Brian C. Lovell

Fatih Porikli, François Brémond, Shiloh L. Dockstader, James M. Ferryman, Anthony Hoogs, Brian C. Lovell, Sharath Pankanti, Bernhard Rinner, Péter Tu, Peter L. Venetianer: Video Surveillance: Past, Present, and Now the Future [DSP Forum]. IEEE Signal Process. Mag. 30(3): 190-198 (2013)

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

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)

Denis Laurendeau, Brian C. Lovell: Special Issue on Awards Papers from ICPR 2010. Pattern Recognition Letters 33(7): 807 (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

Ali Emami, Farhad Dadgostar, Abbas Bigdeli, Brian C. Lovell: Role of Spatiotemporal Oriented Energy Features for Robust Visual Tracking in Video Surveillance. AVSS 2012: 349-354

Sandra Mau, Farhad Dadgostar, Brian C. Lovell: Gaussian Probabilistic Confidence Score for Biometric Applications. DICTA 2012: 1-6

Yan Yang, Farhad Dadgostar, Sandra Mau, Brian C. Lovell: Improved Person Re-Identification Using Statistical Approximation. DICTA 2012: 1-6

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

Ehsan Norouznezhad, Mehrtash Tafazzoli Harandi, Abbas Bigdeli, Mahsa Baktash, Adam Postula, Brian C. Lovell: Directional Space-Time Oriented Gradients for 3D Visual Pattern Analysis. ECCV (3) 2012: 736-749

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

Amin Ahmadi, Abbas Bigdeli, Mahsa Baktashmotlagh, Brian C. Lovell: A wireless mesh sensor network for hazard and safety monitoring at the Port of Brisbane. LCN 2012: 180-183

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)

Mahsa Baktashmotlagh, Abbas Bigdeli, Brian C. Lovell: Dynamic resource aware sensor networks: Integration of sensor cloud and ERPs. AVSS 2011: 455-460

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

Arnold Wiliem, Peter Hobson, Rodney F. Minchin, Brian C. Lovell: An Automatic Image Based Single Dilution Method for End Point Titre Quantitation of Antinuclear Antibodies Tests Using HEp-2 Cells. DICTA 2011: 1-6

Sandra Mau, Farhad Dadgostar, Ian Cullinan, Abbas Bigdeli, Brian C. Lovell: A face biometric benchmarking review and characterisation. ICCV Workshops 2011: 2120-2127

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

Xiaohong Zhang, Hongxing Wang, Andrew W. B. Smith, Ling Xu, Brian C. Lovell, Dan Yang: Corner detection based on gradient correlation matrices of planar curves. Pattern Recognition 43(4): 1207-1223 (2010)

Robert P. W. Duin, Denis Laurendeau, Brian C. Lovell: Award winning papers from the 19th International Conference on Pattern Recognition (ICPR). Pattern Recognition Letters 31(8): 649 (2010)

Sareh Abolahrari Shirazi, Farhad Dadgostar, Brian C. Lovell: An Appearance-Based Approach to Assistive Identity Inference Using LBP and Colour Histograms. ACCV Workshops (1) 2010: 236-245

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

Amelia W. Azman, Abbas Bigdeli, Yasir Mohd-Mustafah, Morteza Biglari-Abhari, Brian C. Lovell: A Bayesian network-based framework with Constraint Satisfaction Problem (CSP) formulations for FPGA system design. ASAP 2010: 81-88

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

Ehsan Norouznezhad, Abbas Bigdeli, Adam Postula, Brian C. Lovell: Robust object tracking using local oriented energy features and its hardware/software implementation. ICARCV 2010: 2060-2066

Yasir Mohd-Mustafah, Abbas Bigdeli, Amelia W. Azman, Farhad Dadgostar, Brian C. Lovell: Square Patch Feature: Faster weak-classifier for robust object detection. ICARCV 2010: 2073-2077

Ehsan Norouznezhad, Abbas Bigdeli, Adam Postula, Brian C. Lovell: Object tracking on FPGA-based smart cameras using local oriented energy and phase features. ICDSC 2010: 33-40

Yasir Mohd-Mustafah, Abbas Bigdeli, Amelia W. Azman, Brian C. Lovell: Square patch feature based face detection architecture for high resolution smart camera. ICDSC 2010: 175-181

Farhad Dadgostar, Abbas Bigdeli, Sandra Mau, Terence Smith, Brian C. Lovell: A framework for lab-based real-time video analysis on distributed camera networks. ICDSC 2010: 238-242

Mehrtash Tafazzoli Harandi, Abbas Bigdeli, Brian C. Lovell: Image-set face recognition based on transductive learning. ICIP 2010: 2425-2428

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

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

Shaokang Chen, Brian C. Lovell: Feature Space Hausdorff Distance for Face Recognition. ICPR 2010: 1465-1468

Mehrtash Tafazzoli Harandi, Majid Nili Ahmadabadi, Babak Nadjar Araabi, Abbas Bigdeli, Brian C. Lovell: Directed Random Subspace Method for Face Recognition. ICPR 2010: 2688-2691

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

Shaokang Chen, Brian C. Lovell, Ting Shan: Robust Adapted Principal Component Analysis for Face Recognition. IJPRAI 23(3): 491-520 (2009)

Xiaohong Zhang, Hongxing Wang, Mingjian Hong, Ling Xu, Dan Yang, Brian C. Lovell: Robust image corner detection based on scale evolution difference of planar curves. Pattern Recognition Letters 30(4): 449-455 (2009)

A. Singh, S. Sawan, Madasu Hanmandlu, Vamsi Krishna Madasu, Brian C. Lovell: An Abandoned Object Detection System Based on Dual Background Segmentation. AVSS 2009: 352-357

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

Vamsi Krishna Madasu, Brian C. Lovell: Blotch Detection in Pigmented Skin Lesions Using Fuzzy Co-clustering and Texture Segmentation. DICTA 2009: 25-31

Amelia W. Azman, Abbas Bigdeli, Morteza Biglari-Abhari, Yasir Mohd-Mustafah, Brian C. Lovell: Exploiting Bayesian Belief Network for Adaptive IP-Reuse Decision. DICTA 2009: 66-73

Yan Yang, Brian C. Lovell, Farhad Dadgostar: Content-Based Video Retrieval (CBVR) System for CCTV Surveillance Videos. DICTA 2009: 183-187

Amioy Kumar, Madasu Hanmandlu, Vamsi Krishna Madasu, Brian C. Lovell: Biometric Authentication Based on Infrared Thermal Hand Vein Patterns. DICTA 2009: 331-338

Andrew W. B. Smith, Brian C. Lovell: Self Occlusions and Graph Based Edge Measurement Schemes for Visual Tracking Applications. DICTA 2009: 416-423

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

Brian C. Lovell, Shaokang Chen, Ting Shan: Real-Time Face Detection and Classification for ICCTV. Encyclopedia of Data Warehousing and Mining 2009: 1659-1666

Brian C. Lovell, Shaokang Chen, Ting Shan: Robust Face Recognition for Data Mining. Encyclopedia of Data Warehousing and Mining 2009: 1689-1695

Sambhunath Biswas, Brian C. Lovell: Bezier and splines in image processing and machine vision. Springer 2008, isbn 978-1-8462-8956-9, pp. I-XVII, 1-246

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

Ehsan Norouznezhad, Abbas Bigdeli, Adam Postula, Brian C. Lovell: A high resolution smart camera with GigE Vision extension for surveillance applications. ICDSC 2008: 1-8

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

Shaokang Chen, Ting Shan, Brian C. Lovell: Combining Classifiers in Rotated Face Space. DICTA 2007: 380-386

Yasir Mohd-Mustafah, Ting Shan, Amelia W. Azman, Abbas Bigdeli, Brian C. Lovell: Real-Time Face Detection and Tracking for High Resolution Smart Camera System. DICTA 2007: 387-393

Manas Kamal Bhuyan, Brian C. Lovell, Abbas Bigdeli: Tracking with Multiple Cameras for Video Surveillance. DICTA 2007: 592-599

Amelia W. Azman, Abbas Bigdeli, Yasir Mohd-Mustafah, Brian C. Lovell: Optimizing Resources of an FPGA-based Smart Camera Architecture. DICTA 2007: 600-606

Yasir Mohd-Mustafah, Amelia W. Azman, Abbas Bigdeli, Brian C. Lovell: An Automated Face Recognition System for Intelligence Surveillance: Smart Camera Recognizing Faces in the Crowd. ICDSC 2007: 147-152

Abbas Bigdeli, Colin Sim, Morteza Biglari-Abhari, Brian C. Lovell: Face Detection on Embedded Systems. ICESS 2007: 295-308

Ting Shan, Brian C. Lovell, Shaokang Chen: Face Recognition Robust to Head Pose from One Sample Image. ICPR (1) 2006: 515-518

Andrew W. B. Smith, Brian C. Lovell: Measurement Function Design for Visual Tracking Applications. ICPR (1) 2006: 789-792

Martin Robinson, Kurt Kubik, Brian C. Lovell: A First Order Predicate Logic Formulation Of The 3d Reconstruction Problem And Its Solution Space. IJPRAI 19(1): 45-62 (2005)

Shaokang Chen, Brian C. Lovell, Ting Shan: Combining Generative and Discriminative Learning for Face Recognition. DICTA 2005: 5

Florian H. Seitner, Brian C. Lovell: Pedestrian Tracking Based on Colour and Spatial Information. DICTA 2005: 7

Nianjun Liu, Brian C. Lovell: Hand Gesture Extraction by Active Shape Models. DICTA 2005: 10

Vamsi Krishna Madasu, Brian C. Lovell: Automatic Segmentation and Recognition of Bank Cheque Fields. DICTA 2005: 33

Christian J. Walder, Brian C. Lovell: Homogenized Virtual Support Vector Machines. DICTA 2005: 57

Brian C. Lovell: Globally Optimal 3D Image Reconstruction and Segmentation Via Energy Minimisation Techniques. PReMI 2005: 128-136

Richard I. A. Davis, Brian C. Lovell: Comparing and evaluating HMM ensemble training algorithms using train and test and condition number criteria. Pattern Anal. Appl. 6(4): 327-335 (2004)

Nianjun Liu, Brian C. Lovell, Peter J. Kootsookos, Richard I. A. Davis: Model structure selection & training algorithms for an HMM gesture recognition system. IWFHR 2004: 100-105

Carlos Leung, Ben Appleton, Brian C. Lovell, Changming Sun: An Energy Minimisation Approach to Stereo-Temporal Dense Reconstruction. ICPR (4) 2004: 72-75

Shaokang Chen, Brian C. Lovell: Illumination and Expression Invariant Face Recognition with One Sample Image. ICPR (1) 2004: 300-303

Franz Rottensteiner, John Trinder, Simon Clode, Kurt Kubik, Brian C. Lovell: Building Detection by Dempster-Shafer Fusion of LIDAR Data and Multispectral Aerial Imagery. ICPR (2) 2004: 339-342

Nianjun Liu, Richard I. A. Davis, Brian C. Lovell, Peter J. Kootsookos: Effect of Initial HMM Choices in Multiple Sequence Training for Gesture Recognition. ITCC (1) 2004: 608-613

David N. R. McKinnon, Brian C. Lovell: Tensor Algebra: A Combinatorial Approach to the Projective Geometry of Figures. IWCIA 2004: 558-567

Nianjun Liu, Brian C. Lovell: Gesture Classification Using Hidden Markov Models and Viterbi Path Counting. DICTA 2003: 273-282

David N. R. McKinnon, Brian C. Lovell: Towards Closed Form Solutions to the MultiView Constraints of Curves and Surfaces. DICTA 2003: 519-528

Christian J. Walder, Brian C. Lovell, Peter J. Kootsookos: Algebraic Curve Fitting Support Vector Machines. DICTA 2003: 693-702

Richard I. A. Davis, Brian C. Lovell, Terry Caelli: Improved Estimation of Hidden Markov Model Parameters from Multiple Observation Sequences. ICPR (2) 2002: 168-171

Pascal Bamford, Brian C. Lovell: Unsupervised cell nucleus segmentation with active contours. Signal Processing 71(2): 203-213 (1998)

Pascal Bamford, Brian C. Lovell: Improving the Robustness of Cell Nucleus Segmentation. BMVC 1998: 1-7

Brian C. Lovell, Andrew P. Bradley: The Multiscale Classifier. IEEE Trans. Pattern Anal. Mach. Intell. 18(2): 124-137 (1996)

Brian C. Lovell, Robert C. Williamson, Boualem Boashash: The relationship between instantaneous frequency and time-frequency representations. IEEE Transactions on Signal Processing 41(3): 1458-1461 (1993)

Brian C. Lovell, Robert C. Williamson: The statistical performance of some instantaneous frequency estimators. IEEE Transactions on Signal Processing 40(7): 1708-1723 (1992)

Peter J. Kootsookos, Brian C. Lovell, Boualem Boashash: A unified approach to the STFT, TFDs, and instantaneous frequency. IEEE Transactions on Signal Processing 40(8): 1971-1982 (1992)