Dr Conrad Sanderson

Adjunct Senior Fellow

School of Information Technology and Electrical Engineering
Faculty of Engineering, Architecture and Information Technology

Overview

Publications

  • 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

  • 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

  • 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: 83-93. doi:10.1109/TCSVT.2012.2203199

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • Sanderson, Conrad, Gibbons, Danny and Searle, Stephen (2008) On statistical approaches to target silhouette classification in difficult conditions. Digital Signal Processing, 18 3: 375-390. doi:10.1016/j.dsp.2007.05.008

  • Sanderson, Conrad Biometric person recognition : Face, speech and fusion. Saarbrücken, Germany: VDM-Verlag, 2008.

  • Sanderson, Conrad, Bengio, Samy and Gao, Yongsheng (2006) On transforming statistical models for non-frontal face verification. Pattern Recognition, 39 2: 288-302. doi:10.1016/j.patcog.2005.07.001

  • Cardinaux, F., Sanderson, C. and Bengio, S. (2006) User authentication via adapted statistical models of face images. IEEE Transactions on Signal Processing, 54 1: 361-373. doi:10.1109/TSP.2005.861075

  • Sanderson, Conrad and Paliwal, Kuldip K. (2005) Identity Verification Using Speech and Face Information. Digital signal processing, 14 5: 449-480. doi:10.1016/j.dsp.2004.05.001

View all Publications

Publications

Featured Publications

Book

Book Chapter

Journal Article

Conference Publication

  • 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

  • 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. PAKDD, Workshop on Machine Learning for Sensory Data Analysis (MLSDA), Auckland, New Zealand, (88-100). 19-22 April 2016. doi:10.1007/978-3-319-42996-0_8

  • Ge, ZongYuan, McCool, Chris, Sanderson, Conrad, Wang, Peng, Liu, Lingqiao, Reid, Ian and Corke, Peter (2016). Exploiting temporal information for DCNN-based fine-grained object classification. In: 2016 International Conference On Digital Image Computing: Techniques and Applications (Dicta). International Conference on Digital Image Computing - Techniques and Applications (DICTA), Gold Coast, Australia, (442-447). 30 November-2 December 2016. doi:10.1109/DICTA.2016.7797039

  • Ge, Zong Yuan, Bewley, Alex, McCool, Christopher, Corke, Peter, Upcroft, Ben and Sanderson, Conrad (2016). Fine-grained classification via mixture of deep convolutional neural networks. In: IEEE Winter Conference on Applications of Computer Vision, WACV 2016. 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016, Lake Placid, NY, U.S.A., (1-6). 7-10 March 2016. doi:10.1109/WACV.2016.7477700

  • Shirazi, Sareh, Sanderson, Conrad, McCool, Chris and Harandi, Mehrtash T. (2015). Bags of affine subspaces for robust object tracking. In: 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA). International Conference on Digital Image Computing: Techniques and Applications, DICTA 2015, Adelaide, South Australia, (198-204). 23-25 November 2015. doi:10.1109/DICTA.2015.7371239

  • Ge, Zong Yuan, McCool, Christopher, Sanderson, Conrad and Corke, Peter (2015). Subset feature learning for fine-grained category classification. In: 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2015. IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2015, Boston, MA, United States, (46-52). 7-12 June, 2015. doi:10.1109/CVPRW.2015.7301271

  • 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

  • Carvajal, Johanna, McCool, Chris and Sanderson, Conrad (2014). Summarisation of short-term and long-term videos using texture and colour. 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, (769-775). 24-26 March 2014. doi:10.1109/WACV.2014.6836025

  • 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

  • Alavi, Azadeh, Yang, Yan, Harandi, Mehrtash and Sanderson, Conrad (2013). Multi-shot person re-identification via relational Stein divergence. In: 2013 IEEE International Conference on Image Processing ICIP 2013: Proceedings. 2013 IEEE International Conference on Image Processing (ICIP 2013), Melbourne, Australia, (3542-3546). 15-18 September 2013. doi:10.1109/ICIP.2013.6738731

  • Alavi, Azadeh, Harandi, Mehrtash and Sanderson, Conrad (2013). Relational divergence based classification on Riemannian manifolds. In: Proceedings of IEEE Workshop on Applications of Computer Vision. 2013 IEEE Workshop on Applications of Computer Vision, Tampa, FL, United States, (111-116). 15-17 January 2013. doi:10.1109/WACV.2013.6475007

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • Asthana, Akshay, Gedeon, Tom, Goecke, Roland and Sanderson, Conrad (2009). Learning-based face synthesis for pose-robust recognition from single image. In: Proceedings of the British Machine Vision Conference 2009. British Machine Vision Conference 2009, Trinity College, Dublin, UK, (1-10). 2-4 September, 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.

  • 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

  • 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

  • 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

  • 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

  • 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.

  • Bedo, Justin, Sanderson, Conrad and Kowalczyk, Adam (2006). An efficient alternative to SVM based recursive feature elimination with applications in natural language processing and bioinformatics. In: A. Sattar and B. H. Kang, AI 2006: Advances in Artificial Intelligence. 19th Australian Joint Conference on Artificial Intelligence, Hobart, Tasmania, Australia, (170-180). 4-8 December 2006. doi:10.1007/11941439_21

  • Sanderson, Conrad and Guenter, Simon (2006). On authorship attribution via Markov chains and sequence kernels. In: Pattern Recognition 2006 (ICPR 2006). 18th International Conference on Pattern Recognition 2006 (ICPR 2006), Hong Kong, China, (437-440). 20-24 August 2006. doi:10.1109/ICPR.2006.899

  • Sanderson, Conrad and Guenter, Simon (2006). Short text authorship attribution via sequence kernels, Markov chains and author unmasking: An investigation. In: 2006 Conference on Empirical Methods in Natural Language Processing: Proceedings of the Conference. 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006), University of Technology, Sydney, Australia, (482-491). 22-23 July 2006.

  • Messer, K., Kittler, J., Sadeghi, M., Hamouz, M., Kostyn, A., Marcel, S., Bengio, S., Cardinaux, F., Sanderson, C., Poh, N., Rodriguez, Y., Kryszczuk, K., Czyz, J., Vandendorpe, L., Ng, J., Cheung, H. and Tang, B. (2004). Face Authentication Competition on the BANCA Database. In: Lecture Notes in Computer Science. 1st International Conference on Biometric Authentication, Hong Kong, China, (8-15). 15th - 17th July, 2004. doi:10.1007/b98225

  • Cardinaux, F., Sanderson, C. and Bengio, S. (2004). Face verification using adapted generative models. In: Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Sixth IEEE International Conference on Automatic Face and Gesture Recognition 2004 (FGR 2004), Seoul, Korea, (825-830). 17-19 May 2004. doi:10.1109/AFGR.2004.1301636

  • Sanderson, C. and Gibbins, D. (2004). On classifying silhouettes in adverse conditions. In: Proceedings of the 2004 International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2004). International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2004), Grand Hyatt, Melbourne, Australia, (173-178). 14-17 December 2004. doi:10.1109/ISSNIP.2004.1417457

  • Thian, N.P. H., Sanderson, C. and Bengio, S. (2004). Spectral Subband Centroids as Complementary features for Speaker Authentication. In: Lecture Notes in Computer Science: Biometric authentication : Lecture Notes in Computer Science 3072. Biometric authentication : first international conference, ICBA 2004, Hong Kong, (631-639). July 15-17, 2004. doi:10.1007/b98225

  • Sanderson, C. and Bengio, S. (2004). Statistical transformations of frontal models for non-frontal face verification. In: Image Processing 2004 (ICIP 2004). International Conference on Image Processing (ICIP 2004), Singapore, (585-588). 24-27 October 2004. doi:10.1109/ICIP.2004.1418822

  • Cardinaux, Fabien, Sanderson, Conrad and Marcel, Sebastien (2003). Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS. In: Lecture Notes in Computer Science. Audio- and Video-Based Biometric Person Authentication: 4th International Conference, AVBPA 2003, Guildford, UK,, (911-920). 9th – 11th June, 2003. doi:10.1007/3-540-44887-X

  • Messer, K., Kittler, J., Sadeghi, M., Marcel, S., Marcel, C., Bengio, S., Cardinaux, F., Sanderson, C., Czyz, J., Vandendorpe, L., Srisuk, S., Petrou, M., Kurutach, W., Kadryrov, A., Paredes, R., Kepenekci, B., Tek, F. B., Akar, G. B., Deravi, F. and Mavity, N. (2003). Face Verification Competition on the XM2VTS Database. In: Audio- and Video-Based Biometric Person Authentication 4th International Conference. Audio-and video-based biometric person authentication : 4th International Conference, AVBPA 2003,, Guidford, UK, (964-974). June 9–11, 2003. doi:10.1007/3-540-44887-X_112

  • Sanderson, C. and Paliwal, K. K. (2003). Noise resistant audio-visual verification via structural constraints. In: Proceedings (ICASSP '03). 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing. (ICASSP '03). 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, Martigny, Switzerland, (716-719). 6-10 April, 2003.

  • Sanderson, C. and Bengio, S. (2003). Robust Features for Frontal Face Authentication in Difficult Image Conditions. In: Lecture Notes in Computer Science 2688. Audio-and video-based biometric person authentication : 4th International Conference, AVBPA 2003, Guildford, UK, (495-504). June 2003. doi:10.1007/3-540-44887-X_59

  • Sanderson, C., Bengio, S., Bourlard, H., Mariethoz, J, Collobert, R., BenZeghiba, M.F., Cardinaux, F. and Marcel, S. (2003). Speech & face based biometric authentication at IDIAP. In: Proceedings of ICME '03. Proceedings. 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings. 2003 International Conference on Multimedia and Expo, 2003, Baltimore, MD, USA, (1-4). 6-9 July, 2003.

  • Sanderson, C. and Paliwal, K. K. (2002). Polynomial Features for Robust Face Authentication. In: IEEE International Conference on Image Processing (ICIP). IEEE International Conference on Image Processing, Rochester, NY, (997-1000). 22nd - 25th September, 2002.

PhD and MPhil Supervision

Completed Supervision