Professor Brian Lovell

Professor

School of Information Technology and Electrical Engineering
Faculty of Engineering, Architecture and Information Technology
lovell@itee.uq.edu.au
+61 7 336 54134

Overview

Prof Brian Lovell's research interests are in: Computer Vision and Pattern Recognition.

He received his PhD from the University of Queensland in 1991. His current research projects are in the fields of:

  • Smart Camera Technology
  • Robust Face Recognition
  • Image Segmentation with Geodesic Level Sets

Research Interests

  • Hidden Markov Model Learning Theory
    Investigating new methods for learning HMM parameters more efficiently, yielding better classification performance. We have shown that similar classification performance can be achieved with a tenth of the training examples. Work is continuing to find a good theoretical framework for further advances.
  • Smart Camera Technology
    By combining CMOS sensors, with FPGA signal processing and IEEE 1394 (Firewire) high-speed interconnects, we are in the process of building smart cameras dedicated to the purpose of computer vision rather than TV and video recording. The cameras are software reconfigurable for many applications including high-speed multi-lane numberplate recognition.
  • Face Recognition
    We have found a new method for extracting illumination invariant features from principal components analysis (�eigenfaces�). This algorithm should have a major impact on the robustness of face recognition technologies. Other aspects of face recognition and affective computing (determining emotions from facial expressions) are current research themes within the group.
  • Image Segmentation with Geodesic Level Sets
    Recent work with the CSIRO CMS has produced optimal segmentations of convex and concave objects. These results are better than those available through commercial tools. Earlier work in medical image segmentation within the CRC for Sensor Signal and Information Processing resulted in an international patent in 1999 and $1.5 million in contract research and licence agreements.

Qualifications

  • Doctor of Philosophy, The University of Queensland
  • Bachelor of Sciences (Computing), The University of Queensland
  • Bach of Engineering (Electrical) Hons 1, The University of Queensland

Publications

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Grants

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Supervision

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Publications

Book

Book Chapter

  • Carvajal, Johanna, McCool, Chris, Lovell, Brian and Sanderson, Conrad (2016). Joint recognition and segmentation of actions via probabilistic integration of spatio-temporal Fisher vectors. In Huiping Cao, Jinyan Li and Ruili Wang (Ed.), Trends and applications in knowledge discovery and data mining (pp. 115-127) Switzerland: Springer. doi:10.1007/978-3-319-42996-0_10

  • Wiliem, Arnold and Lovell, Brian C. (2016). Solving classification problems on human epithelial type 2 cells for anti-nuclear antibodies test: traditional versus contemporary approaches. In Amita Pal and Sankar K. Pal (Ed.), Pattern Recognition and Big Data (pp. 605-632) New Jersey, United States: World Scientific.

  • Lovell, Brian C. and Smith, Daniel F. (2014). Secure face recognition for mobile applications. In Maria de Marsico, Michele Nappi and Massimo Tistarelli (Ed.), Face Recognition in Adverse Conditions (pp. 359-386) Hershey, United States: Hershey Information Science Reference. doi:10.4018/978-1-4666-5966-7.ch017

  • Shirazi, Sareh, Alavi, Azadeh, Harandi, Mehrtash T. and Lovell, Brian C. (2013). Graph-embedding discriminant analysis on Riemannian manifolds for visual recognition. In Yun Fu and Yunqian Ma (Ed.), Graph Embedding for Pattern Analysis (pp. 157-176) New York, NY, USA: Springer. doi:10.1007/978-1-4614-4457-2

  • Benois-Pineau, Jenny, Lovell, Brian C. and Andrews, Robert J. (2013). Motion estimation in colour image sequences. In Christine Fernandez-Maloigne (Ed.), Advanced color image processing and analysis (pp. 377-395) New York, NY, United States: Springer. doi:10.1007/978-1-4419-6190-7_11

  • Lovell, Brian C., Sanderson, Conrad and Shan, Ting (2010). Intelligent surveillance and pose-invariant 2D face classification. In Rajat K. de, Deba Prasad Mandel and Ashish Ghosh (Ed.), Machine interpretation of patterns: Image analysis and data mining (pp. 207-229) Singapore, Republic of Singapore: World Scientific.

  • 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. In Horst Bunke, Juan José Villanueva, Gemma Sánchez and Xavier Otazu (Ed.), Progress in Computer Vision and Image Analysis (pp. 557-573) Singapore: World Scientific.

  • Madasu, Vamsi Krishna and Lovell, Brian C. (2008). An Automatic Offline Signature and Forgery Detection System. In Brijesh Verma and Michael Blumenstein (Ed.), Pattern recognition technologies and applications : Recent advances (pp. 63-89) Hersey, PA: Information Science Reference.

  • Lovell, Brian C., Chen, Shaokang and Shan, Ting (2008). Real-time face detection and classification for ICCTV. In John Wang (Ed.), Encyclopedia of Data Warehousing and Mining 2nd ed. (pp. 1-19) Hershey, PA: Information Science Reference.

  • Lovell, Brian C. and Chen, Shaokang (2008). Robust Face recognition for Data Mining. In John Wang (Ed.), Data Warehousing and Mining: Concepts, Methodologies, Tools and Applications (pp. 3621-3629) Hershey, PA: Information Science Reference.

  • Shan, Ting, Bigdeli, Abbas, Lovell, Brian C. and Chen, Shaokang (2008). Robust face recognition technique for a real-time embedded face recognition system. In Brijesh Verma and Michael Blumenstein (Ed.), Pattern recognition technologies and applications : Recent advances (pp. 188-211) Hershey, PA, U.S.A.: Information Science Reference.

  • Shan, T., Lovell, B.C and Chen, S. (2007). Intelligent CCTV via planetary sensor network. In Nitaigour P. Mahalik (Ed.), Sensor Networks and Configuration : Fundamentals, Standards, Platforms, and Applications (pp. 463-484) Berlin, Germany: Springer.

  • Lovell, Brian C. and Walder, Christian J. (2006). Support Vector Machines for Business Applications. In K. Voges and N. Pope (Ed.), Business Applications and Computational Intelligence (pp. 267-290) Hershey, PA., U.S.A.: Idea Group.

  • Lovell, Brian C. and Caelli, Terry (2005). Hidden Markov models for spatio-temporal pattern recognition. In C. H. Chen and P. S. P. Wang (Ed.), Handbook of pattern recognition and computer vision 3rd ed. (pp. 1-16) Singapore: World Scientific Publications.

  • Lovell, Brian C. and Chen, Shaokang (2005). Robust Face Recognition for Data Mining. In Wang, John (Ed.), Encyclopedia of Data Warehousing and Mining (pp. 965-972) Hershey, USA: Idea Group.

Journal Article

Conference Publication

  • 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?. In: 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016. 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, (1-6). 21 - 22 November 2016. 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. In: 2016 23rd International Conference on Pattern Recognition (ICPR). 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, (1095-1100). 4-8 December 2016. doi:10.1109/ICPR.2016.7899782

  • Yang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2017). The GIST of aligning faces. In: 2016 23rd International Conference on Pattern Recognition (ICPR). 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, (3007-3012). 4-8 December 2016. doi:10.1109/ICPR.2016.7900095

  • Yang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2017). To face or not to face: towards reducing false positive of face detection. In: International Conference Image and Vision Computing New Zealand. 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, (7-12). 21 - 22 November 2016. doi:10.1109/IVCNZ.2016.7804415

  • Carvajal, Johanna, Wiliem, Arnold, Sanderson, Conrad and Lovell, Brian (2017). Towards Miss Universe automatic prediction: the evening gown competition. In: 23rd International Conference on Pattern Recognition, ICPR 2016. 23rd International Conference on Pattern Recognition, ICPR 2016, Cancun, Mexico, (1089-1094). 4 - 8 December 2016. doi:10.1109/ICPR.2016.7899781

  • Liu, Liangchen, Nie, Feiping, Zhang, Teng, Wiliem, Arnold and Lovell, Brian C. (2017). Unsupervised automatic attribute discovery method via multi-graph clustering. In: 23rd International Conference on Pattern Recognition (ICPR). International Conference on Pattern Recognition (ICPR), Cancún, México, (1713-1718). 4-8 December 2016. doi:10.1109/ICPR.2016.7899883

  • 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. In: Huiping Cao, Jinyan Li and Ruili Wang, Trends and Applications in Knowledge Discovery and Data Mining. Pacific-Asia Conference on Knowledge Discovery and Data Mining, Auckland, New Zealand, (88-100). 19-22 April 2016. doi:10.1007/978-3-319-42996-0_8

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). Automatic and quantitative evaluation of attribute discovery methods. In: 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, United States, (). 7-10 March 2016. doi:10.1109/WACV.2016.7477693

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang, Zhao, Kun and Lovell, Brian C. (2016). Determining the best attributes for surveillance video keywords generation. In: ISBA 2016 - IEEE International Conference on Identity, Security and Behavior Analysis. 2nd IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2016, Sendai, Japan, (). 29 February - 2 March 2016. doi:10.1109/ISBA.2016.7477239

  • Zhang, Teng, Liu, Liangchen, Wiliem, Arnold and Lovell, Brian (2016). Is Alice chasing or being chased?: Determining subject and object of activities in videos. In: 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, United States, (). 7-10 March 2016. doi:10.1109/WACV.2016.7477710

  • Zhao, Kun, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). Manifold convex hull (MACH): satisfying a need for SPD. In: 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. 23rd IEEE International Conference on Image Processing, ICIP 2016, Phoenix, AZ, United States, (251-255). 25-28 September 2016. doi:10.1109/ICIP.2016.7532357

  • 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. In: 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA). International Conference on Digital Image Computing: Techniques and Applications, DICTA, Adelaide, SA, Australia, (9-14). 23-25 November 2015. 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. In: 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Conference, Brisbane, QLD, Australia, (932-936). 19-24 April 2015. doi:10.1109/ICASSP.2015.7178106

  • 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. In: 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA). International Conference on Digital Image Computing: Techniques and Applications, DICTA, Adelaide, SA, Australia, (130-137). 23-25 November 2015. doi:10.1109/DICTA.2015.7371230

  • 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. In: 2015 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA). 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. doi:10.1109/ISBA.2015.7126344

  • Zhang, Teng, Wiliem, Arnold, Hemson, Graham and Lovell, Brian C. (2015). Detecting kangaroos in the wild: the first step towards automated animal surveillance. In: 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Conference, Brisbane, QLD, Australia, (1961-1965). 19-24 April 2015. doi:10.1109/ICASSP.2015.7178313

  • Zhao, Kun, Wiliem, Arnold and Lovell, Brian (2015). Kernelised orthonormal random projection on grassmann manifolds with applications to action and gait-based gender recognition. In: 2015 IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2015. 2015 IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2015, Hong Kong, (). March 23-25, 2015. doi:10.1109/ISBA.2015.7126348

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2014). Automatic image attribute selection for zero-shot learning of object categories. In: Proceedings - International Conference on Pattern Recognition. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, (2619-2624). 24-28 August, 2014. doi:10.1109/ICPR.2014.452

  • Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Vento, Mario and Wiliem, Arnold (2014). Classifying anti-nuclear antibodies HEp-2 images: A benchmarking platform. In: Proceedings - International Conference on Pattern Recognition. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, (3233-3238). 24 - 28 August 2014. doi:10.1109/ICPR.2014.557

  • Wiliem, Arnold, Hobson, Peter and Lovell, Brian C. (2014). Discovering discriminative cell attributes for HEp-2 specimen image classification. In: 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, (423-430). 24-26 March 2014. doi:10.1109/WACV.2014.6836071

  • Baktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C. and Salzmann, Mathieu (2014). Domain adaptation on the statistical manifold. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, United States, (2481-2488). 23-28 June 2014. doi:10.1109/CVPR.2014.318

  • Chen, Shaokang, Wiliem, Arnold, Sanderson, Conrad and Lovell, Brian C. (2014). Matching image sets via adaptive multi convex hull. In: 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, (1074-1081). 24-26 March 2014. 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. In: Ashfaqur Rahman, Proceedings of the MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis. MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, Gold Coast , QLD, Australia, (19-24). 2 December 2014. doi:10.1145/2689746.2689748

  • Shiraz, Sareh, Harandi, Mehrtash T., Lovell, Brian C. and Sanderson, Conrad (2014). Object tracking via non-Euclidean geometry: A Grassmann approach. In: 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, (901-908). 24-26 March 2014. doi:10.1109/WACV.2014.6836008

  • 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. In: 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, (301-308). 24-26 March 2014. doi:10.1109/WACV.2014.6836085

  • 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. In: Proceedings of IEEE Workshop on Applications of Computer Vision (WACV). 2013 IEEE Workshop on Applications of Computer Vision (WACV), Tampa, FL, United States, (95-102). 15-17 Janunary 2013. doi:10.1109/WACV.2013.6475005

  • Chen, Shaokang, Sanderson, Conrad, Harandi, Mehrtash T and Lovell, Brian C. (2013). Improved image set classification via joint sparse approximated nearest subspaces. In: Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on. 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2013, Portland, OR United States, (452-459). 23 - 28 June 2013. doi:10.1109/CVPR.2013.65

  • Zhang, Teng, Wiliem, Arnold and Lovell, Brian C. (2013). Region-based anomaly localisation in crowded scenes via trajectory analysis and path prediction. In: 2013 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2013. 2013 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2013, Hobart, TAS, Australia, (208-214). November 26, 2013-November 28, 2013. doi:10.1109/DICTA.2013.6691519

  • Sanin, Andres, Sanderson, Conrad, Harandi, Mehrtrash and Lovell, Brian (2013). Spatio-temporal covariance descriptors for action and gesture recognition. In: Proceedings of IEEE Workshop on Applications of Computer Vision. 2013 IEEE Workshop on Applications of Computer Vision, Tampa, FL, United States, (103-110). 15-17 January 2013. doi:10.1109/WACV.2013.6475006

  • Baktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C. and Salzmann, Mathieu (2013). Unsupervised domain adaptation by Domain Invariant Projection. In: Proceedings: 2013 IEEE International Conference on Computer Vision. 2013 IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, (769-776). 1-8 December 2013. doi:10.1109/ICCV.2013.100

  • 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. In: Tom Pfeifer, Anura Jayasumana and Damla Turgut, Proceedings of the 37th Annual IEEE Conference on Local Computer Networks (LCN 2012). 37th Annual IEEE Conference on Local Computer Networks (LCN 2012), Clearwater, FL, United States, (180-183). 22-25 October 2012. doi:10.1109/LCN.2012.6423601

  • 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. In: 2012 IEEE International Conference on Image Processing: ICIP 2012: Proceedings. 2012 19th IEEE International Conference on Image Processing (ICIP), Orlando, United States, (781-784). 30 September - 3 October 2012. doi:10.1109/ICIP.2012.6466976

  • 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. In: Proceedings, 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance : AVSS 2012. 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Beijing, Peoples R China, (294-299). 18-21 September 2012. doi:10.1109/AVSS.2012.23

  • 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. In: Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. 12th European Conference on Computer Vision, ECCV 2012, Florence, Italy, (736-749). 7 - 13 October 2012. doi:10.1007/978-3-642-33712-3_53

  • Mau, Sandra, Dadgostar, Farhad and Lovell, Brian C. (2012). Gaussian probabilistic confidence score for biometric applications. In: 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA). 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), Fremantle, WA, Australia, (6411712.1-6411712.6). 3-5 December 2012. doi:10.1109/DICTA.2012.6411712

  • Yang, Yan, Dadgostar, Farhad, Mau, Sandra and Lovell, Brian C. (2012). Improved person re-identification using statistical approximation. In: 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA). 2012 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Fremantle, WA, Australia, (1-6). 3-5 December 2012. doi:10.1109/DICTA.2012.6411683

  • Sanin, Andres, Sanderson, Conrad, Harandi, Mehrtash and Lovell, Brian C. (2012). K-tangent spaces on Riemannian manifolds for improved pedestrian detection. In: 2012 IEEE International Conference on Image Processing: ICIP 2012: Proceedings. 2012 19th IEEE International Conference on Image Processing (ICIP), Orlando, United States, (473-476). 30 September - 3 October 2012. doi:10.1109/ICIP.2012.6466899

  • 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. In: Proceedings of IEEE Workshop on Applications of Computer Vision. 2012 IEEE Workshop on Applications of Computer Vision, Breckenridge, CO, United States, (433-439). 9-11 January 2012. doi:10.1109/WACV.2012.6163005

  • 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. In: Neural Networks (IJCNN), The 2012 International Joint Conference on. WCCI 2012 IEEE World Congress on Computational Intelligence, Brisbane Australia, (). 10-15 June 2012. doi:10.1109/IJCNN.2012.6252611

  • Emami, Ali, Dadgostar, Farhad, Bigdeli, Abbas and Lovell, Brian C. (2012). Role of spatiotemporal oriented energy features for robust visual tracking in video surveillance. In: Proceedings, 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance : AVSS 2012. 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Beijing, Peoples R China, (349-354). 18-21 September 2012. doi:10.1109/AVSS.2012.64

  • 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. In: Andrew Fitzgibbon, Svetlana Lazebnik, Pietro Perona, Yoichi Sato and Cordelia Schmid, Computer Vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part II. 12th European Conference on Computer Vision, Florence, Italy, (216-229). 7-13 October, 2012. doi:10.1007/978-3-642-33709-3_16

  • Mau, Sandra, Dadgostar, Farhad, Cullinan, Ian, Bigdeli, Abbas and Lovell, Brian C. (2011). A face biometric benchmarking review and characterisation. In: IEEE International Conference on Computer Vision Workshops (ICCV Workshops). IEEE International Conference on Computer Vision Workshops (ICCV Workshops), Barcelona, Spain, (2120-2127). 6-13 November 2011. doi:10.1109/ICCVW.2011.6130510

  • 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. In: Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications. 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), Noosa, QLD, Australia, (1-6). 6 - 8 December 2011. doi:10.1109/DICTA.2011.9

  • Baktashmotlagh, Mahsa, Bigdeli, Abbas and Lovell, Brian C. (2011). Dynamic resource aware sensor networks: Integration of sensor cloud and ERPs. In: Proceedings: 8th International Conference on Advanced Video Surveillance. 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2011, Klagenfurt, Austria, (455-460). 30 August - 2 September 2011. doi:10.1109/AVSS.2011.6027375

  • Harandi, Mehrtash T., Sanderson, Conrad, Bigdeli, Abbas and Lovell, Brian C. (2011). Ensemble of furthest subspace pairs for enhanced image set matching. In: 18th IEEE International Conference on Image Processing (ICIP). 18th IEEE International Conference on Image Processing (ICIP), Brussels, Belguim, (821-824). 11-14 September 2011. doi:10.1109/ICIP.2011.6116683

  • Harandi, Mehrtash T., Sanderson, Conrad, Shirazi, Sareh and Lovell, Brian C. (2011). Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching. In: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, USA, (2705-2712). 20-25 June 2011. doi:10.1109/CVPR.2011.5995564

  • 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. In: 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Colorado Springs, CO, United States, (55-61). 20-25 June 2011. doi:10.1109/CVPRW.2011.5981799

  • Lovell, Brian C., Bigdeli, Abbas and Mau, Sandra (2011). Invited paper: Embedded face and biometric technologies for national and border security. In: 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2011, Colorado Springs, CO, United States, (117-122). 20-25 June 2011. doi:10.1109/CVPRW.2011.5981830

  • Reddy, Vikas, Sanderson, Conrad, Sanin, Andres and Lovell, Brian C. (2011). MRF-based background initialisation for improved foreground detection in cluttered surveillance videos. In: Lecture Notes in Computer Science. Asian Conference on Computer Vision, Queenstown, New Zealand, (547-559). 8-12 November 2010. doi:10.1007/978-3-642-19318-7_43

  • 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. In: 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Colorado Springs, CO, United States, (74-81). 20-25 June 2011. doi:10.1109/CVPRW.2011.5981881

  • Yang, Yan, Dadgostar, Farhad, Sanderson, Conrad and Lovell, Brian C. (2011). Summarisation of surveillance videos by key-frame selection. In: Fifth ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC). Fifth ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Ghent, Belgium, (1-6). 22-25 August 2011. doi:10.1109/ICDSC.2011.6042925

  • 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. In: ASAP 10 - 21st IEEE International Conference on Application-Specific Systems, Architectures and Processors, Conference Proceedings. 21st IEEE International Conference on Application-specific Systems, Architectures and Processors, ASAP 2010, Rennes, France, (81-88). 7 - 9 July 2010. doi:10.1109/ASAP.2010.5540784

  • 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. In: ICDSC - 4th ACM/IEEE International Conference on Distributed Smart Cameras. 4th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2010, Atlanta, GA United States, (238-242). 31 August - 4 September 2010. doi:10.1145/1865987.1866028

  • Reddy, Vikas, Sanderson, Conrad, Sanin, Andres and Lovell, Brian (2010). Adaptive patch-based background modelling for improved foreground object segmentation and tracking. In: Proceedings. IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2010). 2010 7th International Conference on Advanced Video and Signal-Based Surveillance, Boston, MA, United States, (172-179). 29 August - 1 September 2010. doi:10.1109/AVSS.2010.84

  • Harandi, Mehrtash T., Ahmadabadi, Majid Nili, Araabi, Babak Nadjar, Bigdeli, Abbas and Lovell, Brian C. (2010). Directed random subspace method for face recognition. In: Juan E. Guerrero, International Conference on Pattern Recognition. Proceedings of: The 2010 20th International Conference on Pattern Recognition (ICPR). ICPR 2010: 20th International Conference on Pattern Recognition, Istanbul, Turkey, (2688-2691). 23-26 August 2010. doi:10.1109/ICPR.2010.659

  • Wong, Yongkang, Sanderson, Conrad, Mau, Sandra and Lovell, Brian C. (2010). Dynamic amelioration of resolution mismatches for local feature based identity inference. In: Proceedings. 2010 20th International Conference on Pattern Recognition (ICPR). 2010 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, (1200-1203). 23-26 August 2010. doi:10.1109/ICPR.2010.299

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  • Sanin, Andres, Sanderson, Conrad and Lovell, Brian (2010). Improved shadow removal for robust person tracking in surveillance scenarios. In: Proceedings. 2010 20th International Conference on Pattern Recognition (ICPR 2010). International Conference on Pattern Recognition (20th, ICPR 2010), Istanbul, Turkey, (141-144). 23-26 August 2010. doi:10.1109/ICPR.2010.43

  • 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. In: ICDSC '10 Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras. International Conference on Distributed Smart Cameras (ICDSC 2010), Atlanta, GA, United States, (33-40). 31 August - 4 September 2010. doi:10.1145/1865987.1865993

  • Reddy, Vikas, Sanderson, Conrad and Lovell, Brian C. (2010). Robust foreground object segmentation via adaptive region-based background modelling. In: Proceedings. 2010 20th International Conference on Pattern Recognition (ICPR). 2010 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, (3939-3942). 23-26 August 2010. doi:10.1109/ICPR.2010.958

  • Bigdeli, Abbas, Postula, Adam, Lovell, Brian C. and Norouznezhad, Ehsan (2010). Robust object tracking using local oriented energy features and its hardware/software implementation. In: 11th International Conference on Control Automation Robotics & Vision (ICARCV), 2010. 11th International Conference on Control Automation Robotics & Vision (ICARCV), 2010, Singapore, (2060-2066). 7 - 10 December 2010. doi:10.1109/ICARCV.2010.5707853

  • 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. In: ICDSC - 4th ACM/IEEE International Conference on Distributed Smart Cameras. 4th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2010, Atlanta, GA United States, (175-181). 31 August - 4 September 2010. doi:10.1145/1865987.1866015

  • 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. In: 11th International Conference on Control Automation Robotics & Vision (ICARCV), 2010. 11th International Conference on Control Automation Robotics & Vision (ICARCV), 2010, Singapore, (2073-2077). 7-10 December 2010. doi:10.1109/ICARCV.2010.5707809

  • Mau, Sandra, Chen, Shaokang, Sanderson, Conrad and Lovell, Brian C. (2010). Video face matching using subset selection and clustering of probabilistic multi-region histograms. In: 25th International Conference of Image and Vision Computing (IVCNZ). 25th International Conference of Image and Vision Computing (IVCNZ), Queenstown, New Zealand, (1-8). 8 - 9 November 2010. doi:10.1109/IVCNZ.2010.6148860

  • Azman, Amelia W, Bigdeli, Abbas, Biglari-Abhari, Morteza, Mustafah, Yasir M. and Lovell B.C. (2009). A BBN-based framework for adaptive IP-reuse. In: 6th FPGAworld Conference, Academic Proceedings 2009. 6th FPGAworld Conference, FPGAworld 2009, Stockholm, Sweden, (12-17). 10 September 2009. doi:10.1145/1667520.1667521

  • Singh, A., Sawan, S., Hanmandlu, M., Madasu, V. K. and Lovell, B. C. (2009). An abandoned object detection system based on dual background segmentation. In: Lisa O’Conner, Proceedings Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance. AVSS 2009: 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, Genoa, Italy, (352-357). 2-4 September 2009. doi:10.1109/AVSS.2009.74

  • Reddy, Vikas, Sanderson, Conrad and Lovell, Brian, C. (2009). An efficient and robust sequential algorithm for background estimation in video surveillance. In: Proceedings of the 2009 IEEE International Conference on Image Processing. International Conference on Image Processing (ICIP 2009), Cairo, Egypt, (1109-1112). 7-12 November 2009. doi:10.1109/ICIP.2009.5413450

  • Reddy, Vikas, Sanderson, Conrad, Lovell, Brian, C. and Bigdeli, Abbas (2009). An efficient background estimation algorithm for embedded smart cameras. In: 2009 3rd ACM/IEEE International Conference on Distributed Smart Cameras. 3rd ACM/IEEE International Conference on Distributed Smart Cameras, Como, Italy, (1-7). 30 August 2009 - 2 September 2009. 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. In: Digital Image Computing: Techniques and Applications, 2009. DICTA '09. Digital Image Computing: Techniques and Applications, 2009. DICTA '09, Melbourne, Victoria, Australia, (331-338). 1-3 December, 2009. 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. In: Hao Shi, Yanchun Zhang, Murk J. Bottema, Brian C. Lovell and Anthony J. Maeder, 2009 Digital Image Computing: Techniques and Applications. DICTA 2009, Melbourne , Australia, (25-31). 1-3 December 2009. doi:10.1109/DICTA.2009.15

  • Yang, Yan, Lovell, Brian C. and Dadgostar, Farhad (2009). Content-Based Video Retrieval (CBVR) system for CCTV surveillance videos. In: Hao Shi, DICTA 2009 : 2009 digital image computing techniques and applications : proceedings. Digital Image Computing: Techniques and Applications, DICTA 2009, Melbourne, VIC Australia, (183-187). 1 - 3 December 2009. doi:10.1109/DICTA.2009.36

  • Susan, Seba, Hanmandlu, M., Madasu, Vamsi K. and Lovell, Brian C. (2009). Detection of skin lesions by fuzzy entropy based texel identification. In: Peter Zinterhof, Sven Loncaric, Andreas Uhl and Alberto Carini, Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis. ISPA 2009, Salzburg, Austria, (244-249). 16-18 September 2009.

  • 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. In: Hao Sh, Yanchun Zhang, Murk J. Bottema, Brian C. Lovel and Anthony J. Maeder, DICTA 2009 : 2009 digital image computing techniques and applications : proceedings. Digital Image Computing: Techniques and Applications, DICTA 2009, Melbourne, VIC Australia, (66-73). 1 - 3 December 2009. doi:10.1109/DICTA.2009.21

  • Mustafah, Yasir M., Bigdeli, Abbas, Azman, Amelia W. and Lovell, Brian C. (2009). Face detection system design for real time high resolution smart camera. In: Distributed Smart Cameras, 2009, ICDSC 2009, Third ACM/IEEE International Conference on. 3rd ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2009, Como, Italy, (). 30 August - 2 September 2009. doi:10.1109/ICDSC.2009.5289346

  • Madasu, Vamsi K., Lovell, Brian C. and Vasikarla, Shantaram (2009). Fusion of hand based biometrics using ant colony optimization. In: AIPR 2009. Vision: Humans, Animals, and Machines. 38th Applied Imagery Pattern Recognition Workshop, Washington, DC, U.S.A., (11-11). 14-16 October 2009.

  • Sanderson, Conrad and Lovell, Brian C. (2009). Multi-region probabilistic histograms for robust and scalable identity inference. In: Massimo Tistarelli and Mark S. Nixon, Advances in Biometrics: Proceedings of Third International Conference, ICB 2009. 3rd IAPR/IEEE International Conference on Biometrics, Alghero, Italy, (199-208). 2-5 June 2009. doi:10.1007/978-3-642-01793-3_21

  • Wong, Yong, Sanderson, Conrad and Lovell, Brian C. (2009). Regression based non-frontal face synthesis for improved identity verification. In: Xiaoyi Jiang and Nicolai Petkov, Computer Analysis of Images and Patterns. 13th International Conference, CAIP 2009, Munster, Germany, (116-124). 2-4 September, 2009. doi:10.1007/978-3-642-03767-2_14

  • Chen, S., Sanderson, C., Sun S. and Lovell, B. C. (2009). Representative Feature Chain for Single Gallery Image Face Recognition. In: 19th International Conference on Pattern Recognition, 2008. 19th International Conference on Pattern Recognition (ICPR) 2008, Tampa, Florida, USA, (1-4). 8-11 December 2008. doi:10.1109/ICPR.2008.4760975

  • Chen, Shaokang, Sanderson, Conrad, Sun, Sai and Lovell, Brian (2009). Representative feature chain for single gallery image face recognition. In: 19th International Conference on Pattern Recognition, 2008. 19th International Conference on Pattern Recognition, Tampa, USA., (1-4). 8-11 December, 2008.

  • Smith, Andrew W. B. and Lovell, Brian C. (2009). Self occlusions and graph based edge measurement schemes for visual tracking applications. In: DICTA 2009 : 2009 digital image computing techniques and applications : proceedings. Digital Image Computing: Techniques and Applications, DICTA 2009, Melbourne, VIC Australia, (416-423). 1 - 3 December 2009. doi:10.1109/DICTA.2009.74

  • Kong, Suyu, Bhuyan, M. K., Sanderson, C. and Lovell, Brian C. (2009). Tracking of persons for video surveillance of unattended environments. In: 19th International Conference on Pattern Recognition (ICPR 2008). Proceedings. ICPR 2008: 19th International Conference on Pattern Recognition, Tampa, FL, USA, (3998-4001). 8-11 December, 2008. doi:10.1109/ICPR.2008.4761338

  • Norouznezhad, E., Bigdeli, A., Postula, A. and Lovell, B. C. (2008). A high resolution smart camera with GigE Vision extension for surveillance applications. In: Second ACM/IEEE International Conference on Distributed Smart Cameras: ICDSC 2008. 2nd ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC’08), Palo Alto, CA, U.S.A., (337-344). 7-11 September 2008. doi:10.1109/ICDSC.2008.4635711

  • Chen, Shaokang, Berglund, Erik, Bigdeli, Abbas, Sanderson, Conrad and Lovell, Brian C. (2008). Experimental analysis of face recognition on still and CCTV images. In: I. Paulidis and I. Kakadiaris, Advanced Video and Signal Based Surveillance 2008. IEEE International Conference on Advanced Video and Signal Based Surveillance 2008 (AVSS '08), Santa Fe, New Mexico, U.S.A., (317-324). 1-3 September 2008. 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. In: Irie, K. and Pairman, D., 2008 23rd International Conference Image and Vision Computing New Zealand. Image and Vision Computing New Zealand 2008, Lincoln University, New Zealand, (1-6). 26-28 November, 2008. doi:10.1109/IVCNZ.2008.4762136

  • Lovell, Brian C., Chen, Shaokang, Bigdeli, Abbas, Berglund, Erik and Sanderson, Conrad (2008). On Intelligent Surveillance Systems and Face Recognition for Mass Transport Security. In: International Conference on Control, Automation, Robotics and Vision (ICARCV), 2008., Hanoi, Vietnam, (713-718). 17 - 20 December 2008. doi:10.1109/ICARCV.2008.4795605

  • Bhuyan, M. K., Lovell, B. C. and Bigdeli, A. (2008). Tracking with Multiple Cameras for Video Surveillance. In: Digital Image Computing Techniques and Applications. 9th Biennial Conference of the Australian Pattern Recognition Society, Glenelg, SA, Australia, (592-599). 3-5 December 2007. doi:10.1109/DICTA.2007.4426852

  • 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. In: Distributed Smart Cameras 2007 (ICDSC 2007). First ACM/IEEE International Conference on Distributed Smart Cameras 2007, Vienna, Austria, (147-152). 25-28 September 2007. doi:10.1109/ICDSC.2007.4357518

  • Kong, Suyu, Sanderson, C. and Lovell, Brian C. (2007). Classifying and tracking multiple persons for proactive surveillance of mass transport systems. In: Andrea Cavallaro, Proceedings of 2007 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS2007). IEEE Conference on Advanced Video and Signal Based Surveillance 2007 (AVSS2007), London, UK, (159-163). 5-7 September 2007. doi:10.1109/AVSS.2007.4425303

  • Chen S., Shan T. and Lovell B.C. (2007). Combining classifiers in rotated face space. In: Proceedings - Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society, DICTA 2007. Australian Pattern Recognition Society (APRS), Glenelg, SA, (380-386). December 3, 2007-December 5, 2007. doi:10.1109/DICTA.2007.4426822

  • Bigdeli, Abbas, Sim, Colin, Biglari-Abhari, Morteza and Lovell Brian C. (2007). Face Detection on Embedded Systems. In: Proceedings of the 3rd International Conference on Embedded Software and Systems: Lecture Notes in Computer Science. Third International Conference on Embedded Software and Systems, Daegu, Korea, (295-308). 14-16 May 2007. doi:10.1007/978-3-540-72685-2_28

  • Azman, A. W., Bigdeli, A., Mustafah, Y. M. and Lovell, B. C. (2007). Optimizing resources of an FPGA-based smart camera architecture. In: Digital Image Computing Techniques and Applications. 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007), Adelaide, Australia, (600-606). 3-5 December 2007. doi:10.1109/DICTA.2007.4426853

  • 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. In: Digital Image Computing Techniques and Applications. 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007), Adelaide, Australia, (387-393). 3-5 December 2007. doi:10.1109/DICTA.2007.4426823

  • Chen, S., Shan, T. and Lovell, B. C. (2007). Robust Face Recognition in Rotated Eigen Space. In: The Twenty-second International Image and Vision Computing New Zealand Conference, Hamilton, N.Z, (). 5-7th December.

  • 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. In: Proceedings of the 2007 RNSA Security Technology Conference. Recent Advances in Security Technology (RNSA) 2007, Melbourne, Australia, (310-318). 28 September, 2007.

  • Conrad Sanderson, Ting Shan and Brian C. Lovell (2007). Towards Pose-Invariant 2D Face Classification for Surveillance. In: Analysis and Modeling of Faces and Gestures Third InternationalWorkshop, AMFG 2007 proceedings. Analysis and Modeling of Faces and Gestures Third InternationalWorkshop (AMFG 2007), Rio de Janeiro, Brazil, (276-289). 20 October 2007. 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. In: IEEE Conference on Advanced Video and Signal Based Surveillance, 2007 (AVSS 2007). IEEE Conference on Advanced Video and Signal Based Surveillance, 2007 (AVSS 2007), London, United Kingdom, (470-475). 5-7 September 2007. 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. In: Signal Processing Applications for Public Security and Forensics. SAFE 2007: Workshop on Signal Processing Applications for Public Security and Forensics, Washington, DC, USA,, (1-4). 11-13 April 2007.

  • Shan, Ting, Lovell, Brian C. and Chen, Shaokang (2006). Face recognition robust to head pose from one sample image. In: Y. Tang, P. Wang, G. Lorette and D.S. Yeung, Proceedings of the 18th International Conference on Pattern Recognition. 18th International Conference on Pattern Recogntion (ICPR 2006), Hong Kong, (515-518). 20-24 August 2006. doi:10.1109/ICPR.2006.527

  • Smith, A. W. B. and Lovell, B. C. (2006). Measurement Function Design for Visual Tracking Applications. In: Y. Tang, P. Wang, G. Lorette and D. S. Yeung, 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong, (789-792). 20-24 August, 2006. doi:10.1109/ICPR.2006.785

  • McKinnon, D. N. R. and Lovell, B. C. (2005). A Study of the Optimality of Approximate Maximum Likelihood Estimation. In: Lovell, B. and Maeder, A., Proceedings of Workshop on Digital Image Computing 2005 (WDIC2005). APRS Workshop on Digital Image Computing (WFIC 2005), Brisbane, Australia, (121-126). 21 February, 2005.

  • Chiranjivi, G. V. S., Madasu, Vamsi Krishna, Hanmandlu, Madasu and Lovell, Brian C. (2005). Arrhythmia detection in human electrocardiogram. In: Lovell, Brian C. and Maeder, Anthony J., Proceedings of Workshop on Digital Image Computing 2005 (WDIC2005). APRS Workshop on Digital Image Computing, Brisbane, (189-192). 21 February, 2005.

  • Madasu, Vamsi K., Lovell, Brian C. and Kubik, Kurt (2005). Automatic Handwritten Signature Verification System for Australian Passports. In: Science, Engineering and Technology Summit on Counter-Terrorism Technology, Canberra, (53-66). 14 July, 2005.

  • Madasu, Vamsi K. and Lovell, Brian C. (2005). Automatic Segmentation and Recognition of Bank Cheque Fields. In: B. C. Lovell, A. J. Maeder, T. Caelli and S. Ourselin, Proceedings of the Digital Imaging Computing: Techniques and Applications (DICTA 2005). Digital Image Computing: Techniques and Applications (DICTA 20005), Cairns, (223-228). 6-8 December, 2005.

  • Chen, Shaokang, Lovell, Brian C. and Shan, Ting (2005). Combining Generative and Discriminative Learning for Face Recognition. In: Lovell, B.C., Maeder, A.J. and Caelli, T., Proceedings of the Digital Imaging Computing: Techniques and Applications (DICTA2005). Digital Image Computing: Techniques and Applications (DICTA 2005), Cairns, (24-29). 6-8 December, 2005.

  • Lovell, Brian C. (2005). Globally optimal 3D image reconstruction and segmentation via energy minimisation techniques. In: Sankar K. Pal, Sanghamitra Banyopadhyay and Sambhunath Biswas, Pattern Recognition and Machine Intelligence. 1st International Conference on Pattern Recognition and Machine Intelligence (PReMI2005), Kolkata, India, (128-136). 18-22 December 2005.

  • Madasu, Vamsi K., Lovell, Brian C. and Hanmandlu, Madasu (2005). Hand Printed Character Recognition Using Neural Networks. In: International Conference on Cognition and Recognition, Mysore, India, (506-513). 22-23 December, 2005.

  • Liu, Nianjun and Lovell, Brian C. (2005). Hand gesture extraction by active shape models. In: B. C. Lovell, A. J. Maeder, T. Caelli and S. Ourselin, Proceedings of the Digital Imaging Computing: Techniques and Applications Conference (DICTA 2005). Digital Image Computing: Techniques and Applications (DICTA 2005), Cairns, Australia, (59-64). 6-8 December, 2005.

  • Walder, C. J. and Lovell, B. C. (2005). Homogenised Virtual Support Vector Machines. In: B. C. Lovell, A. J. Maeder, T. Caelli and S. Ourselin, Proceedings of the Digital Imaging Computer: Techniques and Applications (DICTA 2005). Digital Image Computing: Techniques and Applications (DICTA 2005), Cairns, Australia, (393-398). 6-8 December, 2005.

  • McKinnon, David N. R. and Lovell, Brian C. (2005). Manufacturing Multiple View Constraints. In: Lovell, Brian C. and Maeder, Anthony J., Workshop on Digital Image Computing. APRS Workshop on Digital Image Computing, Brisbane, (115-120). 21 February, 2005.

  • Seitner, Florian H. and Lovell, Brian C. (2005). Pedestrian Tracking Based on Colour and Spatial Information. In: B. C. Lovell, A.J. Maeder, T. Caelli and S. Ourselin, Proceedings of the Digital Imaging Computer: Techniques and Applications (DICTA 2005). Digital Image Computing: Techniques and Applications (DICTA 2005), Cairns, Australia, (36-43). 6-8 December, 2005.

  • Shan, Ting, Lovell, Brian C. and Chen, Shaokang (2005). Person Location Service on the Planetary Sensor Network. In: Lovell, Brian C. and Maeder, Anthony J., APRS Workshop on Digital Image Computing; Workshop Proceedings. APRS Workshop on Digital Image Computing, Brisbane, (151-156). 21 February, 2005.

  • Wilson, Simon, Lovell, Brian C., Chang, Anne and Masters, Brent (2005). Real-Time Quantitative Bronchoscopy. In: B. C. Lovell, A. J. Maeder, T. Caelli and S. Ourselin, Proceedings of the Digital Imaging Computer: Techniques and Applications (DICTA 2005). Digital Image Computing: Techniques and Applications (DICTA 2005), Cairns, Australia, (349-356). 6-8 December, 2005.

  • Lovell, Brian C. and Chen, Shaokang (2005). Robust face recognition for data mining. In: Brian C. Lovell and Anthony J. Maeder, WDIC 2005 APRS Workshop on Digital Image Computing Workshop Proceedings. APRS Workshop on Digital Image Computing, Brisbane, Australia, (). 21st February, 2005.

  • Wilson, S., Lovell, B. C., Chang, A. and Masters, B. (2005). Visual Odometry for Quantitative Bronchoscopy Using Optical Flow. In: Lovell, Brian C. and Maeder, Anthony J., WDIC2005 APRS Workshop on Digital Image Computing Proceedings. APRS Workshop on Digital Image Computing 2005, Brisbane, Australia, (157-162). 21 February, 2005.

  • Smith, Andrew W. B. and Lovell, Brian C. (2005). Visual tracking for sports applications. In: Lovell, Brian C. and Maeder, Anthony J., Proceedings of WDIC2005. APRS Workshop on Digital Image Computing, Brisbane, (79-84). 21 February, 2005.

  • Leung, C. W., Appleton, B. C., Lovell, B. C. and Sun, C. (2004). An Energy Minimisation Approach to Stereo-Temporal Dense Reconstruction. In: J. Kittler, M. Petrou and M. Nixon, Proceedings of the Seventeenth International Conference on Pattern Recognition. International Conference on Pattern Recognition, Cambridge, United Kingdom, (72-75). 23-26 August. doi:10.1109/ICPR.2004.1333708

  • 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. In: J. Kittler, M. Petrou and M. Nixon, Proceedings of the Seventeenth International Conference on Pattern Recognition. International Conference on Pattern Recognition, Cambridge, UK, (339-342). 23-26 August.

  • 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. In: P. Srimani, Proceedings of the International Conference on Information Technology: Coding and Computing. International Conference on Information Technology (ITCC 2004), Las Vegas, Nevada, U.S.A., (608-613). 5-7 April, 2004. doi:10.1109/ITCC.2004.1286531

  • Chen, Shaokang and Lovell, Brian C. (2004). Illumination and Expression Invariant Face Recognition With One Sample Image. In: Proceedings of the Seventeenth International Conference on Pattern Recognition. The Seventeenth International Conference on Pattern Recognition, Cambridge, UK, (300-303). 23-26 August, 2004. doi:10.1109/ICPR.2004.1334112

  • 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. In: H. Fujisawa and G. Lorette, Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition. International Workshop in Frontiers of Handwriting Recognition, Tokyo, (100-105). 26-29 October.

  • McKinnon, David N. and Lovell, B. C. (2004). Tensor Algebra: A Combinatorial Approach to the Projective Geometry of Figures. In: Klette, Reinhard and Zuni, Jovisa, Combinatorial Image Analysis. IWCIA - Tenth International Workshop on Combinatorial Image Analysis, Auckland, New Zealand, (558-568). 1-3 December, 2004. doi:10.1007/b103936

  • Liu, N., Lovell, B. C., Kootsookos, P. J. and Davis, R. I. A. (2004). Understanding HMM Training For Video Gesture Recognition. In: A. Nishihara and E. Leelarasmee, Proceedings of the Analog and Digital Techniques in Electrical Engineering. The Analog and Digital Techniques in Electrical Engineering, Chiang Mai, Thailand, (567-570). 21-24 November, 2004.

  • Leung, Carlos and Lovell, Brian C. (2003). 3D Reconstruction through Segmentation of Multi-View Image Sequences. In: Brian C. Lovell and Anthony J. Maeder, Proceedings of the 2003 APRS Workshop on Digital Image Computing. Workshop on Digital Image Computing, Brisbane, (87-92). 7 February, 2003.

  • 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. In: Lovell, Brian C. and Maeder, Anthony J., Workshop on Digital Image Computing, Brisbane, (145-148). 7 February, 2003.

  • 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. In: A. Maeder and B. Lovell, Proceedings of the 2003 APRS Workshop on Digital Image Computing. The 2003 APRS Workshop on Digital Image Computing, Brisbane, (145-148). 7 February, 2003.

  • Lovell, Brian C. (2003). Academic Performance of International Students in Electrical Engineering at the University of Queensland. In: A. Brown, Proceedings of the Fourteenth Annual Conference for the Australian Association for Engineering Education. Australian Association for Engineering Education Conference, Melbourne, (59-64). 29 September - 4 October.

  • Walder, Christian, Lovell, Brian C. and Kootsookos, Peter J. (2003). Algebraic Curve Fitting Support Vector Machines. In: C. Sun, H. Talbot, S. Ourselin and T. Adriaansen, Digital Image Computing: Techniques and Applications. Digital Image Computing Techniques and Applications 2003, Sydney, (693-702). December, 2003.

  • Hinrichs, Enrico, Appleton, Ben, Lovell, Brian C. and Galloway, Graham John (2003). Autonomous Direct 3D Segmentation of Articular Knee Cartilage. In: Brian C. Lovell, Duncan A. Campbell, Clinton B. Fookes and Anthony J. Maeder, Proceedings of the Eighth Australian and New Zealand Intelligent Information Systems Conference. Australian and New Zealand Intelligent Information Systems, Sydney, Australia, (417-420). 10-12 December, 2003.

  • Smith, Andrew W. B. and Lovell, Brian C. (2003). Autonomous Sports Training from Visual Cues. In: Lovell, Brian C., Campbell, Duncan A., Fookes, Clinton B. and Maeder, Anthony J., Proceedings of the 8th Australian and New Zealand Intelligent Information Systems Conference. The 8th Australian and New Zealand Intelligent Information Systems Conference, Sydney, (279-284). 10-12 December, 2003.

  • Andrews, Robert J. and Lovell, Brian C. (2003). Color Optical Flow. In: Lovell, Brian C. and Maeder, Anthony J, Proceedings of the 2003 APRS Workshop on Digital Image Computing. Workshop on Digital Image Computing, Brisbane, (135-139). 7 February, 2003.

  • Liu, Nianjun, Lovell, Brian C. and Kootsookos, Peter J. (2003). Evaluation of HMM Training Algorithms for Letter Hand Gesture Recognition. In: A. Gershman and D. Serpanos, Proceedings of the IEEE International Symposium on Signal Processing and Information Technology. IEEE International Symposium on Signal Processing and Information Technology, Darmstadt, (WA4-7). 14-17 December.

  • Chen, Shaokang and Lovell, Brian C. (2003). Face Recognition with One Sample Image per Class. In: Lovell, Brian C., Campbell, Duncan A., Fookes, Clinton B. and Maeder, Anthony J., Proceedings of the Eighth Australian and New Zealand Intelligent Information Systems Conference. Australian and New Zealand Intelligent Information Systems, Sydney, (83-88). 10-12 December.

  • Liu, Nianjun and Lovell, Brian C. (2003). Gesture Classification Using Hidden Markov Models and Viterbi Path Counting. In: Sun, C., Talbot, H., Ourselin, S. and Adriaansen, T., Proceedings of the Seventh Biennial Australian Pattern Recognition Society Conference. The Seventh Biennial Australian Pattern Recognition Society Conference, Sydney, (273-282). 10-12 December.

  • Lovell, Brian C. (2003). Hidden Markov Models for Spatio-Temporal Pattern Recognition and Image Segmentation. In: Mukherjee, Dipti Prasad and Pal, Srimanta, Proceedings of the International Conference on Advances in Pattern Recognition. International Conference on Advances in Pattern Recognition, Calcutta, (60-65). 10-13 December.

  • Davis, Richard I. A. and Lovell, Brian C. (2003). Improved Ensemble Training for Hidden Markov Models using Random Relative Node Permutations. In: Lovell, Brian C. and Maeder, Anthony J., Proceedings of the 2003 APRS Workshop on Digital Image Computing. The 2003 APRS Workshop on Digital Image Computing, Brisbane, (83-86). 7 February, 2003.

  • Walder, Christian J. and Lovell, Brian C. (2003). Kernel Based Algebraic Curve Fitting. In: Mukherjee, Dipti Prasad and Pal, Srimanta, Proceedings of the International Conference on Advances in Pattern Recognition. International Conference on Advances in Pattern Recogntion, Calcutta, (387-390). 10-13 December.

  • Andrews, Robert J. and Lovell, Brian C. (2003). OFCat: An Extensible GUI-Driven Optical Flow Comparison Tool. In: Lovell, Brian C. and Maeder, Anthony J., Proceedings of the 2003 APRS Workshop on Digital Image Computing. The 2003 APRS Workshop on Digital Image Computing, Brisbane, (129-133). 7 February, 2003.

  • McKinnon, David, Jones, Barry and Lovell, Brian C. (2003). Polytopes, Feasible Regions and Occlusions in the n-view Reconstruction Problem. In: Brian C.Lovell and Anthony J.Maeder, Proceedings of the 2003 APRS Workshop on Digital Image Computing. Workshop on Digital Image Computing, Brisbane, (77-82). 7 February, 2003.

  • McKinnon, David N. and Lovell, Brian C. (2003). Towards Closed Form Solutions to the Multiview Constraints of Curves and Surfaces. In: C. Sun, H. Talbot, S. Ourselin and T. Adriaansen, Proceedings of the Seventh Biennial Australian Pattern Recognition Society Conference. The Seventh Biennial Australian Pattern Recognition Society Conference, Sydney, (519-528). 10- 12 December.

  • Walder, Christian J., Kootsookos, Peter J. and Lovell, Brian C. (2003). Towards a Maximum Entropy Method for Estimating HMM Parameters. In: Lovell, Brian C. and Maeder, Anthony J, Proceedings of the 2003 APRS Workshop on Digital Image Computing. Workshop on Digital Image Computing, Brisbane, (45-49). February 7, 2003.

  • Chen, S., Lovell, B. C. and Sun, S. (2002). Face Recognition with APCA in Variant Illuminations. In: Chandran, V., Proceedings of the Fourth Australasian Workshop on Signal Processing and Applications 2002. Fourth Australasian Workshop on Signal Processing and Applications 2002, Brisbane, (9-12). 17-18 December, 2002.

  • Walder, C. J. and Lovell, B. C. (2002). Face and Object Recognition and Detection Using Colour Vector Quantisation. In: V. Chandran, Proceedings of the Fourth Australasian Workshop on Signal Processing and Applications 2002. Fourth Australasian Workshop on Signal Processing and Applications 2002, Brisbane, (27-30). 17-18 December, 2002.

  • Vignon, D., Lovell, Brian C. and Andrews, Robert J. (2002). General Purpose Real-Time Object Tracking using Hausdorff Transforms. In: Proceedings of the Ninth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems. 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Annency, France, (1-6). 1-5 July, 2002.

  • Davis, R. I. A., Walder, C. J. and Lovell, Brian C. (2002). Improved Classification Using Hidden Markov Averaging From Multiple Observation Sequences. In: V. Chandran, Proceedings of the Fourth Australasian Workshop on Signal Processing and Applications 2002. Fourth Australasian Workshop on Signal Processing and Applications 2002, Brisbane, (89-92). 17-18 December, 2002.

  • Davis, Richard I. A., Lovell, Brian C. and Caelli, Terry (2002). Improved estimation of hidden Markov model parameters from multiple observation sequences. In: R. Kasturi, D. Laurendeau and C. Suen, Proceedings of the International Conference on Pattern Recognition. International Conference on Pattern Recognition, Quebec City, Canada, (168-171). 11-15 August, 2002.

  • Lovell, Brian C. and Heckenberg, Daniel (2002). Low-Cost Real-Time Gesture Recognition. In: ACCV2002, , (336-341). 22-25 January, 2002.

  • Lovell, B. C. and Heckenberg, D. R. (2002). Low-cost real-time gesture recognition. In: D. Suter and A. Bab-Hadiashar, DICTA2002 Proceedings. Digital Image Computing Techniques and Applications, Melbourne, (241-246). 21-22 January, 2002.

  • Mckinnon, D., Kubik, K. K. T. and Lovell, B. C. (2002). Portable VXL system for computing structure from motion. In: D. Suter and A. Bab-Hadiashar, DICTA2002 Proceedings. Digital Image Computing Techniques and Applications, Melbourne, (51-56). 21-22 January, 2002.

  • Vignon, D. and Lovell, B. C. (2002). Real-time Hausdorff-based tracking. In: D. Suter and A. Bab-Hadiashar, DICTA2002 Proceedings. Digital Image Computing Techniques and Applications, Melbourne, (336-340). 21-22 January, 2002.

  • Liu, N. and Lovell, B. C. (2002). Real-time two hands tracking system. In: Proceedings of the 2002 International Technical Conference on Circuits, Systems, Computers and Communications. The 2002 International Technical Conference on Circuits, Systems, Computers and Communications, Phuket, Thailand, (1491-1494). 16-19 July, 2002.

  • Liu, Nianjun and Lovell, Brian C. (2001). MMX-Accelerated Real-Time Hand Tracking System. In: IVCNZ 2001, Dunedin, New Zealand, (381-385). 26-28 November, 2001.

  • Liu, N. and Lovell, B. C. (2001). MMX-accelerated real-time hand tracking system. In: K. Novins, B. McCane and S. Ming-Wong, Proceedings: Image and Vision Computing New Zealand 2001. Image and Vision Computing 2001, Dunedin, New Zealand, (381-386). 26-28 November, 2001.

  • Bamford, Pascal and Lovell, Brian C. (2001). Method for Accurate Unsupervised Cell Nucleus Segmentation. In: M. Akay, Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology, Istanbul, Turkey, (1-5). 25-28 October, 2001.

  • Chen, Shaokang and Lovell, Brian C. (2001). Real-Time MMX-Accelerated Image Stabilization System. In: IVCNZ2001, Dunedin, New Zealand, (163-168). 26-28 November, 2001.

  • Chen, S. and Lovell, B. C. (2001). Real-time MMX-accelerated image stabilization system. In: K. Novins, B. McCane and S. Ming-Wong, Proceedings: Image and Vision Computing New Zealand 2001. Image and Vision Computing 2001, Dunedin, New Zealand, (163-168). 26-28 November, 2001.

  • Heckenberg, D. and Lovell, Brian C. (2000). MIME: A Gesture-Driven Computer Interface. In: Visual Communications and Image Processing, SPIE, V 4067, Perth, Australia, (261-268). 20-23 June, 2000. doi:10.1117/12.386641

  • Cendrillon, Raphael and Lovell, Brian C. (2000). Real-Time Face Recognition Using Eigenfaces. In: Visual Communications and Image Processing, SPIE, V 4067, Perth, (269-276). 20-23 June, 2000. doi:10.1117/12.386642

  • Bamford, Pascal and Lovell, Brian C. (1999). A methodology for quality control in cell nucleus segmentation. In: Proceedings of the Digital Image Computing: Techniques & Applications. Digital Image Computing: Techniques and Applications, Perth, Australia, (21-25). 7th - 8th December, 1999.

  • 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. In: Conference Proceedings Digital Image Computing: Techniques & Applications. Digital Image Computing Techniques and Applications, Perth, (201-205). 7th - 8th December, 1999.

  • Bamford, P. C., Jackway, P. T. and Lovell, Brian (1999). Progress in the robust automated segmentation of real cell images. In: Binh Pham, Michael Braun, Anthony J. Maeder and Michael P. Eckert, Proceedings of SPIE: New Approaches in Medical Image Analysis. New Approaches in Medical Image Analysis, Ballarat, Australia, (34-56). 31 July 1998. doi:10.1117/12.351626

  • Bamford, Pascal and Lovell, Brian C. (1998). Bayesian Analysis of Cell Nucleus Segmentation by a Viterbi Search Based Active Contour. In: Jain, Anil K., Venkatesh, Svetha and Lovell, Brian C., International Conference on Pattern Recognition, Brisbane, Australia, (133-135). August 16 - 20, 1998.

  • Bamford, Pascal and Lovell, Brian C. (1998). Improving the Robustness of Cell Nucleus Segmentation. In: British Machine Vision Conference, Southampton, UK, (518-524). September 14 - 17, 1998.

  • Paget, R., Lovell, Brian C. and Longstaff, I. D. (1997). Texture Classification Using Nonparametric Random Fields. In: 13th International Conference on Signal Processing, Santorini, Greece, (67-70). July 2-4, 1997.

  • Bamford Pascal and Lovell Brian (1997). Two-stage scene segmentation scheme for the automatic collection of cervical cell images. In: Speech and Image Technologies for Computing and Telecommunications. Proceedings of the 1997 IEEE TENCON Conference. Part 1 (of 2), Brisbane, Australia, (683-686). December 2, 1997-December 4, 1997.

  • Bamford, Pascal and Lovell, Brian C. (1996). A Water Immersion Algorithm for Cytological Image Segmentation. In: APRS Image Segmentation Workshop, Sydney, Australia, (75-79). 13 December, 1996.

  • Bradley, Andrew P., Jackway, Paul and Lovell, Brian C. (1995). Classification In Scale-Space: Applications To Texture. In: XIVth International Conference on Information Processing in Medical Imaging (IPMI), Ile de Berder, France, (375-376). Jun, 1995.

  • Bradley, AP, Jackway, PT and Lovell, BC (1995). Classification in scale-space: Applications to texture analysis. In: Information Processing in Medical Imaging. 14th International Conference on Information Processing in Medical Imaging, Ile De Berder France, (375-376). Jun, 1995.

  • Bradley, Andrew P. and Lovell, Brian C. (1995). Cost-Sensitive Decision Tree Pruning: Use of the ROC Curve. In: Eighth Australian Joint Conference on Artificial Intelligence, Canberra, Australia, (1-8 / 565). November, 1995.

  • Bradley, Andrew P., Lovell, Brian C. and Jackway, Paul T. (1995). Scale-Space Texture Analysis. In: Digital Image Computing: Techniques and Applications (DICTA '95), Brisbane, (68-73). December, 1995.

  • Jeacocke, Mark B. and Lovell, Brian C. (1994). A Multi-Resolution Algorithm for Cytological Image Segmentation. In: Australian and New Zealand Conference on Intelligent Information Systems, Brisbane, Australia, (322-326). 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. In: Australian and New Zealand Conference on Intelligent Information Systems, Brisbane, Australia, (297-301). 1994.

  • Bradley, Andrew P. and Lovell, Brian C. (1994). Inductive Learning using Multiscale Classification. In: Fifth Australian Conference on Neural Networks (ACNN '94), Brisbane, Australia, (133-136). February, 1994.

  • Lee, S. and Lovell, Brian C. (1994). Modelling and Classification of Shapes in Two-Dimensions Using Vector Quantization. In: IEEE International Conference on ASSP, Adelaide Australia, (141-144). 1994.

  • Bradley, Andrew P., Lovell, Brian C., Ray, Michael and Hawson, Geoffrey (1994). On the Methodology for Comparing Learning Algorithms: A Case Study. In: Australian and New Zealand Conference on Intelligent Information Systems (ANZIIS'94), Brisbane, Australia, (37-41). November, 1994.

  • Paget, R., Lovell, Brian C. and Longstaff, I. D. (1993). Mutiprocessor Adaptation of a Texture Segmentation Scheme for Satellite Radar Images. In: Digital Image Computing: Techniques and Applications, Sydney, Australia, (203-211). December, 1993.

  • Kootsookos, Peter J., Tsoi, A. C. and Lovell, Brian C. (1992). Speech Enhancement for Robust Speaker Verification. In: Speech, Science and Technology conference, Brisbane, (521-526). December.

  • Lovell, Brian C., Kootsookos, Peter J. and Williamson, R. C. (1991). The Circular Nature Of Discrete-Time Frequency Estimates. In: IEEE International Conference on ASSP, Toronto, (3369-3372). May, 1991.

  • Lovell, Brian C., Kootsookos, Peter J. and Williamson, Robert C. (1990). Efficient Frequency Estimation and Time-Frequency Representations. In: Boashash, Boualem and Boles, Peter, International Symposium on Signal Processing and Its Applications 1990, Gold Coast, Australia, (170-173). August.

  • Boashash, Boualem, Lovell, Brian C. and Kootsookos, Peter J. (1989). Time-Frequency Signal Analysis and Instantaneous Frequency Estimation: Methodology, Relationships and Implementation. In: International Symposium on Circuits and Systems, , (1237-1242). 1989.

  • Boashash, B. and Lovell, Brian C. (1988). Segmentation of Non-Stationary Signals with Applications. In: IEEE International Conference on ASSP, New York, (2685-2688). 1988.

Edited Outputs

Other Outputs

Grants (Administered at UQ)

PhD and MPhil Supervision

Current Supervision

  • Doctor Philosophy — Principal Advisor

    Other advisors:

  • Doctor Philosophy — Principal Advisor

    Other advisors:

  • Doctor Philosophy — Principal Advisor

    Other advisors:

  • Doctor Philosophy — Principal Advisor

    Other advisors:

  • Master Philosophy — Associate Advisor

    Other advisors:

Completed Supervision