Conrad Sanderson

Vikas Reddy, Conrad Sanderson, Brian C. Lovell: Improved Foreground Detection via Block-Based Classifier Cascade With Probabilistic Decision Integration. IEEE Trans. Circuits Syst. Video Techn. 23(1): 83-93 (2013)

Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell: Classification of Human Epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors. WACV 2013: 95-102

Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell: Spatio-temporal covariance descriptors for action and gesture recognition. WACV 2013: 103-110

Azadeh Alavi, Mehrtash Tafazzoli Harandi, Conrad Sanderson: Relational divergence based classification on Riemannian manifolds. WACV 2013: 111-116

Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson: On Robust Face Recognition via Sparse Encoding: the Good, the Bad, and the Ugly. CoRR abs/1303.1624 (2013)

Vikas Reddy, Conrad Sanderson, Brian C. Lovell: A Low-Complexity Algorithm for Static Background Estimation from Cluttered Image Sequences in Surveillance Contexts. CoRR abs/1303.2465 (2013)

Conrad Sanderson, Mehrtash Tafazzoli Harandi, Yongkang Wong, Brian C. Lovell: Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification. CoRR abs/1303.2783 (2013)

Vikas Reddy, Conrad Sanderson, Brian C. Lovell: Improved Foreground Detection via Block-based Classifier Cascade with Probabilistic Decision Integration. CoRR abs/1303.4160 (2013)

Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell: Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition. CoRR abs/1303.6021 (2013)

Sandra Mau, Shaokang Chen, Conrad Sanderson, Brian C. Lovell: Video Face Matching using Subset Selection and Clustering of Probabilistic Multi-Region Histograms. CoRR abs/1303.6361 (2013)

Yongkang Wong, Shaokang Chen, Sandra Mau, Conrad Sanderson, Brian C. Lovell: Patch-based Probabilistic Image Quality Assessment for Face Selection and Improved Video-based Face Recognition. CoRR abs/1304.0869 (2013)

Vikas Reddy, Conrad Sanderson, Brian C. Lovell: Improved Anomaly Detection in Crowded Scenes via Cell-based Analysis of Foreground Speed, Size and Texture. CoRR abs/1304.0886 (2013)

Andres Sanin, Conrad Sanderson, Brian C. Lovell: Shadow Detection: A Survey and Comparative Evaluation of Recent Methods. CoRR abs/1304.1233 (2013)

Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell: Classification of Human Epithelial Type 2 Cell Indirect Immunofluoresence Images via Codebook Based Descriptors. CoRR abs/1304.1262 (2013)

Yongkang Wong, Conrad Sanderson, Sandra Mau, Brian C. Lovell: Dynamic Amelioration of Resolution Mismatches for Local Feature Based Identity Inference. CoRR abs/1304.2133 (2013)

Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard Hartley, Brian C. Lovell: Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach. CoRR abs/1304.4344 (2013)

Andres Sanin, Conrad Sanderson, Brian C. Lovell: Shadow detection: A survey and comparative evaluation of recent methods. Pattern Recognition 45(4): 1684-1695 (2012)

Conrad Sanderson, Mehrtash Tafazzoli Harandi, Yongkang Wong, Brian C. Lovell: Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification. AVSS 2012: 294-299

Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard Hartley, Brian C. Lovell: Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach. ECCV (2) 2012: 216-229

Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell: K-tangent spaces on Riemannian manifolds for improved pedestrian detection. ICIP 2012: 473-476

Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Azadeh Alavi, Brian C. Lovell: Clustering on Grassmann manifolds via kernel embedding with application to action analysis. ICIP 2012: 781-784

Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Brian C. Lovell: On robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches. IJCNN 2012: 1-8

Mehrtash Tafazzoli Harandi, Conrad Sanderson, Arnold Wiliem, Brian C. Lovell: Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures. WACV 2012: 433-439

Shaokang Chen, Sandra Mau, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Abbas Bigdeli, Brian C. Lovell: Face Recognition from Still Images to Video Sequences: A Local-Feature-Based Framework. EURASIP J. Image and Video Processing 2011 (2011)

Vikas Reddy, Conrad Sanderson, Brian C. Lovell: A Low-Complexity Algorithm for Static Background Estimation from Cluttered Image Sequences in Surveillance Contexts. EURASIP J. Image and Video Processing 2011 (2011)

Mehrtash Tafazzoli Harandi, Conrad Sanderson, Sareh Abolahrari Shirazi, Brian C. Lovell: Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching. CVPR 2011: 2705-2712

Yan Yang, Farhad Dadgostar, Conrad Sanderson, Brian C. Lovell: Summarisation of surveillance videos by key-frame selection. ICDSC 2011: 1-6

Mehrtash Tafazzoli Harandi, Conrad Sanderson, Abbas Bigdeli, Brian C. Lovell: Ensemble of furthest subspace pairs for enhanced image set matching. ICIP 2011: 821-824

Vikas Reddy, Conrad Sanderson, Andres Sanin, Brian C. Lovell: MRF-Based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos. ACCV (3) 2010: 547-559

Vikas Reddy, Conrad Sanderson, Andres Sanin, Brian C. Lovell: Adaptive Patch-Based Background Modelling for Improved Foreground Object Segmentation and Tracking. AVSS 2010: 172-179

Andres Sanin, Conrad Sanderson, Brian C. Lovell: Improved Shadow Removal for Robust Person Tracking in Surveillance Scenarios. ICPR 2010: 141-144

Sébastien Marcel, Chris McCool, Pavel Matejka, Timo Ahonen, Jan Cernocký, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Chi-Ho Chan, Josef Kittler, Norman Poh, Benoit G. B. Fauve, Ondrej Glembek, Oldrich Plchot, Zdenek Jancik, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Ping-Han Lee, Jui-Yu Hung, Si-Wei Wu, Yi-Ping Hung, Lukás Machlica, John S. D. Mason, Sandra Mau, Conrad Sanderson, David Monzo, Antonio Albiol, Hieu V. Nguyen, Li Bai, Yan Wang, Matti Niskanen, Markus Turtinen, Juan Arturo Nolazco-Flores, L. Paola García-Perera, Roberto Aceves-Lopez, Mauricio Villegas, Roberto Paredes: On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. ICPR Contests 2010: 210-225

Yongkang Wong, Conrad Sanderson, Sandra Mau, Brian C. Lovell: Dynamic Amelioration of Resolution Mismatches for Local Feature Based Identity Inference. ICPR 2010: 1200-1203

Vikas Reddy, Conrad Sanderson, Brian C. Lovell: Robust Foreground Object Segmentation via Adaptive Region-Based Background Modelling. ICPR 2010: 3939-3942

Akshay Asthana, Conrad Sanderson, Tamás D. Gedeon, Roland Göcke: Learning-based Face Synthesis for Pose-Robust Recognition from Single Image. BMVC 2009: 1-10

Yongkang Wong, Conrad Sanderson, Brian C. Lovell: Regression Based Non-frontal Face Synthesis for Improved Identity Verification. CAIP 2009: 116-124

Conrad Sanderson, Brian C. Lovell: Multi-Region Probabilistic Histograms for Robust and Scalable Identity Inference. ICB 2009: 199-208

Vikas Reddy, Conrad Sanderson, Brian C. Lovell: An efficient and robust sequential algorithm for background estimation in video surveillance. ICIP 2009: 1109-1112

Conrad Sanderson, Danny Gibbins, Stephen Searle: On statistical approaches to target silhouette classification in difficult conditions. Digital Signal Processing 18(3): 375-390 (2008)

Shaokang Chen, Erik Berglund, Abbas Bigdeli, Conrad Sanderson, Brian C. Lovell: Experimental Analysis of Face Recognition on Still and CCTV Images. AVSS 2008: 317-324

Brian C. Lovell, Shaokang Chen, Abbas Bigdeli, Erik Berglund, Conrad Sanderson: On intelligent surveillance systems and face recognition for mass transport security. ICARCV 2008: 713-718

Shaokang Chen, Conrad Sanderson, Sai Sun, Brian C. Lovell: Representative feature chain for single gallery image face recognition. ICPR 2008: 1-4

Suyu Kong, Manas Kamal Bhuyan, Conrad Sanderson, Brian C. Lovell: Tracking of persons for video surveillance of unattended environments. ICPR 2008: 1-4

Conrad Sanderson, Ting Shan, Brian C. Lovell: Towards Pose-Invariant 2D Face Classification for Surveillance. AMFG 2007: 276-289

Suyu Kong, Conrad Sanderson, Brian C. Lovell: Classifying and tracking multiple persons for proactive surveillance of mass transport systems. AVSS 2007: 159-163

Ting Shan, Shaokang Chen, Conrad Sanderson, Brian C. Lovell: Towards robust face recognition for Intelligent-CCTV based surveillance using one gallery image. AVSS 2007: 470-475

Conrad Sanderson, Samy Bengio, Yongsheng Gao: On transforming statistical models for non-frontal face verification. Pattern Recognition 39(2): 288-302 (2006)

Fabien Cardinaux, Conrad Sanderson, Samy Bengio: User authentication via adapted statistical models of face images. IEEE Transactions on Signal Processing 54(1): 361-373 (2006)

Justin Bedo, Conrad Sanderson, Adam Kowalczyk: An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinformatics. Australian Conference on Artificial Intelligence 2006: 170-180

Conrad Sanderson, Simon Günter: Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation. EMNLP 2006: 482-491

Conrad Sanderson, Simon Günter: On Authorship Attribution via Markov Chains and Sequence Kernels. ICPR (3) 2006: 437-440

Conrad Sanderson, Fabien Cardinaux, Samy Bengio: On Accuracy/Robustness/Complexity Trade-Offs in Face Verification. ICITA (1) 2005: 638-643

Conrad Sanderson, Marc Saban, Yongsheng Gao: On Local Features for GMM Based Face Verification. ICITA (1) 2005: 650-655

Conrad Sanderson, Kuldip K. Paliwal: Identity verification using speech and face information. Digital Signal Processing 14(5): 449-480 (2004)

Fabien Cardinaux, Conrad Sanderson, Samy Bengio: Face Verification Using Adapted Generative Models. FGR 2004: 825-830

Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Sébastien Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Norman Poh, Yann Rodriguez, Krzysztof Kryszczuk, Jacek Czyz, Luc Vandendorpe, Johnny Ng, Humphrey Cheung, Billy Tang: Face Authentication Competition on the BANCA Database. ICBA 2004: 8-15

Norman Poh Hoon Thian, Conrad Sanderson, Samy Bengio: Spectral Subband Centroids as Complementary Features for Speaker Authentication. ICBA 2004: 631-639

Conrad Sanderson, Samy Bengio: Statistical transformations of frontal models for non-frontal face verification. ICIP 2004: 585-588

Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Fabien Cardinaux, Sébastien Marcel, Samy Bengio, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Chris McCool, Scott Lowther, Sridha Sridharan, Vinod Chandran, Roberto Paredes Palacios, Enrique Vidal, Li Bai, LinLin Shen, Yan Wang, Yueh-Hsuan Chiang, Hsien-Chang Liu, Yi-Ping Hung, Alexander Heinrichs, Marco K. Müller, Andreas Tewes, Christoph von der Malsburg, Rolf P. Würtz, Zhenger Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xiaoqing Ding, Simon Lucey, Ralph Goss, Henry Schneiderman, Norman Poh, Yann Rodriguez: Face Authentication Test on the BANCA Database. ICPR (4) 2004: 523-532

Conrad Sanderson, Kuldip K. Paliwal: Noise compensation in a person verification system using face and multiple speech feature. Pattern Recognition 36(2): 293-302 (2003)

Conrad Sanderson, Kuldip K. Paliwal: Fast features for face authentication under illumination direction changes. Pattern Recognition Letters 24(14): 2409-2419 (2003)

Conrad Sanderson, Kuldip K. Paliwal: Structurally noise resistant classifier for multi-modal person verification. Pattern Recognition Letters 24(16): 3089-3099 (2003)

Conrad Sanderson, Kuldip K. Paliwal: Features for robust face-based identity verification. Signal Processing 83(5): 931-940 (2003)

Conrad Sanderson, Samy Bengio: Robust Features for Frontal Face Authentication in Difficult Image Conditions. AVBPA 2003: 495-504

Fabien Cardinaux, Conrad Sanderson, Sébastien Marcel: Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS. AVBPA 2003: 911-920

Kieron Messer, Josef Kittler, Mohammad Sadeghi, Sébastien Marcel, Christine Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Sanun Srisuk, Maria Petrou, Werasak Kurutach, Alexander Kadyrov, Roberto Paredes, Burcu Kepenekci, F. Boray Tek, Gozde Bozdagi Akar, Farzin Deravi, Nick Mavity: Face Verification Competition on the XM2VTS Database. AVBPA 2003: 964-974

Conrad Sanderson, Samy Bengio, Hervé Bourlard, Johnny Mariéthoz, Ronan Collobert, Mohamed Faouzi BenZeghiba, Fabien Cardinaux, Sébastien Marcel: Speech & face based biometric authentication at IDIAP. ICME 2003: 1-4

Kuldip K. Paliwal, Conrad Sanderson: Likelihood normalization for face authentication in variable recording conditions. ICIP (1) 2002: 301-304

Conrad Sanderson, Kuldip K. Paliwal: Polynomial features for robust face authentication. ICIP (3) 2002: 997-1000

Conrad Sanderson, Kuldip K. Paliwal: Joint Cohort Normalization in a Multi-Feature Speaker Verification System. FUZZ-IEEE 2001: 232-235

Conrad Sanderson, Kuldip K. Paliwal: Information fusion for robust speaker verification. INTERSPEECH 2001: 755-758