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Publications:  Prof Shaogang Gong

Fu Y, Xiang T, Jiang YG et al.(2018). Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content. IEEE Signal Processing Magazine vol. 35, (1) 112-125.
10.1109/MSP.2017.2763441
http://qmro.qmul.ac.uk/xmlui/handle/123456789/32388
Wang J, Zhu X, Gong S et al. (2017). Attribute Recognition by Joint Recurrent Learning of Context and Correlation. Proceedings of the IEEE International Conference on Computer Vision. Conference: IEEE International Conference on Computer Vision vol. 2017-October, 531-540.
10.1109/ICCV.2017.65
http://qmro.qmul.ac.uk/xmlui/handle/123456789/33906
Dong Q, Gong S, Zhu X (2017). Class Rectification Hard Mining for Imbalanced Deep Learning. Proceedings of the IEEE International Conference on Computer Vision. Conference: IEEE International Conference on Computer Vision vol. 2017-October, 1869-1878.
10.1109/ICCV.2017.205
http://qmro.qmul.ac.uk/xmlui/handle/123456789/33905
Li W, Zhu X, Gong S (2017). Person re-identification by deep joint learning of multi-loss classification. IJCAI International Joint Conference on Artificial Intelligence. Conference: International Joint Conference on Artificial Intelligence2194-2200.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/28647
Fu Z, XIANG T, Kodirov E et al.(2017). Zero-Shot Learning on Semantic Class Prototype Graph. IEEE Transactions on Pattern Analysis and Machine Intelligence
10.1109/TPAMI.2017.2737007
http://qmro.qmul.ac.uk/xmlui/handle/123456789/25214
Zhang L, Xiang T, Gong S et al. (2017). Learning a Deep Embedding Model for Zero-Shot Learning. 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017). Conference: IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION3010-3019.
10.1109/CVPR.2017.321
http://qmro.qmul.ac.uk/xmlui/handle/123456789/32390
Kodirov E, Xiang T, Gong S et al. (2017). Semantic Autoencoder for Zero-Shot Learning. 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017). Conference: IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION4447-4456.
10.1109/CVPR.2017.473
http://qmro.qmul.ac.uk/xmlui/handle/123456789/32389
Xu X, Hospedales TM, Gong S(2017). Discovery of Shared Semantic Spaces for Multiscene Video Query and Summarization. IEEE Transactions on Circuits and Systems for Video Technology vol. 27, (6) 1353-1367.
10.1109/TCSVT.2016.2532719
http://qmro.qmul.ac.uk/xmlui/handle/123456789/10815
Wang J, Zhu X, Gong S(2017). Discovering visual concept structure with sparse and incomplete tags. Artificial Intelligence vol. 250, 16-36.
10.1016/j.artint.2017.05.002
http://qmro.qmul.ac.uk/xmlui/handle/123456789/25309
Su H, Zhu X, Gong S (2017). Deep learning logo detection with data expansion by synthesising context. Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Conference: IEEE Winter Conference on Applications of Computer Vision530-539.
10.1109/WACV.2017.65
http://qmro.qmul.ac.uk/xmlui/handle/123456789/31284
Dong Q, Gong S, Zhu X (2017). Multi-Task curriculum transfer deep learning of clothing attributes. Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Conference: IEEE Winter Conference on Applications of Computer Vision520-529.
10.1109/WACV.2017.64
http://qmro.qmul.ac.uk/xmlui/handle/123456789/31283
Ma X, Zhu X, Gong S et al.(2017). Person re-identification by unsupervised video matching. Pattern Recognition vol. 65, 197-210.
10.1016/j.patcog.2016.11.018
http://qmro.qmul.ac.uk/xmlui/handle/123456789/19412
Xu X, Hospedales T, Gong S(2017). Transductive Zero-Shot Action Recognition by Word-Vector Embedding. International Journal of Computer Vision1-25.
10.1007/s11263-016-0983-5
http://qmro.qmul.ac.uk/xmlui/handle/123456789/19414
Xu X, Gong S, Hospedales TM(2017). Zero-Shot Crowd Behavior Recognition. Group and Crowd Behavior for Computer Vision,
Wang T, Gong S, Zhu X et al.(2016). Person Re-Identification by Discriminative Selection in Video Ranking. IEEE Trans Pattern Anal Mach Intell vol. 38, (12) 2501-2514.
10.1109/TPAMI.2016.2522418
http://qmro.qmul.ac.uk/xmlui/handle/123456789/11432
Li Y, Song YZ, Hospedales TM et al.(2016). Free-Hand Sketch Synthesis with Deformable Stroke Models. International Journal of Computer Vision1-22.
10.1007/s11263-016-0963-9
http://qmro.qmul.ac.uk/xmlui/handle/123456789/17678
Li Y, SONG Y, Hospedales T et al.(2016). Free-hand sketch synthesis with deformable stroke models. International Journal of Computer Vision
http://qmro.qmul.ac.uk/xmlui/handle/123456789/15784
Alexiou I, Xiang T, Gong S (2016). Exploring synonyms as context in zero-shot action recognition. Proceedings - International Conference on Image Processing, ICIP. Conference: IEEE International Conference on Image Processing vol. 2016-August, 4190-4194.
10.1109/ICIP.2016.7533149
http://qmro.qmul.ac.uk/xmlui/handle/123456789/18782
Wang H, Zhu X, Xiang T et al. (2016). Towards unsupervised open-set person re-identification. Proceedings - International Conference on Image Processing, ICIP. Conference: IEEE International Conference on Image Processing vol. 2016-August, 769-773.
10.1109/ICIP.2016.7532461
http://qmro.qmul.ac.uk/xmlui/handle/123456789/18790
Zhu X, Loy CC, Gong S(2016). Constrained Clustering With Imperfect Oracles. IEEE Transactions on Neural Networks and Learning Systems vol. 27, (6) 1345-1357.
10.1109/TNNLS.2014.2387425
http://qmro.qmul.ac.uk/xmlui/handle/123456789/10766
Zhu X, Loy CC, Gong S(2016). Learning from Multiple Sources for Video Summarisation. International Journal of Computer Vision vol. 117, (3) 247-268.
10.1007/s11263-015-0864-3
http://qmro.qmul.ac.uk/xmlui/handle/123456789/11431
Hu JF, Zheng WS, Lai J et al.(2016). Exemplar-Based Recognition of Human-Object Interactions. IEEE Transactions on Circuits and Systems for Video Technology vol. 26, (4) 647-660.
10.1109/TCSVT.2015.2397200
http://qmro.qmul.ac.uk/xmlui/handle/123456789/11453
Fu Y, Hospedales TM, Xiang T et al.(2016). Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. IEEE Trans Pattern Anal Mach Intell vol. 38, (3) 563-577.
10.1109/TPAMI.2015.2456887
http://qmro.qmul.ac.uk/xmlui/handle/123456789/11344
Zheng W-S, Gong S, Xiang T(2016). Towards Open-World Person Re-Identification by One-Shot Group-Based Verification. IEEE Trans Pattern Anal Mach Intell vol. 38, (3) 591-606.
10.1109/TPAMI.2015.2453984
http://qmro.qmul.ac.uk/xmlui/handle/123456789/10765
Xu X, Hospedales TM, Gong S(2016). Discovery of Shared Semantic Spaces for Multiscene Video Query and Summarization. IEEE Trans. Circuits Syst. Video Techn. vol. 27, Article 6, 1353-1367.
10.1109/TCSVT.2016.2532719
http://qmro.qmul.ac.uk/xmlui/handle/123456789/36465
Wang H, Gong S, Xiang T (2016). Highly efficient regression for scalable person re-identification. British Machine Vision Conference 2016, BMVC 2016. vol. 2016-September, 134.1-134.14.
10.5244/C.30.134
Wang H, Gong S, Zhu X et al. (2016). Human-in-the-loop person re-identification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 9908 LNCS, 405-422.
10.1007/978-3-319-46493-0_25
Zhang L, Xiang T, Gong S (2016). Learning a discriminative null space for person re-identification. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. vol. 2016-January, 1239-1248.
10.1109/CVPR.2016.139
Xu X, Hospedales TM, Gong S(2016). Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation. CoRR vol. abs/1611.08663,
Xu X, Hospedales TM, Gong S (2016). Multi-task zero-shot action recognition with prioritised data augmentation. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 9906 LNCS, 343-359.
10.1007/978-3-319-46475-6_22
Kodirov E, Xiang T, Fu Z et al. (2016). Person re-identification by unsupervised ℓ<inf>1</inf> graph learning. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 9905 LNCS, 178-195.
10.1007/978-3-319-46448-0_11
Tan T, Gong S, Aggarval J(2016). Preface. Communications in Computer and Information Science vol. 664 CCIS,
10.1016/S0889-8545(05)70274-6
Fu Y, Hospedales TM, Xiang T et al.(2016). Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. IEEE Trans. Pattern Anal. Mach. Intell. vol. 38, Article 3, 563-577.
10.1109/TPAMI.2015.2456887
http://qmro.qmul.ac.uk/xmlui/handle/123456789/19659
Peng P, Xiang T, Wang Y et al. (2016). Unsupervised cross-dataset transfer learning for person re-identification. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. vol. 2016-January, 1306-1315.
10.1109/CVPR.2016.146
Wang J, Zhu X, Gong S (2016). Video semantic clustering with sparse and incomplete tags. 30th AAAI Conference on Artificial Intelligence, AAAI 2016. 3618-3624.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/19576
Li X, Zheng W, Li X et al. (2015). Multi-scale Person Re-identification. Conference: International Conference on Computer Vision
Zheng W, Li X, XIANG T et al. (2015). Partial Person Re-identification. Conference: International Conference on Computer Vision
10.1109/ICCV.2015.531
Xu X, Hospedales T, Gong S(2015). Semantic embedding space for zero-shot action recognition. Proceedings - International Conference on Image Processing, ICIP vol. 2015-December, 63-67.
10.1109/ICIP.2015.7350760
http://qmro.qmul.ac.uk/xmlui/handle/123456789/11766
Fu Y, Hospedales TM, Xiang T et al. (2015). Transductive multi-view zero-shot learning. IEEE Trans Pattern Anal Mach Intell. vol. 37, 2332-2345.
10.1109/TPAMI.2015.2408354
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6424
Alexiou I, XIANG T, Gong S (2015). Learning A Joint Discriminative-Generative Model for Action Recognition. Conference: International Conference on Systems, Signals and Image Processing
10.1109/IWSSIP.2015.7313922
Kodirov E, XIANG T, Gong S (2015). Dictionary Learning with Iterative Laplacian Regularisation for Unsupervised Person Re-Identification. Conference: British Machine Vision Conference
Fu Z, XIANG T, Kodirov E et al. (2015). Zero-Shot Object Recognition by Semantic Manifold Distance. Conference: IEEE Conference on Computer Vision and Pattern Recognition
10.1109/CVPR.2015.7298879
http://qmro.qmul.ac.uk/xmlui/handle/123456789/11767
Li Y, Hospedales TM, Song YZ et al.(2015). Free-hand sketch recognition by multi-kernel feature learning. Computer Vision and Image Understanding vol. 137, 1-11.
10.1016/j.cviu.2015.02.003
http://qmro.qmul.ac.uk/xmlui/handle/123456789/10764
Fu Y, Hospedales T, XIANG T et al.(2015). Transductive Multi-view Zero-Shot Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence
10.1109/TPAMI.2015.2408354
http://qmro.qmul.ac.uk/xmlui/handle/123456789/11433
Li X, Zheng WS, Wang X et al. (2015). Multi-scale learning for low-resolution person re-identification. Proceedings of the IEEE International Conference on Computer Vision. vol. 2015 International C, 3765-3773.
10.1109/ICCV.2015.429
http://qmro.qmul.ac.uk/xmlui/handle/123456789/19657
Layne R, Hospedales TM, Gong S (2015). Investigating open-world person re-identification using a drone. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 8927, 225-240.
10.1007/978-3-319-16199-0_16
http://qmro.qmul.ac.uk/xmlui/handle/123456789/7504
Xu X, Hospedales TM, Gong S (2015). Semantic embedding space for zero-shot action recognition. ICIP. 63-67.
Fu Y, Hospedales TM, Xiang T et al.(2015). Transductive Multi-View Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. vol. 37, Article 11, 2332-2345.
10.1109/TPAMI.2015.2408354
http://qmro.qmul.ac.uk/xmlui/handle/123456789/22176
Fu Y, Yang Y, Hospedales TM et al.(2015). Transductive Multi-class and Multi-label Zero-shot Learning. CoRR vol. abs/1503.07884,
Kodirov E, XIANG T, Gong S (2015). Unsupervised Domain Adaptation for Zero-Shot Learning. Conference: International Conference on Computer Vision
10.1109/ICCV.2015.282
Xu X, Hospedales TM, Gong S(2015). Zero-Shot Action Recognition by Word-Vector Embedding. CoRR vol. abs/1511.04458,
FU Y, Hospedales T, XIANG T et al. (2014). Interestingness Prediction by Robust Learning to Rank. Conference: European Conference on Computer Vision
Li Y, Hospedales TM, Song Y-Z et al.(2014). Free-hand sketch recognition by multi-kernel feature learning. Computer Vision and Image Understanding
10.1016/j.cviu.2015.02.003
http://qmro.qmul.ac.uk/xmlui/handle/123456789/10764
Liu C, Gong S, Loy CC(2014). On-the-fly feature importance mining for person re-identification. Pattern Recognition vol. 47, (4) 1602-1615.
10.1016/j.patcog.2013.11.001
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6523
Fu Y, Hospedales TM, Xiang T et al.(2014). Learning multimodal latent attributes. IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 36, (2) 303-316.
10.1109/TPAMI.2013.128
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6368
Layne R, Hospedales TM, Gong S(2014). Attributes-based re-identification. Advances in Computer Vision and Pattern Recognition, vol. 56,
Zhu X, Loy CC, Gong S (2014). Constructing robust affinity graphs for spectral clustering. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1450-1457.
10.1109/CVPR.2014.188
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6791
Liu C, Gong S, Loy CC et al.(2014). Evaluating feature importance for re-identification. Advances in Computer Vision and Pattern Recognition, vol. 56,
Li Y, Hospedales TM, Song YZ et al. (2014). Fine-grained sketch-based image retrieval by matching deformable part models. BMVC 2014 - Proceedings of the British Machine Vision Conference 2014.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6440
Zheng WS, Gong S, Xiang T(2014). Group association: Assisting re-identification by visual context. Advances in Computer Vision and Pattern Recognition, vol. 56,
Fu Y, Hospedales TM, Xiang T et al.(2014). Interestingness prediction by robust learning to rank. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) vol. 8690 LNCS, (PART 2) 488-503.
10.1007/978-3-319-10605-2_32
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6748
Li Y, Hospedales TM, Song Y-Z et al. (2014). Intra-category sketch-based image retrieval by matching deformable part models. BMVC. Editors: Valstar, MF, French, AP, Pridmore, TP,
Cancela B, Hospedales TM, Gong S (2014). Open-world person re-identification by multi-label assignment inference. BMVC 2014 - Proceedings of the British Machine Vision Conference 2014.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6441
Wang T, Gong S, Zhu X et al. (2014). Person re-identification by video ranking. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 8692 LNCS, 688-703.
10.1007/978-3-319-10593-2_45
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6792
Gong S, Cristani M, Yan S et al.(2014). Preface.
Layne R, Hospedales TM, Gong S (2014). Re-id: Hunting attributes in the wild. BMVC 2014 - Proceedings of the British Machine Vision Conference 2014.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6421
Raja Y, Gong S(2014). Scalable multi-camera tracking in a metropolis. Advances in Computer Vision and Pattern Recognition, vol. 56,
Gong S, Cristani M, Loy CC et al.(2014). The re-identification challenge. Advances in Computer Vision and Pattern Recognition, vol. 56,
Fu Y, Yang Y, Hospedales TM et al. (2014). Transductive Multi-label Zero-shot Learning. BMVC. Editors: Valstar, MF, French, AP, Pridmore, TP,
Fu Y, Hospedales TM, Xiang T et al.(2014). Transductive multi-view embedding for zero-shot recognition and annotation. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) vol. 8690 LNCS, (PART 2) 584-599.
10.1007/978-3-319-10605-2_38
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6749
Wang H, Gong S, Xiang T (2014). Unsupervised learning of generative topic saliency for person re-identification. BMVC 2014 - Proceedings of the British Machine Vision Conference 2014.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6442
Zhu X, Loy CC, Gong S (2013). Constrained clustering: Effective constraint propagation with imperfect oracles. Proceedings - IEEE International Conference on Data Mining, ICDM. 1307-1312.
10.1109/ICDM.2013.45
http://qmro.qmul.ac.uk/xmlui/handle/123456789/10769
Loy CC, Liu C, Gong S(2013). Person re-identification by manifold ranking. 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings3567-3571.
10.1109/ICIP.2013.6738736
http://qmro.qmul.ac.uk/xmlui/handle/123456789/10773
Chen K, Gong S, Xiang T et al.(2013). Cumulative attribute space for age and crowd density estimation. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition2467-2474.
10.1109/CVPR.2013.319
http://qmro.qmul.ac.uk/xmlui/handle/123456789/10767
Zheng W, Gong S, Xiang T(2013). Re-identification by Relative Distance Comparison. IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 35, (3) Article 13323971, 653-668.
10.1109/TPAMI.2012.138
http://qmro.qmul.ac.uk/xmlui/handle/123456789/18228
Xu X, Gong S, Hospedales T(2013). Cross-domain traffic scene understanding by motion model transfer. ARTEMIS 2013 - Proceedings of the 4th ACM/IEEE International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Stream77-85.
10.1145/2510650.2510657
Layne R, Hospedales TM, Gong S(2013). Domain transfer for person re-identification. ARTEMIS 2013 - Proceedings of the 4th ACM/IEEE International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Stream25-32.
10.1145/2510650.2510658
Hospedales TM, Gong S, Xiang T(2013). Finding Rare Classes: Active Learning with Generative and Discriminative Models. IEEE Transactions on Knowledge and Data Engineering vol. 25, (2) 374-386.
10.1109/TKDE.2011.231
http://qmro.qmul.ac.uk/xmlui/handle/123456789/18231
Loy CC, Gong S, Xiang T(2013). From semi-supervised to transfer counting of crowds. Proceedings of the IEEE International Conference on Computer Vision2256-2263.
10.1109/ICCV.2013.270
Liu C, Gong S, Loy CC(2013). On-the-fly feature importance mining for person re-identification. Pattern Recognition
10.1016/j.patcog.2013.11.001
http://qmro.qmul.ac.uk/xmlui/handle/123456789/18230
Liu C, Loy CC, Gong S et al.(2013). POP: Person re-identification post-rank optimisation. Proceedings of the IEEE International Conference on Computer Vision441-448.
10.1109/ICCV.2013.62
Hu JF, Zheng WS, Lai J et al.(2013). Recognising human-object interaction via exemplar based modelling. Proceedings of the IEEE International Conference on Computer Vision3144-3151.
10.1109/ICCV.2013.390
Li Y, Song YZ, Gong S (2013). Sketch recognition by ensemble matching of structured features. BMVC 2013 - Electronic Proceedings of the British Machine Vision Conference 2013.
10.5244/C.27.35
Zhu X, Loy CC, Gong S (2013). Video synopsis by heterogeneous multi-source correlation. Proceedings of the IEEE International Conference on Computer Vision. 81-88.
10.1109/ICCV.2013.17
Hospedales TM, Gong S(2012). Real-time dictionary based super-resolution of surveillance video streams and targets. Proceedings of SPIE - The International Society for Optical Engineering vol. 8546,
10.1117/12.974506
Fu Y, Hospedales TM, Xiang T et al.(2012). Attribute learning for understanding unstructured social activity. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) vol. 7575 LNCS, (PART 4) 530-543.
10.1007/978-3-642-33765-9_38
Liu C, Gong S, Loy CC et al.(2012). Person re-identification: What features are important?. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) vol. 7583 LNCS, (PART 1) 391-401.
10.1007/978-3-642-33863-2_39
Layne R, Hospedales TM, Gong S(2012). Towards person identification and re-identification with attributes. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) vol. 7583 LNCS, (PART 1) 402-412.
10.1007/978-3-642-33863-2_40
Loy CC, Hospedales TM, Xiang T et al.(2012). Stream-based joint exploration-exploitation active learning. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition1560-1567.
10.1109/CVPR.2012.6247847
Zheng WS, Gong S, Xiang T(2012). Transfer re-identification: From person to set-based verification. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition2650-2657.
10.1109/CVPR.2012.6247985
Loy CC, Xiang T, Gong S(2012). Incremental activity modeling in multiple disjoint cameras. IEEE Trans Pattern Anal Mach Intell vol. 34, (9) 1799-1813.
10.1109/TPAMI.2011.246
Loy CC, Xiang T, Gong S(2012). Salient motion detection in crowded scenes. 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012
10.1109/ISCCSP.2012.6217836
Hospedales TM, Gong S, Xiang T(2012). Video Behaviour Mining Using a Dynamic Topic Model. International Journal of Computer Vision vol. 98, (3) 303-323.
10.1007/s11263-011-0510-7
Zheng WS, Gong S, Xiang T(2012). Re-identification by Relative Distance Comparison. IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 35, (3) 653-668.
10.1109/TPAMI.2012.138
Li J, Gong S, Xiang T(2012). Learning Behavioural Context. INTERNATIONAL JOURNAL OF COMPUTER VISION vol. 97, (3) 276-304.
10.1007/s11263-011-0487-2
Zheng W-S, Gong S, Xiang T(2012). Quantifying and transferring contextual information in object detection. IEEE Trans Pattern Anal Mach Intell vol. 34, (4) 762-777.
10.1109/TPAMI.2011.164
http://qmro.qmul.ac.uk/xmlui/handle/123456789/2539
HOSPEDALES T, Gong S, Xiang T (2012). A Unifying Theory of Active Discovery and Learning. Computer Vision – ECCV 2012. Editors: Fitzgibbon, A, Lazebnik, S, Perona, P, Sato, Y et al., Conference: European Conference on Computer Vision (Firenze, Italy) vol. 7576, 453-466.
10.1007/978-3-642-33715-4_33
Zhu X, Gong S, Loy CC (2012). Comparing visual feature coding for learning disjoint camera dependencies. BMVC 2012 - Electronic Proceedings of the British Machine Vision Conference 2012.
10.5244/C.26.94
Chen K, Loy CC, Gong S et al.(2012). Feature mining for localised crowd counting. BMVC 2012 - Electronic Proceedings of the British Machine Vision Conference 2012
10.5244/C.26.21
Layne R, Hospedales T, Gong S(2012). Person re-identification by attributes. BMVC 2012 - Electronic Proceedings of the British Machine Vision Conference 2012
10.5244/C.26.24
Raja Y, Gong S (2012). Scaling up multi-camera tracking for real-world deployment. OPTICS AND PHOTONICS FOR COUNTERTERRORISM, CRIME FIGHTING, AND DEFENCE VIII. vol. 8546,
10.1117/12.973760
Chen K, Gong S, Xiang T(2011). Human pose estimation using structural support vector machines. Proceedings of the IEEE International Conference on Computer Vision846-851.
10.1109/ICCVW.2011.6130340
Hospedales TM, Gong S, Xiang T(2011). Learning tags from unsegmented videos of multiple human actions. Proceedings - IEEE International Conference on Data Mining, ICDM251-259.
10.1109/ICDM.2011.90
Bregonzio M, XIANG T, Gong S(2011). Fusing appearance and distribution information of interest points for action recognition. Pattern Recognition
10.1016/j.patcog.2011.08.014
Li J, Gong S, Xiang T(2011). Learning Behavioural Context. International Journal of Computer Vision
10.1007/s11263‐011‐0487‐2
http://qmro.qmul.ac.uk/xmlui/handle/123456789/2559
Hospedales TM, Gong S, Xiang T(2011). Finding rare classes: Adapting generative and discriminative models in active learning. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) vol. 6635 LNAI, (PART 2) 296-308.
10.1007/978-3-642-20847-8-25
Zheng W, Gong S, XIANG T (2011). Person Re-identification by Probabilistic Relative Distance Comparison. Conference: IEEE Conference on Computer Vision and Pattern Recognition
10.1109/CVPR.2011.5995598
Gong S, Xiang T(2011). Visual Analysis of Behaviour: From Pixels to Semantics. Springer
Hospedales TM, Li J, Gong S et al.(2011). Identifying Rare and Subtle Behaviours: A Weakly Supervised Joint Topic Model. IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 33, (12) 2451-2464.
10.1109/TPAMI.2011.81
http://qmro.qmul.ac.uk/xmlui/handle/123456789/2210
Hospedales T, Gong S, XIANG T (2011). Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning. Conference: Pacific-Asia Conference on Knowledge Discovery and Data Mining (24 May 2011) from: 27/05/2011
Zhang J, Gong S(2011). Fusion of motion and appearance for robust people detection in cluttered scenes. Studies in Computational Intelligence vol. 332, 111-124.
10.1007/978-3-642-17554-1_6
Loy C, Xiang T, Gong S(2011). Detecting and Discriminating Behavioural Anomalies. Pattern Recognition vol. 44, (1) 117-132.
10.1016/j.patcog.2010.07.023
Chen K, Gong S, Xiang T et al. (2011). Human Pose Estimation Using Structural Support Vector Machines. 2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS).
Li J, Hospedales TM, Gong SG et al. (2011). Learning Rare Behaviours. COMPUTER VISION - ACCV 2010, PT II. Editors: Kimmel, R, Klette, R, Sugimoto, A, vol. 6493, 293-307.
10.1007/978-3-642-19309-5_23
Zheng W-S, Gong S, Xiang T et al. (2011). Person Re-identification by Probabilistic Relative Distance Comparison. 2011 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 649-656.
Loy CC, Xiang T, Gong S (2011). Stream-Based Active Unusual Event Detection. COMPUTER VISION-ACCV 2010, PT I. vol. 6492, 161-175.
10.1007/978-3-642-19315-6_13
Zheng WS, Gong SG, Xiang T (2011). Unsupervised Selective Transfer Learning for Object Recognition. COMPUTER VISION - ACCV 2010, PT II. Editors: Kimmel, R, Klette, R, Sugimoto, A, vol. 6493, 527-541.
Raja Y, Gong S, Xiang T (2011). User-assisted visual search and tracking across distributed multi-camera networks. OPTICS AND PHOTONICS FOR COUNTERTERRORISM AND CRIME FIGHTING VII OPTICAL MATERIALS IN DEFENCE SYSTEMS TECHNOLOGY VIII AND QUANTUM-PHYSICS-BASED INFORMATION SECURITY. vol. 8189,
10.1117/12.897673
Hospedales T, Gong S, Xiang T(2011). Video Behaviour Mining Using a Dynamic Topic Model. International Journal of Computer Vision1-21.
Li J, Hospedales T, Gong S et al. (2010). Learning Rare Behaviours. Asian Conference on Computer Vision.
Loy C, Xiang T, Gong S (2010). Stream-based Active Anomaly Detection. Asian Conference on Computer Vision.
Zheng W, Gong S, Xiang T (2010). Unsupervised Selective Transfer Learning for Object Recognition. Asian Conference on Computer Vision.
10.1007/978-3-642-19309-5_41
Bashir K, Xiang T, Gong S(2010). Gait Recognition without Subject Cooperation. Pattern Recognition Letters vol. 31, (13) 2052-2060.
10.1016/j.patrec.2010.05.027
Gong S, Xiang T, Hongeng S (2010). Learning Human Pose in Crowd. ACM International Conference on Multimedia, Workshop on Multimodal Pervasive Video Analysis.
10.1145/1878039.1878050
Loy CC, Xiang T, Gong SG(2010). Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding. International Journal of Computer Vision vol. 90, (1) 106-129.
10.1007/s11263-010-0347-5
Bashir K, Xiang T, Gong S (2010). Cross-View Gait Recognition Using Correlation Strength. British Machine Vision Conference.
10.5244/C.24.109
Bregonzio M, Li J, Gong S et al. (2010). Discriminative Topics Modelling for Action Feature Selection and Recognition. British Machine Vision Conference.
10.5244/C.24.8
Prosser B, Zheng W, Gong S et al. (2010). Person Re-Identification by Support Vector Ranking. British Machine Vision Conference.
10.5244/C.24.21
Zhang JG, Gong SG(2010). Action categorization by structural probabilistic latent semantic analysis. COMPUT VIS IMAGE UND vol. 114, (8) 857-864.
10.1016/j.cviu.2010.04.006
Zhang JG, Gong SG(2010). Action categorization with modified hidden conditional random field. PATTERN RECOGN vol. 43, (1) 197-203.
10.1016/j.patcog.2009.05.015
Bregonzio M, Gong S, Xiang T (2009). Action Recognition with Cascaded Feature Selection and Classification. IEE International Conference on Imaging for Crime Detection and Prevention.
Bashir K, Xiang T, Gong S (2009). Gait Recognition Using Gait Entropy Image. IEE International Conference on Imaging for Crime Detection and Prevention.
Loy CC, Xiang T, Gong S(2009). Surveillance video behaviour profiling and anomaly detection. Proceedings of SPIE - The International Society for Optical Engineering vol. 7486,
10.1117/12.832188
Hospedales T, Gong S, Xiang T (2009). A Markov Clustering Topic Model for Mining Behaviour in Video. IEEE International Conference on Computer Vision. 1165-1172.
Li J, Gong S, Xiang T (2009). Discovering Multi-Camera Behaviour Correlations for On-the-Fly Global Activity Prediction and Anomaly Detection. International Workshop on Visual Surveillance.
Loy C, Xiang T, Gong S (2009). Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model. IEEE International Conference on Computer Vision. 120-127.
Zheng W, Gong S, Xiang T (2009). Quantifying Contextual Information for Object Detection. IEEE International Conference on Computer Vision. 932-939.
Zelniker E, Hospedales T, Gong S et al. (2009). A Unified Approach for Adaptive Multiple Feature Tracking for Surveillance Applications. British Machine Vision Conference.
Zheng W, Gong S, Xiang T (2009). Associating Groups of People. British Machine Vision Conference.
Bashir K, Xiang T, Gong S (2009). Gait Representation Using Flow Fields. British Machine Vision Conference.
Orozco J, Gong S, Xiang T (2009). Head Pose Classification in Crowded Scenes. British Machine Vision Conference.
Loy C, Xiang T, Gong S (2009). Multi-Object Activity Modelling Using Gaussian Processes. British Machine Vision Conference.
Pachoud S, Gong S, Cavallaro A (2009). Space-Time Audio-Visual Speech Recognition with Multiple Multi-Class Probabilistic Support Vector Machines. International Conference on Auditory-Visual Speech Processing.
Loy C, Xiang T, Gong S (2009). Multi-Camera Activity Correlation Analysis. Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on. 1988-1995.
10.1109/CVPR.2009.5206827
Bregonzio M, Gong S, Xiang T (2009). Recognising Action as Clouds of Space-Time Interest Points. IEEE Conference on Computer Vision and Pattern Recognition. 1948-1955.
10.1109/CVPRW.2009.5206779
Shan CF, Gong SG, McOwan PW(2009). Facial expression recognition based on Local Binary Patterns: A comprehensive study. IMAGE VISION COMPUT vol. 27, (6) 803-816.
10.1016/j.imavis.2008.08.005
Zhang JG, Gong SG(2009). People detection in low-resolution video with non-stationary background. IMAGE VISION COMPUT vol. 27, (4) 437-443.
10.1016/j.imavis.2008.06.013
Wang Y, Mei T, Gong SG et al.(2009). Combining global, regional and contextual features for automatic image annotation. PATTERN RECOGN vol. 42, (2) 259-266.
10.1016/j.patcog.2008.05.010
Hospedales T, Gong S, Xiang T (2009). A Markov Clustering Topic Model for Mining Behaviour in Video. Computer Vision, 2009 IEEE 12th International Conference on. 1165-1172.
10.1109/ICCV.2009.5459342
Zelniker EE, Hospedales TM, Gong S et al.(2009). A unified Bayesian framework for adaptive visual tracking. British Machine Vision Conference, BMVC 2009 - Proceedings
10.5244/C.23.18
Bregonzio M, Gong S, Xiang T (2009). Action Recognition with Cascaded Feature Selection and Classification. Crime Detection and Prevention (ICDP 2009), 3rd International Conference on. 1-6.
10.1049/ic.2009.0252
Zheng W, Gong S, Xiang T (2009). Associating Groups of People. Conference: British Machine Vision Conference (BMVC) vol. 5,
10.5244/C.23.23
Li J, Gong S, Xiang T (2009). Discovering Multi-Camera Behaviour Correlations for On-the-Fly Global Activity Prediction and Anomaly Detection. 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops.
10.1109/ICCVW.2009.5457455
Jia K, Gong S(2009). Face Sample Quality. Encyclopedia of Biometric Recognition, Editors: Li, S, vol. 6, Springer
Bashir K, Xiang T, Gong S (2009). Gait Recognition Using Gait Entropy Image. Crime Detection and Prevention (ICDP 2009), 3rd International Conference on. 1-6.
10.1049/ic.2009.0230
Bashir K, Xiang T, Gong S (2009). Gait Representation Using Flow Fields. Conference: British Machine Vision Conference (BMVC)
10.5244/C.23.113
Orozco J, Xiang T, Gong S (2009). Head Pose Classification in Crowded Scenes. Conference: British Machine Vision Conference (BMVC)
10.5244/C.23.120
Loy C, Xiang T, Gong S (2009). Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model. Computer Vision, 2009 IEEE 12th International Conference on. 120-127.
10.1109/ICCV.2009.5459156
Loy C, Xiang T, Gong S (2009). Modelling Multi-object Activity by Gaussian Processes. LOY et al.: MODELLING MULTI-OBJECT ACTIVITY BY GAUSSIAN PROCESSES. Conference: British Machine Vision Conference (BMVC) from: 08/09/2009
10.5244/C.23.13
Zheng W, Gong S, Xiang T (2009). Quantifying Contextual Information for Object Detection. 2009 IEEE 12th International Conference on Computer Vision. 932-939.
10.1109/ICCV.2009.5459344
Xiang T, Gong SG(2008). Optimising dynamic graphical models for video content analysis. COMPUT VIS IMAGE UND vol. 112, (3) 310-323.
10.1016/j.cviu.2008.05.011
Loy C, Xiang T, Gong S (2008). From Local Temporal Correlation to Global Anomaly Detection. International Workshop on Machine Learning for Vision-based Motion Analysis.
Zelniker E, Gong S, Xiang T (2008). Global Abnormal Behaviour Detection Using a Network of CCTV Cameras. International Workshop on Visual Surveillance.
Russell D, Gong S (2008). Multi-Layered Decomposition of Recurrent Scenes. European Conference on Computer Vision. 574-587.
Prosser B, Gong S, Xiang T (2008). Multi-camera Matching under Illumination Change Over Time. European Conference on Computer Vision, Workshop on Multi-camera and Multi-modal Sensor Fusion Algorithms and Applications.
Li J, Gong S, Xiang T (2008). Scene Segmentation for Behaviour Correlation. European Conference on Computer Vision. 383-395.
Mei T, Wang Y, Hua XS et al.(2008). Coherent image annotation by learning semantic distance. 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR
10.1109/CVPR.2008.4587386
Russell D, Gong S (2008). Exploiting Periodicity in Recurrent Scenes. British Machine Vision Conference.
10.5244/C.22.71
Bashir K, Xiang T, Gong S (2008). Feature Selection for Gait Recognition without Subject Cooperation. British Machine Vision Conference.
Li J, Gong S, Xiang T (2008). Global Behaviour Inference using Probabilistic Latent Semantic Analysis. British Machine Vision Conference.
Prosser B, Gong S, Xiang T (2008). Multi-camera Matching Using Bi-Directional Cumulative Brightness Transfer Functions. British Machine Vision Conference.
Pachoud S, Gong S, Cavallaro A (2008). Video Augmentation for Improving Audio Speech Recognition under Noise. British Machine Vision Conference.
Mang T, Gong SG(2008). Activity based surveillance video content modelling. PATTERN RECOGN vol. 41, (7) 2309-2326.
10.1016/j.patcog.2007.11.024
Xiang T, Gong SG(2008). Incremental and adaptive abnormal behaviour detection. COMPUT VIS IMAGE UND vol. 111, (1) 59-73.
10.1016/j.cviu.2007.06.004
Mei T, Wang Y, Hua X et al. (2008). Coherent Image Annotation by Semantic Distance Learning. IEEE Conference on Computer Vision and Pattern Recognition. 1-8.
Shan CF, Gong SG, McOwan PW(2008). Fusing gait and face cues for human gender recognition. NEUROCOMPUTING vol. 71, (10-12) 1931-1938.
10.1016/j.neucom.2007.09.023
Jia K, Gong SG(2008). Generalized face super-resolution. IEEE Transactions on Image Processing vol. 17, (6) 873-886.
10.1109/TIP.2008.922421
http://qmro.qmul.ac.uk/xmlui/handle/123456789/2219
Xiang T, Gong S(2008). Video behavior profiling for anomaly detection. IEEE Trans Pattern Anal Mach Intell vol. 30, (5) 893-908.
10.1109/TPAMI.2007.70731
Bashir K, Xiang T, Gong S (2008). Feature Selection on Gait Energy Image for Human Identification. IEEE International Conference on Acoustics, Speech, and Signal Processing. 985-988.
Xiang T, Gong S(2008). Spectral clustering with eigenvector selection. PATTERN RECOGN vol. 41, (3) 1012-1029.
10.1016/j.patcog.2007.07.023
Bashir K, Xiang T, Gong S (2008). Feature Selection for Gait Recognition without Subject Cooperation. Proceedings of the British Machine Vision Conference 2008. Conference: British Machine Vision Conference (BMVC) (Leeds, UK)
10.5244/C.22.108
Bashir K, Xiang T, Gong SG (2008). Feature selection on gait energy image for human identification. 2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12. 985-988.
10.1109/ICASSP.2008.4517777
Li J, Gong S, Xiang T (2008). Global Behaviour Inference Using Probabilistic Latent Semantic Analysis. Conference: British Machine Vision Conference (BMVC)
10.5244/C.22.20
Pachoud S, Gong S, Cavallaro A (2008). Macro-cuboid based probabilistic matching for lip-reading digits. 2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12. 3056-3063.
10.1109/CVPR.2008.4587734
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6658
Prosser B, Gong S (2008). Multi-camera Matching Using Bi-Directional Cumulative Brightness Transfer Functions. Conference: British Machine Vision Conference (BMVC)
10.5244/C.22.64
Russell D, Gong SG (2008). Multi-layered Decomposition of Recurrent Scenes. COMPUTER VISION - ECCV 2008, PT III, PROCEEDINGS. Editors: Forsyth, D, Torr, P, Zisserman, A, vol. 5304, 574-587.
10.1007/978-3-540-88690-7-43
Li J, Gong SG, Xiang T (2008). Scene Segmentation for Behaviour Correlation. COMPUTER VISION - ECCV 2008, PT IV, PROCEEDINGS. Editors: Forsyth, D, Torr, P, Zisserman, A, vol. 5305, 383-395.
10.1007/978-3-540-88693-8-28
Pachoud S, Gong S, Cavallaro A (2008). Video augmentation for improving audio speech recognition under noise. BMVC 2008 - Proceedings of the British Machine Vision Conference 2008.
10.5244/C.22.25
http://qmro.qmul.ac.uk/xmlui/handle/123456789/6659
Wang Y, Gong S (2007). Translating Topics to Words for Image Annotation. ACM Conference on Information and Knowledge Management. 995 - 998-995 - 998.
10.1145/1321440.1321594
Gong S, Shan C, Xiang T (2007). Visual Inference of Human Emotion and Behaviour. ACM International Conference on Multimodal Interfaces. 22 - 29-22 - 29.
Shan C, Gong S, McOwan P (2007). Beyond Facial Expressions: Learning Human Emotion from Body Gestures. British Machine Vision Conference.
10.5244/C.21.43
Shan C, Gong S, McOwan P (2007). Capturing Correlations among Facial Parts for Facial Expression Analysis. British Machine Vision Conference.
10.5244/C.21.51
Wang Y, Gong S (2007). Conditional Random Field for Natural Scene Image Classification. British Machine Vision Conference.
Gong S (2007). Holistic video detection. SPIE Conference on Optics and Photonics for Counter-Terrorism and Crime-Fighting.
10.1117/12.768931
Russell D, Gong S (2007). Segmenting Highly Textured Nonstationary Background. British Machine Vision Conference.
10.5244/C.21.56
Wang Y, Gong S (2007). Refining Image Annotation Using Contextual Relations Between Words. ACM International Conference on Image and Video Retrieval. 425 - 432-425 - 432.
10.1145/1282280.1282343
Leung A, Gong S (2007). Optimizing Distribution-based Matching by Random Subsampling. IEEE Conference on Computer Vision and Pattern Recognition. 1 - 8-1 - 8.
(2007). Analysis and Modeling of Faces and Gestures. Editors: Zhou, S, Zhao, W, Tang, X, Gong, S et al., Springer
Wang Y, Gong S(2007). Conditional random field for natural scene categorization. BMVC 2007 - Proceedings of the British Machine Vision Conference 2007
10.5244/C.21.59
Gong SG (2007). Holistic video detection - art. no. 674103. OPTICS AND PHOTONICS FOR COUNTERTERRORISM AND CRIME FIGHTING III. Editors: Lewis, C, vol. 6741, 74103-74103.
10.1117/12.768931
Shan CF, Gong SG, McOwan PW (2007). Learning gender from human gaits and faces. 2007 IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE. 505-510.
10.1109/AVSS.2007.4425362
Leung AP, Gong SG (2007). Optimizing distribution-based matching by random subsampling. 2007 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-8. 1627-1634.
10.1109/CVPR.2007.383183
Gong SG, Shan CF, Xiang T (2007). Visual Inference of Human Emotion and Behaviour. ICMI'07: PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON MULTIMODAL INTERFACES. 22-29.
10.1145/1322192.1322199
Jia K, Gong S(2006). Hallucinating multiple occluded face images of different resolutions. Pattern Recognition Letters vol. 27, (15) 1768-1775.
Hung H, Gong S (2006). Classification of human interaction from a distance using salient body behaviour modelling. SPIE Conference on Optics and Photonics for Counter-Terrorism and Crime-Fighting. ???-???.
Jia K, Gong S, Leung A (2006). Coupling face registration and super-resolution. British Machine Vision Conference. ???-???.
Shan C, Gong S, McOwan P (2006). Dynamic facial expression recognition using a Bayesian temporal manifold model. British Machine Vision Conference. ???-???.
Leung A, Gong S (2006). Mean-shift tracking with random sampling. British Machine Vision Conference. ???-???.
Russell D, Gong S (2006). Minimum cuts of a time-varying background. British Machine Vision Conference. ???-???.
Xiang T, Gong S (2006). Optimal dynamic graphs for video content analysis. British Machine Vision Conference. ???-???.
Raja Y, Gong S (2006). Sparse multiscale local binary patterns. British Machine Vision Conference. ???-???.
Gong S, XIANG T(2006). Model Selection for Unsupervised Learning of Visual Context. International Journal of Computer Vision vol. 69, (2) 181-201.
10.1007/s11263-005-5024-8
Xiang T, Gong SG(2006). Model selection for unsupervised learning of visual context. INT J COMPUT VISION vol. 69, (2) 181-201.
10.1007/s11263-005-5054-8
Wang Y, Gong S (2006). Tensor discriminant analysis for view-based object recognition. International Conference on Pattern Recognition. ???-???.
Shan C, Gong S, McOwan P (2006). A Comprehensive empirical study on linear subspace methods for facial expression analysis. IEEE Workshop on Vision for Human Computer Interaction. ???-???.
10.1109/CVPRW.2006.13
Jia K, Gong S (2006). Multi-resolution patch tensor for facial expression hallucination. IEEE Conference on Computer Vision and Pattern Recognition. 395-402-395-402.
10.1109/CVPR.2006.196
Zhang J, Gong S (2006). Beyond static detectors: A Bayesian approach to fusing long-term motion with appearance for robust people detection in highly cluttered scenes. IEEE Visual Surveillance Workshop. 121-128-121-128.
Xiang T, Gong S (2006). Incremental visual behaviour modelling. IEEE Visual Surveillance Workshop. 65-72-65-72.
Xiang T, Gong SG(2006). Beyond tracking: Modelling activity and understanding behaviour. INT J COMPUT VISION vol. 67, (1) 21-51.
10.1007/s11263-006-4329-6
Jia K, Gong S, Leung AP(2006). Coupling face registration and super-resolution. BMVC 2006 - Proceedings of the British Machine Vision Conference 2006449-458.
Hung H, Gong SG (2006). Detection of human interaction from a distance using salient body behaviour modelling - art. no. 640203. Optics and Photonics for Counterterrorism and Crime Fighting II. Editors: Lewis, C, Owen, GP, vol. 6402, 40203-40203.
10.1117/12.689355
Shan C, Gong S, McOwan PW(2006). Dynamic facial expression recognition using a Bayesian temporal manifold model. BMVC 2006 - Proceedings of the British Machine Vision Conference 2006297-306.
Leung AP, Gong S(2006). Mean-shift tracking with random sampling. BMVC 2006 - Proceedings of the British Machine Vision Conference 2006729-738.
Russell D, Gong S(2006). Minimum cuts of a time-varying background. BMVC 2006 - Proceedings of the British Machine Vision Conference 2006809-818.
Xiang T, Gong S (2006). Optimal dynamic graphs for video content analysis. Conference: British Machine Vision Conference (BMVC)
Raja Y, Gong S(2006). Sparse multiscale local binary patterns. BMVC 2006 - Proceedings of the British Machine Vision Conference 2006799-808.
Wang Y, Gong SG (2006). Tensor discriminant analysis for view-based object recognition. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, PROCEEDINGS. Editors: Tang, YY, Wang, SP, Lorette, G, Yeung, DS et al., 33-36.
10.1109/ICPR.2006.1106
Russell D, Gong SG (2005). A highly efficient block-based dynamic background model. AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings. 417-422.
10.1109/AVSS.2005.1577305
GONG SS, Zalewski L (2005). A statistical virtual head animator. Conference: IEE International Conference on Visual Information Engineering
GONG SS, Leung A (2005). An optimization framework for real-time appearance-based tracking under weak perspective. Conference: British Machine Vision Conference
10.5244/C.19.26
GONG S, Zhao W, Tang X(2005). Analysis and Modelling of Faces and Gestures. Springer
Shan CF, Gong SG, McOwan PW (2005). Appearance manifold of facial expression. COMPUTER VISION IN HUMAN-COMPUTER INTERACTION, PROCEEDINGS. Editors: Sebe, N, Lew, MS, Huang, TS, vol. 3766, 221-230.
10.1007/11573425_22
GONG SS, Jia K (2005). CCTV face hallucination under occlusion with motion blur. Conference: IEE International Symposium on Imaging for Crime Detection and Prevention
Gong S, MCOWAN PW, Shan C (2005). Conditional Mutual Information Based Boosting for Facial Expression Recognition. Conference: British Machine Vision Conference (BMVC'05), Oxford, UK
10.5244/C.19.42
Hung H, Gong S (2005). Detecting and quantifying unusual interactions by correlating salient motion. AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings. 46-51.
10.1109/AVSS.2005.1577241
Jia K, Gong S (2005). Face super-resolution using multiple occluded images of different resolutions. AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings. 614-619.
10.1109/AVSS.2005.1577339
Jia K, Gong S (2005). Multi-modal face image super-resolutions in tensor space. AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings. 264-269.
10.1109/AVSS.2005.1577278
Jia K, Gong SG (2005). Multi-modal tensor face for simultaneous super-resolution and recognition. TENTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1 AND 2, PROCEEDINGS. 1683-1690.
10.1109/ICCV.2005.155
GONG SS, Leung AP (2005). Multi-view temporal tracking under weak perspective in real-time. Conference: IEE International Conference on Visual Information Engineering
Del Bue A, Llado X, Agapito L (2005). Non-rigid face modelling using shape priors. ANALYSIS AND MODELLING OF FACES AND GESTURES, PROCEEDINGS. Editors: Zhao, W, Gong, S, Tang, X, vol. 3723, 97-108.
Leung AP, Gong SG (2005). Online feature selection using mutual information for real-time multi-view object tracking. ANALYSIS AND MODELLING OF FACES AND GESTURES, PROCEEDINGS. Editors: Zhao, W, Gong, S, Tang, X, vol. 3723, 184-197.
GONG SS, Xiang T (2005). Online video behaviour abnormality detection using reliability measure. Conference: British Machine Vision Conference
10.5244/C.19.66
Shan CF, Gong SG, McOwan PW (2005). Recognizing facial expressions at low resolution. AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings. 330-335.
10.1109/AVSS.2005.1577290
Xiang T, Gong SG (2005). Relevance learning for spectral clustering with applications on image segmentation and video behaviour profiling. AVSS 2005: ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, PROCEEDINGS. 28-33.
10.1109/AVSS.2005.1577238
Shan CF, Gong SG, McOwan PW (2005). Robust facial expression recognition using local binary patterns. 2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5. 2225-2228.
10.1109/ICIP.2005.1530069
Zalewski L, Gong S (2005). Statistical models of facial expressions for realistic 3D avatar animation. 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Vol 2, Proceedings. Editors: Schmid, C, Soatto, S, Tomasi, C, 217-222.
10.1109/CVPR.2005.9
GONG SS, Graves A (2005). Surveillance video indexing with iconic patterns of activity. Conference: IEE International Conference on Visual Information Engineering
Xiang T, Gong S (2005). Unsupervised Learning of Visual Context Using Completed Likelihood AIC. Conference: IEE International Conference on Visual Information Engineering (VIE)
GONG SS, Xiang T (2005). Unsupervised learning of visual context using mixture models. Conference: IEE International Conference on Visual Information Engineering
Xiang T, Gong SG (2005). Video behaviour profiling and abnormality detection without manual labelling. TENTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1 AND 2, PROCEEDINGS. 1238-1245.
10.1109/ICCV.2005.248
Xiang T, Gong S (2005). Visual learning given sparse data of unknown complexity. TENTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1 AND 2, PROCEEDINGS. 701-708.
10.1109/ICCV.2005.250
Gong S (2004). Finding a needle in haystacks: Towards behaviour recognition based video surveillance. Security and Defence 2004: Optics and Photonics for Counter-terrorism and Crime Fighting.
Xiang T, Gong S (2004). Activity-based scene representation and segmentation of CCTV surveillance videos. British Machine Vision Conference. 177-186-177-186.
Hung H, Gong S (2004). Quantifying temporal saliency. British Machine Vision Conference. 742-749-742-749.
Graves A, Gong S (2004). Wavelet-based holistic sequence descriptor for generating video summaries. British Machine Vision Conference. 167-176-167-176.
Li YM, Gong SG, Sherrah J et al.(2004). Support vector machine based multi-view face detection and recognition. IMAGE VISION COMPUT vol. 22, (5) 413-427.
10.1016/j.imavis.2003.12.005
GONG SS, Zalewski L (2004). A probabilistic hierarchical framework for expression classification. Conference: Artificial Intelligence and the Simulation of Behaviour Symposium on Language, Speech and Gesture for Expressive Characters
Zalewski L, Gong SG (2004). Synthesis and recognition of facial expressions in virtual 3D views. SIXTH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, PROCEEDINGS. 493-498.
10.1109/AFGR.2004.1301581
Gong SG (2004). Towards behaviour recognition based video surveillance. OPTICS AND PHOTONICS FOR COUNTERTERRORISM AND CRIME FIGHTING. Editors: Donaldson, TP, Lewis, C, vol. 5616, 1-15.
10.1117/12.577153
Ng J, Gong S(2003). Learning pixel-wise signal energy for understanding semantics. Image and Vision Computing vol. 21, (13-14) 1171-1182.
Li Y, Gong S, Liddell H(2003). Recognising trajectories of facial identities using Kernel Discriminant Analysis. Image and Vision Computing vol. 21, (13-14) 1077-1086.
Li YM, Gong SG, Liddell H (2003). Recognising trajectories of facial identities using kernel discriminant analysis. IMAGE AND VISION COMPUTING. vol. 21, 1077-1086.
10.1016/j.imavis.2003.08.01
Xiang T, Gong S (2003). On the structure of dynamic Bayesian networks for complex scene modelling. Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance.
Xiang T, Gong S, Parkinson D (2003). Outdoor activity recognition using multi-linked temporal processes. British Machine Vision Conference. 619-628-619-628.
Graves A, Gong S (2003). Spotting scene change for indexing surveillance video. British Machine Vision Conference. 469-478-469-478.
Li YM, Gong SG, Liddell H(2003). Constructing facial identity surfaces for recognition. INT J COMPUT VISION vol. 53, (1) 71-92.
10.1023/A:1023083725143
Gong S, Xiang T(2003). Scene event recognition without tracking. Acta Automatica Sinica vol. 29, (3) 321-331.
Xiang T, Gong SG (2003). Discovering Bayesian causality among visual events in a complex outdoor scene. IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, PROCEEDINGS. Editors: Kawada, S, 177-182.
10.1109/AVSS.2003.1217919
(2003). IEEE International Workshop on Analysis and Modelling of Faces and Gestures. Editors: Gong, S, Zhang, H, Li, S, Senior, A et al., IEEE Computer Society
GONG SS, Ng J (2003). Learning pixel-wise signal energy for understanding semantics. Image and Vision Computing. vol. 21, 1171-1182.
10.1016/j.imavis.2003.09.001
Gong SG, Xiang T (2003). Recognition of group activities using dynamic Probabilistic networks. NINTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS I AND II, PROCEEDINGS. 742-749.
10.1109/ICCV.2003.1238423
Gong SG, Ng J, Sherrah J(2002). On the semantics of visual behaviour, structured events and trajectories of human action. IMAGE VISION COMPUT vol. 20, (12) 873-888.
10.1016/S0262-8856(02)00096-3
Gong SG, Buxton H(2002). Understanding visual behaviour. IMAGE VISION COMPUT vol. 20, (12) 825-826.
10.1016/S0262-8856(02)00092-6
Xiang T, Gong S, Parkinson D (2002). Autonomous visual events detection and classification without explicit object-centred segmentation and tracking. British Machine Vision Conference.
Ng J, Gong S (2002). Learning intrinsic video content using Levenshtein distance in graph partitioning. European Conference on Computer Vision. vol. Part-IV, 670-684-670-684.
Ng J, Gong SG (2002). Composite support vector machines for detection of faces across views and pose estimation. IMAGE AND VISION COMPUTING. vol. 20, 359-368.
10.1016/S0262-8856(02)00008-2
Psarrou A, Gong SG, Walter M (2002). Recognition of human gestures and behaviour based on motion trajectories. IMAGE AND VISION COMPUTING. vol. 20, 349-358.
10.1016/S0262-8856(02)00007-0
Ong EJ, Gong SG (2002). The dynamics of linear combinations: tracking 3D skeletons of human subjects. IMAGE AND VISION COMPUTING. vol. 20, 397-414.
10.1016/S0262-8856(02)00011-2
Sherrah J, Gong S(2002). Automated detection of localised visual events over varying temporal scales. Video-based Surveillance Systems: Computer Vision and Distributed Processing, Editors: Remagnino, Jones, Paragios, Regazzoni et al., Kluwer Academic Publishers
Chang T-H, Gong S(2002). Bayesian Modality Fusion for tracking multiple people with a multi-camera system. Video-based Surveillance Systems: Computer Vision and Distributed Processing, Editors: Remagnino, Jones, Paragios, Regazzoni et al., Kluwer Academic Publishers
Ng J, Gong S(2002). Composite support vector machines for the detection of faces across views and pose estimation. Image and Vision Computing vol. 20, (5-6) 359-368.
GONG SS, Romdhani S, Psarrou A(2002). Corresponding dynamic appearances. Image and Vision Computing vol. 20, (4) 307-318.
10.1016/S0262-8856(02)00025-2
Ng J, Gong SG (2002). Learning intrinsic video content using Levenshtein distance in graph partitioning. COMPUTER VISION - ECCV 2002, PT IV. Editors: Heyden, A, Sparr, G, Nielsen, M, Johansen, P et al., vol. 2353, 670-684.
Ng J, Gong SG (2002). On the binding mechanism of synchronised visual events. IEEE WORKSHOP ON MOTION AND VIDEO COMPUTING (MOTION 2002), PROCEEDINGS. Editors: Bilof, R, 112-117.
10.1109/MOTION.2002.1182222
Psarrou A, Gong S, Walter M(2002). Recognition of human gestures and behaviour. Image and Vision Computing vol. 20, (5-6) 349-358.
Ong E, Gong S(2002). The dynamics of linear combinations. Image and Vision Computing vol. 20, (5-6) 397-414.
Sherrah J, Gong S, Ong EJ(2001). Face distributions in similarity space under varying head pose. IMAGE VISION COMPUT vol. 19, (12) 807-819.
10.1016/S0262-8856(00)00096-2
Walter M, Psarrou A, Gong S (2001). Data driven model acquisition using Minimum Description Length. British Machine Vision Conference.
Li Y, Gong S, Liddell H (2001). Recognising trajectories of facial identities using Kernel Discriminate Analysis. British Machine Vision Conference. 613-622-613-622.
Sherrah J, Gong SG(2001). Fusion of perceptual cues for robust tracking of head pose and position. PATTERN RECOGN vol. 34, (8) 1565-1572.
10.1016/S0031-3203(00)00091-1
Walter M, Psarrou A, Gong S (2001). Auto-clustering for unsupervised learning of atomic gesture components using Minimum Description Length. IEEE ICCV Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Real-time Systems. 157-163-157-163.
10.1109/RATFG.2001.938925
Li Y, Gong S, Liddell H (2001). Constructing structures of facial identities on the view sphere using Kernel Discriminant Analysis. International Workshop on Statistical and Computational Theories of Vision.
Li Y, Gong S, Liddell H (2001). Video-based online face recognition using identity surfaces. IEEE ICCV Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Real-time Systems. 40-47-40-47.
Li YM, Gong SG, Liddell H (2001). Constructing facial identity surfaces in a nonlinear discriminating space. 2001 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 2, PROCEEDINGS. Editors: Jacobs, A, Baldwin, T, 258-263.
Sherrah J, Gong SG (2001). Continuous global evidence-based Bayesian modality fusion for simultaneous tracking of multiple objects. EIGHTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOL II, PROCEEDINGS. 42-49.
10.1109/ICCV.2001.937596
Li YM, Gong SG, Liddell H (2001). Modelling faces dynamically across views and over time. EIGHTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOL I, PROCEEDINGS. 554-559.
10.1109/ICCV.2001.937565
Chang TH, Gong SG (2001). Tracking multiple people with a multi-camera system. 2001 IEEE WORKSHOP ON MULTI-OBJECT TRACKING, PROCEEDINGS. 19-26.
10.1109/MOT.2001.937977
Li YM, Gong SG, Liddell H (2001). Video-based online face recognition using identity surfaces. IEEE ICCV WORKSHOP ON RECOGNITION, ANALYSIS AND TRACKING OF FACES AND GESTURES IN REAL-TIME SYSTEMS, PROCEEDINGS. 40-46.
10.1109/RATFG.2001.938908
Romdhani S, Gong S, Psarrou A (2000). A generic face appearance model of shape and texture under very large pose variations from profile to profile views. International Conference on Pattern Recognition. vol. 1, Computer Vision a, 266-275-266-275.
Sherrah J, Gong S, Howell J et al. (2000). Interpretation of group behaviour in visually mediated interaction. International Conference on Pattern Recognition. vol. 1, Computer Vision a, 266-269-266-269.
Ong E-J, Gong S (2000). Quantifying ambiguities in inferring vector-based 3D models. British Machine Vision Conference.
Sherrah J, Gong S (2000). Resolving visual uncertainty and occlusion through probabilistic reasoning. British Machine Vision Conference.
Chang T-H, Gong S, Ong E-J (2000). Tracking multiple people under occlusion using multiple cameras. British Machine Vision Conference.
Romdhani S, Psarrou A, Gong S (2000). On utilising template and feature-based correspondence in multi-view appearance models. European Conference on Computer Vision. vol. 1, 799-813-799-813.
Sherrah J, Gong S (2000). Tracking discontinuous motion using Bayesian inference. European Conference on Computer Vision. vol. 2, 150-166-150-166.
Li Y, Gong S, Liddell H (2000). Support vector regression and classification based multi-view face detection and recognition. IEEE International Conference on Automatic Face and Gesture Recognition.
10.1109/AFGR.2000.840650
Gong S, McKenna S, Psarrou A(2000). Dynamic Vision: From Images to Face Recognition. Imperial College Press and World Scientific Publishing
Sherrah J, Gong SG, Howell AJ et al. (2000). Interpretation of group behaviour in visually mediated interaction. 15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, PROCEEDINGS. Editors: Sanfeliu, A, Villanueva, JJ, Vanrell, M, Alquezar, R et al., 266-269.
Li YM, Gong SG, Sherrah J et al. (2000). Multi-view face detection using support vector machines and eigenspace modelling. KES'2000: FOURTH INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, VOLS 1 AND 2, PROCEEDINGS. Editors: Howlett, RJ, Jain, LC, 241-244.
Romdhani S, Psarrou A, Gong SG (2000). On utilising template and feature-based correspondence in muli-view appearance models. COMPUTER VISION - ECCV 2000, PT I, PROCEEDINGS. Editors: Vernon, D, vol. 1842, 799-813.
Sherrah J, Gong SG (2000). VIGOUR: A system for tracking and recognition of multiple people and their activities. 15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, PROCEEDINGS. Editors: Sanfeliu, A, Villanueva, JJ, Vanrell, M, Alquezar, R et al., 179-182.
Ong E-J, Gong S (1999). A dynamic virtual human model using hybrid 2D and 3D representations. IEEE International Conference on Computer Vision, Workshop on Modelling People.
Sherrah J, Gong S (1999). Exploiting context in gesture recognition. International Interdisciplinary Conference on Modelling and Using Context.
Ng J, Gong S (1999). Multi-view based support vector machines for real-time face detection and pose estimation. IEEE International Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Real-Time Systems.
Romdhani S, Gong S, Psarrou A (1999). Multi-view nonlinear active shape model using Kernel PCA. British Machine Vision Conference.
Romdhani S, Gong S, Psarrou A (1999). Multi-view nonlinear active shape model using kernel PCA. British Machine Vision Conference.
Gong S, Walter M, Psarrou A (1999). Recognition of temporal structures: Learning prior and propagating observation augmented densities via hidden Markov states. IEEE International Conference on Computer Vision. 157-162-157-162.
McKenna S, Raja Y, Gong S(1999). Tracking colour objects using adaptive mixture models. Image and Vision Computing vol. 17, (3-4) 225-231.
McKenna S, Gong S (1998). Gesture recognition for visually mediated interaction using probabilistic event trajectories. British Machine Vision Conference.
Gong S, Ong E-J, McKenna S (1998). Learning to associate faces across views in vector space of similarities to prototypes. British Machine Vision Conference.
Torre FDL, Gong S, McKenna S (1998). View-based Adaptive Affine Alignment. European Conference on Computer Vision.
Raja Y, McKenna S, Gong S (1998). Tracking and segmenting people in varying lighting conditions using colour. IEEE International Conference on Automatic Face and Gesture Recognition.
McKenna S, Gong S, Raja Y(1998). Modelling facial colour and identity with Gaussian mixtures. Pattern Recognition vol. 31, (12) 1883-1892.
McKenna S, Gong S(1998). Real-time face pose estimation. Real Time Imaging vol. 4, 333-347.
McKenna S, Gong S(1998). Recognising moving faces. Face Recognition: From Theory to Applications, Editors: Wechsler, Philips, Bruce, Fogelman-Soulie et al., Springer-Verlag
McKenna S, Gong S (1997). Non-intrusive person authentication for access control by visual tracking and face recognition. International Conference on Audio-Video Based Biometric Person Authentication. 177-184-177-184.
McKenna S, Gong S, Wurtz R et al. (1997). Tracking facial motion using Gabor wavelets and flexible shape models. International Conference on Audio-Video Based Biometric Person Authentication. 35-43-35-43.
Gong S, McKenna S, Collins JJ (1996). An investigation into face pose distributions. IEEE International Conference on Automatic Face and Gesture Recognition. 265-270-265-270.
McKenna S, Gong S (1996). Tracking faces. IEEE International Conference on Automatic Face and Gesture Recognition. 271-277-271-277.
McKenna S, Gong S, Raja Y (1996). Face recognition in dynamic scenes. British Machine Vision Conference.
Psarrou A, Gong S, Buxton H (1995). Modelling spatio-temporal trajectories and face signatures using partially recurrent neural networks. IEEE International Conference on Neural Networks. 2226-2232-2226-2232.
Buxton H, Gong S(1995). Visual surveillance in a dynamic and uncertain world. Artificial Intelligence vol. 78, (1-2) 431-459.
Gong S, Psarrou A, Katsoulis I et al. (1994). Tracking and recognition of face image sequences. European Workshop on Combined Real and Synthetic Image Processing for Broadcast and Video Production. 97-112-97-112.
Gong S, Buxton H (1993). Bayesian nets for motion segmentation and object tracking. British Machine Vision Conference. 229-239-229-239.
Gong S, Buxton H (1992). On the visual expectation of moving objects: A probabilistic approach with augmented hidden Markov models. European Conference on Artificial Intelligence. 776-780-776-780.
Gong S (1992). Visual observation as reactive learning. International Conference on Adaptive and Learning Systems. 175-187-175-187.
Gong S, Brady JM (1990). Parallel computation of optic flow. European Conference on Computer Vision. 124-134-124-134.
Gong S (1989). Parallel Computation of Visual Motion. Oxford University ,
Gong S (1989). On curve motion constraint equation and its applications. IEEE International Workshop on Visual Motion. 87-98-87-98.
Gong S (1988). Improving local flow. Alvey Vision Conference. 129-135-129-135.
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