun, C. (2004). An Energy Minimisation Approach to Stereo-Temporal Dense Reconstruction. International Conference on Pattern Recognition, Cambridge, United Kingdom, 23-26 August. Los Alamitos, California: IEEE Computer Society. doi: 10.1109/ICPR.2004.1333708
Lovell, Brian C. (2003). Hidden Markov Models for Spatio-Temporal Pattern Recognition and Image Segmentation. International Conference on Advances in Pattern Recognition, Calcutta, 10-13 December. Kolkata: Allied Publishers.
Smith, Andrew W. B. and Lovell, Brian C. (2003). Autonomous Sports Training from Visual Cues. The 8th Australian and New Zealand Intelligent Information Systems Conference, Sydney, 10-12 December, 2003. Brisbane: Queensland University of Technology.
Davis, Richard I. A. and Lovell, Brian C. (2003). Improved Ensemble Training for Hidden Markov Models using Random Relative Node Permutations. The 2003 APRS Workshop on Digital Image Computing, Brisbane, 7 February, 2003. Brisbane: Australian Pattern Recognition Society.
Liu, Nianjun and Lovell, Brian C. (2003). Gesture Classification Using Hidden Markov Models and Viterbi Path Counting. The Seventh Biennial Australian Pattern Recognition Society Conference, Sydney, 10-12 December. Sydney: CSIRO.
Walder, Christian, Lovell, Brian C. and Kootsookos, Peter J. (2003). Algebraic Curve Fitting Support Vector Machines. Digital Image Computing Techniques and Applications 2003, Sydney, December, 2003. Sydney: CSIRO.
Walder, Christian J., Kootsookos, Peter J. and Lovell, Brian C. (2003). Towards a Maximum Entropy Method for Estimating HMM Parameters. Workshop on Digital Image Computing, Brisbane, February 7, 2003. Brisbane: Australian Pattern Recognition Society.
McKinnon, David, Jones, Barry and Lovell, Brian C. (2003). Polytopes, Feasible Regions and Occlusions in the n-view Reconstruction Problem. Workshop on Digital Image Computing, Brisbane, 7 February, 2003. Brisbane, Australia: Australian Pattern Recognition Society.
Lovell, Brian C. (2003). Academic Performance of International Students in Electrical Engineering at the University of Queensland. Australian Association for Engineering Education Conference, Melbourne, 29 September - 4 October. Melbourne: Australian Association for Engineering Education.
McKinnon, D. N. R., Jones, B. D. and Lovell, B. C. (2003). A closed form solution to the reconstruction and multi-view constraints of the degree d apparant contour. The 2003 APRS Workshop on Digital Image Computing, Brisbane, 7 February, 2003. Brisbane: Australian Pattern Recognition Society.
Leung, Carlos and Lovell, Brian C. (2003). 3D Reconstruction through Segmentation of Multi-View Image Sequences. Workshop on Digital Image Computing, Brisbane, 7 February, 2003. Brisbane: Australian Pattern Recognition Society.
Hinrichs, Enrico, Appleton, Ben, Lovell, Brian C. and Galloway, Graham John (2003). Autonomous Direct 3D Segmentation of Articular Knee Cartilage. Australian and New Zealand Intelligent Information Systems, Sydney, Australia, 10-12 December, 2003. Brisbane, Qld: Queensland University of Technology.
Andrews, Robert J. and Lovell, Brian C. (2003). Color Optical Flow. Workshop on Digital Image Computing, Brisbane, 7 February, 2003. Brisbane: Australian Pattern Recognition Society.
Chen, Shaokang and Lovell, Brian C. (2003). Face Recognition with One Sample Image per Class. Australian and New Zealand Intelligent Information Systems, Sydney, 10-12 December. Brisbane: Queensland University of Technology.
Walder, Christian J. and Lovell, Brian C. (2003). Kernel Based Algebraic Curve Fitting. International Conference on Advances in Pattern Recogntion, Calcutta, 10-13 December. Kolkata: Allied Publishers.
McKinnon, David, Jones, Barry and Lovell, Brian C. (2003). A Closed Form Solution to the Reconstruction and Multi-View Constraints of the Degree d Apparent Contour. Workshop on Digital Image Computing, Brisbane, 7 February, 2003.
McKinnon, David N. and Lovell, Brian C. (2003). Towards Closed Form Solutions to the Multiview Constraints of Curves and Surfaces. The Seventh Biennial Australian Pattern Recognition Society Conference, Sydney, 10- 12 December. Sydney: CSIRO.
Andrews, Robert J. and Lovell, Brian C. (2003). OFCat: An Extensible GUI-Driven Optical Flow Comparison Tool. The 2003 APRS Workshop on Digital Image Computing, Brisbane, 7 February, 2003. Brisbane: Australian Pattern Recognition Society.
Liu, Nianjun, Lovell, Brian C. and Kootsookos, Peter J. (2003). Evaluation of HMM training algorithms for letter hand gesture recognition. IEEE International Symposium on Signal Processing and Information Technology, Darmstadt, Germany, 14-17 December. Darmstadt, Germany: The Institute of Electrical and Electronics Engineers. doi: 10.1109/ISSPIT.2003.1341204
Liu, N. and Lovell, B. C. (2002). Real-time two hands tracking system. The 2002 International Technical Conference on Circuits, Systems, Computers and Communications, Phuket, Thailand, 16-19 July, 2002. Thonburi, Thailand: King Mongkut's University of Technology.
Davis, Richard I. A., Lovell, Brian C. and Caelli, Terry (2002). Improved estimation of hidden Markov model parameters from multiple observation sequences. International Conference on Pattern Recognition, Quebec City, Canada, 11-15 August, 2002. The Institute of Electrical and Electronics Engineers. doi: 10.1109/icpr.2002.1048264
Vignon, D. and Lovell, B. C. (2002). Real-time Hausdorff-based tracking. Digital Image Computing Techniques and Applications, Melbourne, 21-22 January, 2002. Melbourne: APRS.
Lovell, B. C. and Heckenberg, D. R. (2002). Low-cost real-time gesture recognition. Digital Image Computing Techniques and Applications, Melbourne, 21-22 January, 2002. Melbourne: APRS.
Mckinnon, D., Kubik, K. K. T. and Lovell, B. C. (2002). Portable VXL system for computing structure from motion. Digital Image Computing Techniques and Applications, Melbourne, 21-22 January, 2002. Melbourne: APRS.
Lovell, Brian C. and Heckenberg, Daniel (2002). Low-Cost Real-Time Gesture Recognition. ACCV2002, 22-25 January, 2002.
Davis, R. I. A., Walder, C. J. and Lovell, Brian C. (2002). Improved Classification Using Hidden Markov Averaging From Multiple Observation Sequences. Fourth Australasian Workshop on Signal Processing and Applications 2002, Brisbane, 17-18 December, 2002. Brisbane: Queensland University of Technology.
Chen, S., Lovell, B. C. and Sun, S. (2002). Face Recognition with APCA in Variant Illuminations. Fourth Australasian Workshop on Signal Processing and Applications 2002, Brisbane, 17-18 December, 2002. Brisbane: Queensland University of Technology.
Vignon, D., Lovell, Brian C. and Andrews, Robert J. (2002). General Purpose Real-Time Object Tracking using Hausdorff Transforms. 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Annency, France, 1-5 July, 2002. France: ESIA.
Walder, C. J. and Lovell, B. C. (2002). Face and Object Recognition and Detection Using Colour Vector Quantisation. Fourth Australasian Workshop on Signal Processing and Applications 2002, Brisbane, 17-18 December, 2002. Brisbane: Queensland University of Technology.
Chen, S. and Lovell, B. C. (2001). Real-time MMX-accelerated image stabilization system. Image and Vision Computing 2001, Dunedin, New Zealand, 26-28 November, 2001. Dunedin, New Zealand: Wickliffe Limited.
Liu, N. and Lovell, B. C. (2001). MMX-accelerated real-time hand tracking system. Image and Vision Computing 2001, Dunedin, New Zealand, 26-28 November, 2001. Dunedin, New Zealand: Wickliffe Limited.
Chen, Shaokang and Lovell, Brian C. (2001). Real-Time MMX-Accelerated Image Stabilization System. IVCNZ2001, Dunedin, New Zealand, 26-28 November, 2001.
Liu, Nianjun and Lovell, Brian C. (2001). MMX-Accelerated Real-Time Hand Tracking System. IVCNZ 2001, Dunedin, New Zealand, 26-28 November, 2001.
Bamford, Pascal and Lovell, Brian C. (2001). Method for Accurate Unsupervised Cell Nucleus Segmentation. IEEE Engineering in Medicine and Biology, Istanbul, Turkey, 25-28 October, 2001. Piscataway, New Jersey: IEEE.
Heckenberg, D. and Lovell, Brian C. (2000). MIME: A Gesture-Driven Computer Interface. Visual Communications and Image Processing, SPIE, V 4067, Perth, Australia, 20-23 June, 2000. doi: 10.1117/12.386641
Cendrillon, Raphael and Lovell, Brian C. (2000). Real-Time Face Recognition Using Eigenfaces. Visual Communications and Image Processing, SPIE, V 4067, Perth, 20-23 June, 2000. doi: 10.1117/12.386642
Lovell, Brian C., Kootsookos, Peter J. and Longstaff, Dennis (1999). On the Open-Ended Classifier Problem in the Context of Human Face Recognition and Tracking in Cluttered Visual Environments. Digital Image Computing Techniques and Applications, Perth, 7th - 8th December, 1999. Perth: Australian Pattern Recognition Society.
Bamford, Pascal and Lovell, Brian C. (1999). A methodology for quality control in cell nucleus segmentation. Digital Image Computing: Techniques and Applications, Perth, Australia, 7th - 8th December, 1999. Perth: Australian Pattern Recognition Society.
Bamford, P. C., Jackway, P. T. and Lovell, Brian (1999). Progress in the robust automated segmentation of real cell images. New Approaches in Medical Image Analysis, Ballarat, Australia, 31 July 1998. Bellingham: SPIE - The Int. Society for Optical Engineering. doi: 10.1117/12.351626
Bamford, Pascal and Lovell, Brian C. (1998). Improving the Robustness of Cell Nucleus Segmentation. British Machine Vision Conference, Southampton, UK, September 14 - 17, 1998.
Bamford, Pascal and Lovell, Brian C. (1998). Bayesian Analysis of Cell Nucleus Segmentation by a Viterbi Search Based Active Contour. International Conference on Pattern Recognition, Brisbane, Australia, August 16 - 20, 1998. doi: 10.1109/icpr.1998.711098
Paget, R., Lovell, Brian C. and Longstaff, I. D. (1997). Texture Classification Using Nonparametric Random Fields. 13th International Conference on Signal Processing, Santorini, Greece, July 2-4, 1997. doi: 10.1109/icdsp.1997.627969
Bamford Pascal and Lovell Brian (1997). Two-stage scene segmentation scheme for the automatic collection of cervical cell images. Proceedings of the 1997 IEEE TENCON Conference. Part 1 (of 2), Brisbane, Australia, December 2, 1997-December 4, 1997. doi: 10.1109/tencon.1997.648513
Bamford, Pascal and Lovell, Brian C. (1996). A Water Immersion Algorithm for Cytological Image Segmentation. APRS Image Segmentation Workshop, Sydney, Australia, 13 December, 1996.
Bradley, Andrew P., Jackway, Paul and Lovell, Brian C. (1995). Classification In Scale-Space: Applications To Texture. XIVth International Conference on Information Processing in Medical Imaging (IPMI), Ile de Berder, France,
Bradley, Andrew P. and Lovell, Brian C. (1995). Cost-Sensitive Decision Tree Pruning: Use of the ROC Curve. Eighth Australian Joint Conference on Artificial Intelligence, Canberra, Australia, November, 1995.
Bradley, AP, Jackway, PT and Lovell, BC (1995). Classification in scale-space: Applications to texture analysis. 14th International Conference on Information Processing in Medical Imaging, Ile De Berder France, Jun, 1995. DORDRECHT: KLUWER ACADEMIC PUBL.
Bradley, Andrew P., Lovell, Brian C. and Jackway, Paul T. (1995). Scale-Space Texture Analysis. Digital Image Computing: Techniques and Applications (DICTA '95), Brisbane, December, 1995.
Bradley, Andrew P. and Lovell, Brian C. (1994). Inductive Learning using Multiscale Classification. Fifth Australian Conference on Neural Networks (ACNN '94), Brisbane, Australia, February, 1994.
Walker, Ross F., Jackway, Paul, Lovell, Brian C. and Longstaff, I. D. (1994). Classification Of Cervical Cell Nuclei Using Morphological Segmentation And Texture Feature Extraction. Australian and New Zealand Conference on Intelligent Information Systems, Brisbane, Australia, 1994. doi: 10.1109/anziis.1994.396977
Jeacocke, Mark B. and Lovell, Brian C. (1994). A Multi-Resolution Algorithm for Cytological Image Segmentation. Australian and New Zealand Conference on Intelligent Information Systems, Brisbane, Australia, 1994. doi: 10.1109/anziis.1994.396981
Bradley, Andrew P., Lovell, Brian C., Ray, Michael and Hawson, Geoffrey (1994). On the Methodology for Comparing Learning Algorithms: A Case Study. Australian and New Zealand Conference on Intelligent Information Systems (ANZIIS'94), Brisbane, Australia, November, 1994. doi: 10.1109/anziis.1994.396954
Lee, S. and Lovell, Brian C. (1994). Modelling and Classification of Shapes in Two-Dimensions Using Vector Quantization. IEEE International Conference on ASSP, Adelaide Australia, 1994. doi: 10.1109/icassp.1994.389428
Paget, R., Lovell, Brian C. and Longstaff, I. D. (1993). Mutiprocessor Adaptation of a Texture Segmentation Scheme for Satellite Radar Images. Digital Image Computing: Techniques and Applications, Sydney, Australia, December, 1993.
Kootsookos, Peter J., Tsoi, A. C. and Lovell, Brian C. (1992). Speech Enhancement for Robust Speaker Verification. Speech, Science and Technology conference, Brisbane, December.
Lovell, Brian C., Kootsookos, Peter J. and Williamson, R. C. (1991). The Circular Nature Of Discrete-Time Frequency Estimates. IEEE International Conference on ASSP, Toronto, May, 1991. Publ by IEEE. doi: 10.1109/icassp.1991.150176
Lovell, Brian C., Kootsookos, Peter J. and Williamson, Robert C. (1990). Efficient Frequency Estimation and Time-Frequency Representations. International Symposium on Signal Processing and Its Applications 1990, Gold Coast, Australia, August.
Boashash, Boualem, Lovell, Brian C. and Kootsookos, Peter J. (1989). Time-Frequency Signal Analysis and Instantaneous Frequency Estimation: Methodology, Relationships and Implementation. International Symposium on Circuits and Systems, 1989. doi: 10.1109/iscas.1989.100579
Boashash, B. and Lovell, Brian C. (1988). Segmentation of Non-Stationary Signals with Applications. IEEE International Conference on ASSP, New York, 1988. doi: 10.1109/icassp.1988.197203
Preprint
Data Collection
Maksoud, Sam, Lovell, Brian and Hobson, Peter (2020). Liver Kidney Stomach Immunofluorescence Dataset. The University of Queensland. (Dataset) doi: 10.14264/a6bf65d
Thesis
Lovell, Brian Carrington (1991). Techniques for non-stationary spectral analysis. PhD Thesis, School of Computer Science and Electrical Engineering. doi: 10.14264/uql.2015.228