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Conrad Sanderson
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Publications
- 2016
- [j19]Mehrtash Tafazzoli Harandi, Richard I. Hartley, Brian C. Lovell, Conrad Sanderson:
Sparse Coding on Symmetric Positive Definite Manifolds Using Bregman Divergences. IEEE Trans. Neural Networks Learn. Syst. 27(6): 1294-1306 (2016) - [c70]Johanna Carvajal, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell:
Towards Miss Universe automatic prediction: The evening gown competition. ICPR 2016: 1089-1094 - [c69]Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson:
Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions. PAKDD Workshops 2016: 88-100 - [c68]Johanna Carvajal, Chris McCool, Brian C. Lovell, Conrad Sanderson:
Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors. PAKDD Workshops 2016: 115-127 - [i33]Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson:
Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions. CoRR abs/1602.01599 (2016) - [i32]Johanna Carvajal, Chris McCool, Brian C. Lovell, Conrad Sanderson:
Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors. CoRR abs/1602.01601 (2016) - [i31]Johanna Carvajal, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell:
Towards Miss Universe Automatic Prediction: The Evening Gown Competition. CoRR abs/1604.07547 (2016) - 2015
- [j17]Mehrtash Tafazzoli Harandi, Richard I. Hartley, Chunhua Shen, Brian C. Lovell, Conrad Sanderson:
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds. Int. J. Comput. Vis. 114(2-3): 113-136 (2015) - [i29]Johanna Carvajal, Conrad Sanderson, Chris McCool, Brian C. Lovell:
Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients. CoRR abs/1502.01782 (2015) - 2014
- [j14]Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, Brian C. Lovell:
Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching. Pattern Recognit. 47(7): 2315-2324 (2014) - [c61]Johanna Carvajal, Conrad Sanderson, Chris McCool, Brian C. Lovell:
Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients. MLSDA@PRICAI 2014: 19 - [c60]Azadeh Alavi, Arnold Wiliem, Kun Zhao, Brian C. Lovell, Conrad Sanderson:
Random projections on manifolds of Symmetric Positive Definite matrices for image classification. WACV 2014: 301-308 - [c58]Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Conrad Sanderson:
Object tracking via non-Euclidean geometry: A Grassmann approach. WACV 2014: 901-908 - [c57]Shaokang Chen, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell:
Matching image sets via adaptive multi convex hull. WACV 2014: 1074-1081 - [i25]Mehrtash Tafazzoli Harandi, Richard I. Hartley, Chunhua Shen, Brian C. Lovell, Conrad Sanderson:
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds. CoRR abs/1401.8126 (2014) - [i24]Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Conrad Sanderson:
Object Tracking via Non-Euclidean Geometry: A Grassmann Approach. CoRR abs/1403.0309 (2014) - [i22]Shaokang Chen, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell:
Matching Image Sets via Adaptive Multi Convex Hull. CoRR abs/1403.0320 (2014) - [i20]Azadeh Alavi, Arnold Wiliem, Kun Zhao, Brian C. Lovell, Conrad Sanderson:
Random Projections on Manifolds of Symmetric Positive Definite Matrices for Image Classification. CoRR abs/1403.0700 (2014) - [i19]Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell:
K-Tangent Spaces on Riemannian Manifolds for Improved Pedestrian Detection. CoRR abs/1403.1056 (2014) - [i18]Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, Brian C. Lovell:
Automatic Classification of Human Epithelial Type 2 Cell Indirect Immunofluorescence Images using Cell Pyramid Matching. CoRR abs/1403.3780 (2014) - [i16]Vikas Reddy, Conrad Sanderson, Andres Sanin, Brian C. Lovell:
MRF-based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos. CoRR abs/1406.5095 (2014) - [i14]Mehrtash Tafazzoli Harandi, Richard I. Hartley, Brian C. Lovell, Conrad Sanderson:
Sparse Coding on Symmetric Positive Definite Manifolds using Bregman Divergences. CoRR abs/1409.0083 (2014) - 2013
- [j13]Mehrtash Tafazzoli Harandi, Conrad Sanderson, Sareh Abolahrari Shirazi, Brian C. Lovell:
Kernel analysis on Grassmann manifolds for action recognition. Pattern Recognit. Lett. 34(15): 1906-1915 (2013) - [j12]Vikas Reddy, Conrad Sanderson, Brian C. Lovell:
Improved Foreground Detection via Block-Based Classifier Cascade With Probabilistic Decision Integration. IEEE Trans. Circuits Syst. Video Technol. 23(1): 83-93 (2013) - [c56]Shaokang Chen, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell:
Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces. CVPR 2013: 452-459 - [c55]Mehrtash Tafazzoli Harandi, Conrad Sanderson, Chunhua Shen, Brian C. Lovell:
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution. ICCV 2013: 3120-3127 - [c53]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 - [c52]Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell:
Spatio-temporal covariance descriptors for action and gesture recognition. WACV 2013: 103-110 - [i12]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) - [i11]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) - [i10]Vikas Reddy, Conrad Sanderson, Brian C. Lovell:
Improved Foreground Detection via Block-based Classifier Cascade with Probabilistic Decision Integration. CoRR abs/1303.4160 (2013) - [i9]Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell:
Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition. CoRR abs/1303.6021 (2013) - [i8]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) - [i7]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) - [i6]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) - [i5]Andres Sanin, Conrad Sanderson, Brian C. Lovell:
Shadow Detection: A Survey and Comparative Evaluation of Recent Methods. CoRR abs/1304.1233 (2013) - [i4]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) - [i3]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) - [i2]Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard I. Hartley, Brian C. Lovell:
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach. CoRR abs/1304.4344 (2013) - [i1]Mehrtash Tafazzoli Harandi, Conrad Sanderson, Chunhua Shen, Brian C. Lovell:
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution. CoRR abs/1310.4891 (2013) - 2012
- [j11]Andres Sanin, Conrad Sanderson, Brian C. Lovell:
Shadow detection: A survey and comparative evaluation of recent methods. Pattern Recognit. 45(4): 1684-1695 (2012) - [c50]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 - [c49]Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard I. Hartley, Brian C. Lovell:
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach. ECCV (2) 2012: 216-229 - [c48]Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell:
K-tangent spaces on Riemannian manifolds for improved pedestrian detection. ICIP 2012: 473-476 - [c47]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 - [c46]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 - [c45]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 - 2011
- [j10]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 Video Process. 2011 (2011) - [j9]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 Video Process. 2011 (2011) - [c44]Vikas Reddy, Conrad Sanderson, Brian C. Lovell:
Improved anomaly detection in crowded scenes via cell-based analysis of foreground speed, size and texture. CVPR Workshops 2011: 55-61 - [c43]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. CVPR Workshops 2011: 74-81 - [c42]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 - [c41]Yan Yang, Farhad Dadgostar, Conrad Sanderson, Brian C. Lovell:
Summarisation of surveillance videos by key-frame selection. ICDSC 2011: 1-6 - [c40]Mehrtash Tafazzoli Harandi, Conrad Sanderson, Abbas Bigdeli, Brian C. Lovell:
Ensemble of furthest subspace pairs for enhanced image set matching. ICIP 2011: 821-824 - 2010
- [c39]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 - [c38]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 - [c37]Andres Sanin, Conrad Sanderson, Brian C. Lovell:
Improved Shadow Removal for Robust Person Tracking in Surveillance Scenarios. ICPR 2010: 141-144 - [c35]Yongkang Wong, Conrad Sanderson, Sandra Mau, Brian C. Lovell:
Dynamic Amelioration of Resolution Mismatches for Local Feature Based Identity Inference. ICPR 2010: 1200-1203 - [c34]Vikas Reddy, Conrad Sanderson, Brian C. Lovell:
Robust Foreground Object Segmentation via Adaptive Region-Based Background Modelling. ICPR 2010: 3939-3942 - 2009
- [c32]Yongkang Wong, Conrad Sanderson, Brian C. Lovell:
Regression Based Non-frontal Face Synthesis for Improved Identity Verification. CAIP 2009: 116-124 - [c31]Conrad Sanderson, Brian C. Lovell:
Multi-Region Probabilistic Histograms for Robust and Scalable Identity Inference. ICB 2009: 199-208 - [c30]Vikas Reddy, Conrad Sanderson, Brian C. Lovell, Abbas Bigdeli:
An efficient background estimation algorithm for embedded smart cameras. ICDSC 2009: 1-7 - [c29]Vikas Reddy, Conrad Sanderson, Brian C. Lovell:
An efficient and robust sequential algorithm for background estimation in video surveillance. ICIP 2009: 1109-1112 - [p1]Conrad Sanderson, Abbas Bigdeli, Ting Shan, Shaokang Chen, Erik Berglund, Brian C. Lovell:
Intelligent CCTV for Mass Transport Security: Challenges and Opportunities for Video and Face Processing. Progress in Computer Vision and Image Analysis 2009: 557- - 2008
- [c28]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 - [c27]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 - [c26]Shaokang Chen, Conrad Sanderson, Sai Sun, Brian C. Lovell:
Representative feature chain for single gallery image face recognition. ICPR 2008: 1-4 - [c25]Suyu Kong, Manas Kamal Bhuyan, Conrad Sanderson, Brian C. Lovell:
Tracking of persons for video surveillance of unattended environments. ICPR 2008: 1-4 - 2007
- [c24]Conrad Sanderson, Ting Shan, Brian C. Lovell:
Towards Pose-Invariant 2D Face Classification for Surveillance. AMFG 2007: 276-289 - [c23]Suyu Kong, Conrad Sanderson, Brian C. Lovell:
Classifying and tracking multiple persons for proactive surveillance of mass transport systems. AVSS 2007: 159-163 - [c22]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
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