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2013

Conference Publication

Region-based anomaly localisation in crowded scenes via trajectory analysis and path prediction

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

Region-based anomaly localisation in crowded scenes via trajectory analysis and path prediction

2013

Conference Publication

Dictionary earning and sparse coding on Grassmann manifolds: an extrinsic solution

Harandi, Mehrtash, Sanderson, Conrad, Shen, Chunhua and Lovell, Brian C. (2013). Dictionary earning and sparse coding on Grassmann manifolds: an extrinsic solution. IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, 1-8 December 2013. New York, NY United States: IEEE. doi: 10.1109/ICCV.2013.387

Dictionary earning and sparse coding on Grassmann manifolds: an extrinsic solution

2013

Conference Publication

Classification of human epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors

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. 2013 IEEE Workshop on Applications of Computer Vision (WACV), Tampa, FL, United States, 15-17 Janunary 2013. Piscataway, NJ, USA: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/WACV.2013.6475005

Classification of human epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors

2013

Book Chapter

Motion estimation in colour image sequences

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

Motion estimation in colour image sequences

2013

Conference Publication

Improved image set classification via joint sparse approximated nearest subspaces

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

Improved image set classification via joint sparse approximated nearest subspaces

2013

Journal Article

Video surveillance: Past, present, and now the future

Porikli, Fatih, Bremond, Francois, Dockstader, Shiloh L., Ferryman, James, Hoogs, Anthony, Lovell, Brian C., Pankanti, Sharath, Rinner, Bernhard, Tu, Peter and Venetianer, Peter L. (2013). Video surveillance: Past, present, and now the future. IEEE Signal Processing Magazine, 30 (3) 6494685, 190-198. doi: 10.1109/MSP.2013.2241312

Video surveillance: Past, present, and now the future

2013

Conference Publication

Spatio-temporal covariance descriptors for action and gesture recognition

Sanin, Andres, Sanderson, Conrad, Harandi, Mehrtrash and Lovell, Brian (2013). Spatio-temporal covariance descriptors for action and gesture recognition. 2013 IEEE Workshop on Applications of Computer Vision, Tampa, FL, United States, 15-17 January 2013. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/WACV.2013.6475006

Spatio-temporal covariance descriptors for action and gesture recognition

2013

Book Chapter

Graph-embedding discriminant analysis on Riemannian manifolds for visual recognition

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

Graph-embedding discriminant analysis on Riemannian manifolds for visual recognition

2012

Journal Article

Shadow detection: A survey and comparative evaluation of recent methods

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

Shadow detection: A survey and comparative evaluation of recent methods

2012

Book Chapter

Machine learning applications in computer vision

Harandi, Mehrtash, Taheri, Javid and Lovell, Brian C. (2012). Machine learning applications in computer vision. Machine Learning Algorithms for Problem Solving in Computational Applications: Intelligent Techniques. (pp. 99-132) Hershey, Pennsylvania, USA: IGI Global. doi: 10.4018/978-1-4666-1833-6.ch007

Machine learning applications in computer vision

2012

Conference Publication

Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures

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. 2012 IEEE Workshop on Applications of Computer Vision, Breckenridge, CO, United States, 9-11 January 2012. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/WACV.2012.6163005

Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures

2012

Conference Publication

Improved person re-identification using statistical approximation

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

Improved person re-identification using statistical approximation

2012

Conference Publication

K-tangent spaces on Riemannian manifolds for improved pedestrian detection

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

K-tangent spaces on Riemannian manifolds for improved pedestrian detection

2012

Conference Publication

Sparse coding and dictionary learning for symmetric positive definite matrices: a kernel approach

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. 12th European Conference on Computer Vision, Florence, Italy, 7-13 October, 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-33709-3_16

Sparse coding and dictionary learning for symmetric positive definite matrices: a kernel approach

2012

Conference Publication

Directional space-time oriented gradients for 3D visual pattern analysis

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. 12th European Conference on Computer Vision, ECCV 2012, Florence, Italy, 7 - 13 October 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-33712-3_53

Directional space-time oriented gradients for 3D visual pattern analysis

2012

Conference Publication

Role of spatiotemporal oriented energy features for robust visual tracking in video surveillance

Emami, Ali, Dadgostar, Farhad, Bigdeli, Abbas and Lovell, Brian C. (2012). Role of spatiotemporal oriented energy features for robust visual tracking in video surveillance. 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Beijing, Peoples R China, 18-21 September 2012. Los Alamitos, CA United States: I E E E Computer Society. doi: 10.1109/AVSS.2012.64

Role of spatiotemporal oriented energy features for robust visual tracking in video surveillance

2012

Conference Publication

On robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches

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. WCCI 2012 IEEE World Congress on Computational Intelligence, Brisbane Australia, 10-15 June 2012. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IJCNN.2012.6252611

On robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches

2012

Conference Publication

Gaussian probabilistic confidence score for biometric applications

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

Gaussian probabilistic confidence score for biometric applications

2012

Conference Publication

A wireless mesh sensor network for hazard and safety monitoring at the Port of Brisbane

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. 37th Annual IEEE Conference on Local Computer Networks (LCN 2012), Clearwater, FL, United States, 22-25 October 2012. Washington, DC, United States: IEEE. doi: 10.1109/LCN.2012.6423601

A wireless mesh sensor network for hazard and safety monitoring at the Port of Brisbane

2012

Conference Publication

Clustering on Grassmann manifolds via kernel embedding with application to action analysis

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. 2012 19th IEEE International Conference on Image Processing (ICIP), Orlando, United States, 30 September - 3 October 2012. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICIP.2012.6466976

Clustering on Grassmann manifolds via kernel embedding with application to action analysis