Professor Shaogang Gong
Professor of Visual Computation
Head of Computer Vision Group
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
Research
Computer Vision, Machine Learning, Multimodal Artificial intelligence, Object Recognition, Action Recognition, Video Analysis
Interests
Multimodal learning, Self-supervised learning, Representation learning, Zero-shot learning, Imbalanced data learning, Federated learning, Human-in-the-loop learning, Generative distribution expansion, Uncertainty quantification, Semantic instance segmentation, Video segmentation, Object localisationPublications
Publications of specific relevance to the Centre for Multimodal AI2024
Cheng Z, Pu Y, Gong S, Kordjamshidi P and Kong Y (2024). SHINE: Saliency-Aware Hierarchical Negative Ranking for Compositional Temporal Grounding. Computer Vision – ECCV 2024 398-416. 06-12-2024
Cao Y and Gong S (2024). Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion. Computer Vision – ECCV 2024 20-37. 31-10-2024
Sun S, Si C, Wu G and Gong S (2024). Federated zero-shot learning with mid-level semantic knowledge transfer. Pattern Recognition, Elsevier vol. 156, 110824-110824. 29-07-2024
Cai W, Huang J, Hu J, Gong S, Jin H and Liu Y (2024). Semantic Video Moment Retrieval by Temporal Feature Perturbation and Refinement. 2024 14th International Conference on Pattern Recognition Systems (ICPRS). 18-07-2024
Zhao Z, Cao Y, Gong S and Patras I (2024). Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer. 29-05-2024
Li Q, Huang J, Hu J and Gong S (2024). Feature-Distribution Perturbation and Calibration for Generalized Reid. ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 14-04-2024
Wang G, Huang X, Gong S, Zhang J and Gao W (2024). Faster Person Re-Identification: One-Shot-Filter and Coarse-to-Fine Search. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 46 (5), 3013-3030. 03-04-2024
Hu J, Lin J, Gong S and Cai W (2024). Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects. AAAI Conference on Artificial Intelligence. 24-03-2024
Zheng M, Gong S, Jin H, Peng Y and Liu Y (2024). Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization. Annual Meeting of the Association for Computational Linguistics. 12-01-2024
Luo D, Huang J, Gong S, Jin H and Liu Y (2024). Zero-Shot Video Moment Retrieval from Frozen Vision-Language Models. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 08-01-2024
Li Q and Gong S (2024). Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 08-01-2024
2023
Luo D, Huang J, Gong S, Jin H and Liu Y (2023). Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 30-06-2023
Li W, Gong S and Zhu X (2023). Neural operator search. Pattern Recognition, Elsevier vol. 136, 109215-109215. 01-04-2023
Han K, Huang Y, Gong S, Wang L and Tan T (2023). 3D Shape Temporal Aggregation for Video-Based Clothing-Change Person Re-identification. Computer Vision – ACCV 2022 71-88. 01-01-2023
2022
Huang J, Jin H, Gong S and Liu Y (2022). Video Activity Localisation with Uncertainties in Temporal Boundary. Computer Vision – ECCV 2022 724-740. 22-10-2022
Yin Q, Wang G, Ding G, Li Q, Gong S and Tang Z (2022). Rapid Person Re-Identification via Sub-space Consistency Regularization. Neural Processing Letters, Springer 23-08-2022
Li P, Gong S, Wang C and Fu Y (2022). Ranking Distance Calibration for Cross-Domain Few-Shot Learning. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 28-07-2022
Huang J, Liu Y, Gong S and Jin H (2022). Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation. 2021 IEEE/CVF International Conference on Computer Vision (ICCV). 28-01-2022
Li P, Li D, Li W, Gong S, Fu Y and Hospedales TM (2022). A Simple Feature Augmentation for Domain Generalization. 2021 IEEE/CVF International Conference on Computer Vision (ICCV). 28-01-2022
Wu G and Gong S (2022). Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation. 2021 IEEE/CVF International Conference on Computer Vision (ICCV). 28-01-2022
Lan X, Zhu X and Gong S (2022). Unsupervised cross-domain person re-identification by instance and distribution alignment. Pattern Recognition vol. 124 02-01-2022
Hu J, Zhong H, Yang F, Gong S, Wu G and Yan J (2022). Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling. Computer Vision – ECCV 2022 223-241. 01-01-2022
Cai W, Huang J and Gong S (2022). Hybrid-Learning Video Moment Retrieval across Multi-Domain Labels. 01-01-2022
2021
Zheng WS, Hong J, Jiao J, Wu A, Zhu X, Gong S, Qin J and Lai J (2021). Joint Bilateral-Resolution Identity Modeling for Cross-Resolution Person Re-Identification. International Journal of Computer Vision 22-11-2021
Wu G, Gong S and Queen PL (2021). Striking a Balance between Stability and Plasticity for Class-Incremental Learning. 2021 IEEE/CVF International Conference on Computer Vision (ICCV). 17-10-2021
Wu G, Zhu X and Gong S (2021). Learning hybrid ranking representation for person re-identification. Pattern Recognition, Elsevier vol. 121 09-08-2021
Li P, Fu Y and Gong S (2021). Regularising Knowledge Transfer by Meta Functional Learning. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence. 01-08-2021
Li P, Wu G, Gong S and Lan X (2021). Semi-Supervised Few-Shot Learning with Pseudo Label Refinement. 2021 IEEE International Conference on Multimedia and Expo (ICME). 09-07-2021
Yin Q, Wang G, Ding G, Gong S and Tang Z (2021). Multi-View Label Prediction for Unsupervised Learning Person Re-Identification. IEEE Signal Processing Letters vol. 28, 1390-1394. 11-06-2021
Zhu X, Li M, Morerio P, Murino V and Gong S (2021). Intra-Camera Supervised Person Re-Identification. International Journal of Computer Vision vol. 129 (5), 1580-1595. 01-05-2021
Spagnolo P, Aghajan H, Bebis G, Gong S, Loutfi A, Sigal L and Zheng WS (2021). Guest editorial introduction to the special issue on large-scale visual sensor networks: Architectures and applications. IEEE Transactions on Circuits and Systems for Video Technology vol. 31 (4), 1249-1252. 01-04-2021
Su H, Gong S and Zhu X (2021). Multi-perspective cross-class domain adaptation for open logo detection. Computer Vision and Image Understanding vol. 204 01-03-2021
Li W, Gong S and Zhu X (2021). Hierarchical distillation learning for scalable person search. Pattern Recognition vol. 114 01-02-2021
Wu G, Gong S and Intelligence AAA (2021). Peer Collaborative Learning for Online Knowledge Distillation. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. 25-01-2021
Wu G, Gong S and Intelligence AAA (2021). Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. 01-01-2021
Wu G, Gong S and Intelligence AAA (2021). Generalising without Forgetting for Lifelong Person Re-Identification. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. 01-01-2021
Sun S, Wu G and Gong S (2021). Decentralised Person Re-Identification with Selective Knowledge Aggregation. 01-01-2021
2020
Cheng Z, Zhu X and Gong S (2020). Face re-identification challenge: Are face recognition models good enough? Pattern Recognition vol. 107 01-11-2020
Chen Y, Gong S and Bazzani L (2020). Image Search with Text Feedback by Visiolinguistic Attention Learning. IEEE Conference on Computer Vision and Pattern Recognition. 25-09-2020
Huang J, Gong S and Zhu X (2020). Deep Semantic Clustering by Partition Confidence Maximisation. IEEE Conference on Computer Vision and Pattern Recognition. 25-09-2020
Cheng Z, Dong Q, Gong S and Zhu X (2020). Inter-task association critic for cross-resolution person re-identification. IEEE Conference on Computer Vision and Pattern Recognition. 25-09-2020
Li M, Zhu X and Gong S (2020). Unsupervised Tracklet Person Re-Identification. IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 42 (7), 1770-1782. 01-07-2020
Cheng Z, Zhu X and Gong S (2020). Characteristic regularisation for super-resolving face images. IEEE Winter Conference on Applications of Computer Vision. 01-03-2020
Wu A, Zheng WS, Gong S and Lai J (2020). RGB-IR Person Re-identification by Cross-Modality Similarity Preservation. International Journal of Computer Vision, Springer Verlag 03-02-2020
Wu G, Zhu X and Gong S (2020). Spatio-temporal associative representation for video person re-identification. 01-01-2020
Wang G, Gong S, Cheng J and Hou Z (2020). Faster Person Re-identification. Computer Vision – ECCV 2020 275-292. 01-01-2020
Chen Y, Zhu X, Li W and Gong S (2020). Semi-supervised learning under class distribution mismatch. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. 01-01-2020
Wu G, Zhu X and Gong S (2020). Tracklet self-supervised learning for unsupervised person re-identification. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. 01-01-2020
Li W, Gong S and Zhu X (2020). Neural graph embedding for neural architecture search. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. 01-01-2020
Huang J, Dong Q, Gong S and Zhu X (2020). Unsupervised deep learning via affinity diffusion. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. 01-01-2020
2019
Li W, Zhu X and Gong S (2019). Scalable Person Re-Identification by Harmonious Attention. International Journal of Computer Vision 23-12-2019
Lin H, Fu Y, Lu P, Gong S, Xue X and Jiang Y-G (2019). TC-Net for iSBIR. Proceedings of the 27th ACM International Conference on Multimedia. 15-10-2019
Dong Q, Zhu X and Gong S (2019). Person search by text attribute query as zero-shot learning. IEEE International Conference on Computer Vision. 01-10-2019
Liu Z, Wang J, Gong S, Tao D and Lu H (2019). Deep reinforcement active learning for human-in-the-loop person re-identification. IEEE International Conference on Computer Vision. 01-10-2019
Chen Y, Zhu X and Gong S (2019). Instance-guided context rendering for cross-domain person re-identification. IEEE International Conference on Computer Vision. 01-10-2019
Zhu X, Li M, Murino V and Gong S (2019). Intra-camera supervised person re-identification: A new benchmark. IEEE International Conference on Computer Vision Workshops. 01-10-2019
Wu G, Zhu X and Gong S (2019). Person Re-Identification by Ranking Ensemble Representations. IEEE International Conference on Image Processing. 01-09-2019
Su H, Gong S and Zhu X (2019). Scalable logo detection by self co-learning. Pattern Recognition, Elsevier vol. 97 28-08-2019
Dong Q, Zhu X and Gong S (2019). Single-Label Multi-Class Image Classification by Deep Logistic Regression. 17-07-2019
Lan X, Zhu X and Gong S (2019). Self-Referenced Deep Learning. Asian Conference on Computer Vision. 02-06-2019
Yu HX, Zheng WS, Wu A, Guo X, Gong S and Lai JH (2019). Unsupervised person re-identification by soft multilabel learning. IEEE Conference on Computer Vision and Pattern Recognition. 01-06-2019
Rajamanoharan G, Kanacı A, Li M and Gong S (2019). Multi-task mutual learning for vehicle re-identification. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 01-06-2019
Li M, Zhu X and Gong S (2019). Unsupervised Tracklet Person Re-Identification. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE), 1-1. 04-03-2019
Kanacı A, Zhu X and Gong S (2019). Vehicle Re-identification in Context. German Conference on Pattern Recognition. 01-01-2019
Cheng Z, Zhu X and Gong S (2019). Low-Resolution Face Recognition. Asian Conference on Computer Vision. 01-01-2019
Chen Y, Zhu X and Gong S (2019). Deep Association Learning for Unsupervised Video Person Re-identification. 01-01-2019
Huang J, Dong Q, Gong S and Zhu X (2019). Unsupervised deep learning by neighbourhood discovery. International Conference on Machine Learning. 01-01-2019
2018
Wang J, Zhu X, Gong S and Li W (2018). Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-identification. IEEE Conference on Computer Vision and Pattern Recognition. 14-12-2018
Chen Y, Zhu X and Gong S (2018). Semi-supervised Deep Learning with Memory. European Conference on Computer Vision. 08-09-2018
Lan X, Zhu X and Gong S (2018). Person Search by Multi-Scale Matching. European Conference on Computer Vision. 08-09-2018
Li M, Zhu X and Gong S (2018). Unsupervised Person Re-identification by Deep Learning Tracklet Association. European Conference on Computer Vision. 08-09-2018
Wang H, Zhu X, Gong S and Xiang T (2018). Person Re-identification in Identity Regression Space. International Journal of Computer Vision 27-07-2018
GONG SS (2018). Harmonious Attention Network for Person Re-Identification. IEEE Conference on Computer Vision and Pattern Recognition. 18-06-2018
Dong Q, Gong S and Zhu X (2018). Imbalanced Deep Learning by Minority Class Incremental Rectification. IEEE Transactions on Pattern Analysis and Machine Intelligence 03-05-2018
Jiao J, Zheng W-S, Wu A, Zhu X and Gong S (2018). Deep Low-Resolution Person Re-Identification. 27-04-2018
Fu Y, Xiang T, Jiang YG, Xue X, Sigal L and Gong S (2018). Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content. IEEE Signal Processing Magazine vol. 35 (1), 112-125. 01-01-2018
Lan X, Zhu X and Gong S (2018). Knowledge distillation by on-the-fly native ensemble. Advances in Neural Information Processing Systems. 01-01-2018
2017
Wang J, Zhu X, Gong S and Li W (2017). Attribute Recognition by Joint Recurrent Learning of Context and Correlation. IEEE International Conference on Computer Vision. 22-12-2017
Dong Q, Gong S and Zhu X (2017). Class Rectification Hard Mining for Imbalanced Deep Learning. IEEE International Conference on Computer Vision. 22-12-2017
Wu A, Zheng WS, Yu HX, Gong S and Lai J (2017). RGB-Infrared Cross-Modality Person Re-identification. IEEE International Conference on Computer Vision. 22-10-2017
Su H, Gong S and Zhu X (2017). WebLogo-2M: Scalable Logo Detection by Deep Learning from the Web. IEEE International Conference on Computer Vision Workshops. 22-10-2017
Chen Y, Zhu X and Gong S (2017). Person re-identification by deep learning multi-scale representations. IEEE International Conference on Computer Vision Workshops. 22-10-2017
Li W, Zhu X and Gong S (2017). Person re-identification by deep joint learning of multi-loss classification. International Joint Conference on Artificial Intelligence. 19-08-2017
Fu Z, XIANG T, Kodirov E and Gong S (2017). Zero-Shot Learning on Semantic Class Prototype Graph. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers 09-08-2017
Zhang L, Xiang T, Gong S and IEEE (2017). Learning a Deep Embedding Model for Zero-Shot Learning. IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION. 22-07-2017
Kodirov E, Xiang T, Gong S and IEEE (2017). Semantic Autoencoder for Zero-Shot Learning. IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION. 22-07-2017
Zhang L, Sung F, Liu F, Xiang T, Gong S, Yang Y and Hospedales TM (2017). Actor-Critic Sequence Training for Image Captioning. CoRR vol. abs/1706.09601 29-06-2017
Xu X, Hospedales TM and 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. 01-06-2017
Wang J, Zhu X and Gong S (2017). Discovering visual concept structure with sparse and incomplete tags. Artificial Intelligence vol. 250, 16-36. 31-05-2017
Dong Q, Gong S and Zhu X (2017). Multi-Task curriculum transfer deep learning of clothing attributes. IEEE Winter Conference on Applications of Computer Vision. 11-05-2017
Su H, Zhu X and Gong S (2017). Deep learning logo detection with data expansion by synthesising context. IEEE Winter Conference on Applications of Computer Vision. 11-05-2017
Ma X, Zhu X, Gong S, Xie X, Hu J, Lam KM and Zhong Y (2017). Person re-identification by unsupervised video matching. Pattern Recognition vol. 65, 197-210. 01-05-2017
Murino V, Gong S, Loy CC and Bazzani L (2017). Image and Video Understanding in Big Data. Computer Vision and Image Understanding, Elsevier vol. 156, 1-3. 14-02-2017
Schumann A, Gong S and Schuchert T (2017). Deep learning prototype domains for person re-identification. IEEE International Conference on Image Processing. 30-01-2017
Xu X, Hospedales T and Gong S (2017). Transductive Zero-Shot Action Recognition by Word-Vector Embedding. International Journal of Computer Vision, 1-25. 10-01-2017
Xu X, Gong S and Hospedales TM (2017). Zero-Shot Crowd Behavior Recognition. Group and Crowd Behavior for Computer Vision 341-369. 01-01-2017
LAN X, Wang H, Gong S and Zhu X (2017). Deep Reinforcement Learning Attention Selection For Person Re-Identification. Procedings of the British Machine Vision Conference 2017. 01-01-2017
(2017). Deep reinforcement learning attention selection for person re-identification. 01-01-2017
Xu X, Gong S and Hospedales TM (2017). Chapter 15 Zero-Shot Crowd Behavior Recognition. Group and Crowd Behavior for Computer Vision 341-369. 01-01-2017
2016
Li Y, Song YZ, Hospedales TM and Gong S (2016). Free-Hand Sketch Synthesis with Deformable Stroke Models. International Journal of Computer Vision, 1-22. 15-10-2016
Li Y, SONG Y, Hospedales T and Gong S (2016). Free-hand sketch synthesis with deformable stroke models. International Journal of Computer Vision, Springer Verlag (Germany) 15-10-2016
Wang H, Zhu X, Xiang T and Gong S (2016). Towards unsupervised open-set person re-identification. IEEE International Conference on Image Processing. 03-08-2016
Alexiou I, Xiang T and Gong S (2016). Exploring synonyms as context in zero-shot action recognition. IEEE International Conference on Image Processing. 03-08-2016
Zhu X, Loy CC and Gong S (2016). Constrained Clustering With Imperfect Oracles. IEEE Transactions on Neural Networks and Learning Systems, Institute of Electrical and Electronics Engineers (IEEE) vol. 27 (6), 1345-1357. 01-06-2016
Zhang L, Xiang T and Gong S (2016). Learning a discriminative null space for person re-identification. IEEE Conference on Computer Vision and Pattern Recognition. 01-06-2016
Peng P, Xiang T, Wang Y, Pontil M, Gong S, Huang T and Tian Y (2016). Unsupervised cross-dataset transfer learning for person re-identification. IEEE Conference on Computer Vision and Pattern Recognition. 01-06-2016
Hu JF, Zheng WS, Lai J, Gong S and Xiang T (2016). Exemplar-Based Recognition of Human-Object Interactions. IEEE Transactions on Circuits and Systems for Video Technology vol. 26 (4), 647-660. 01-04-2016
Wang J, Zhu X and Gong S (2016). Video Semantic Clustering with Sparse and Incomplete Tags. 05-03-2016
Xu X, Hospedales TM and Gong S (2016). Discovery of Shared Semantic Spaces for Multiscene Video Query and Summarization. IEEE Trans. Circuits Syst. Video Techn. vol. 27, 1353-1367. 29-02-2016
Fu Y, Hospedales TM, Xiang T, Xiong J, Gong S, Wang Y and Yao Y (2016). Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 38 (3), 563-577. 03-02-2016
Wang T, Gong S, Zhu X and Wang S (2016). Person Re-Identification by Discriminative Selection in Video Ranking. IEEE Trans Pattern Anal Mach Intell vol. 38 (12), 2501-2514. 27-01-2016
Fu Y, Hospedales TM, Xiang T, Xiong J, Gong S, Wang Y and Yao Y (2016). Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. IEEE Trans. Pattern Anal. Mach. Intell. vol. 38, 563-577. 01-01-2016
Kodirov E, Xiang T, Fu Z and Gong S (2016). Person Re-Identification by Unsupervised ℓ1 Graph Learning. 01-01-2016
Xu X, Hospedales TM and Gong S (2016). Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation. 01-01-2016
Xu X, Hospedales TM and Gong S (2016). Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation. CoRR vol. abs/1611.08663 01-01-2016
Wang H, Gong S and Xiang T (2016). Highly Efficient Regression for Scalable Person Re-Identification. Procedings of the British Machine Vision Conference 2016. 01-01-2016
Kodirov E, Xiang T, Fu Z and Gong S (2016). Learning Robust Graph Regularisation for Subspace Clustering. Procedings of the British Machine Vision Conference 2016. 01-01-2016
2015
Zheng W, Li X, XIANG T, Liao S, Lai J and Gong S (2015). Partial Person Re-identification. International Conference on Computer Vision. 13-12-2015
Li X, Zheng W, XIANG T and Gong S (2015). Multi-scale Person Re-identification. International Conference on Computer Vision. 13-12-2015
Li X, Zheng W-S, Wang X, Xiang T and Gong S (2015). Multi-Scale Learning for Low-Resolution Person Re-Identification. 2015 IEEE International Conference on Computer Vision (ICCV). 01-12-2015
Zhu X, Loy CC and Gong S (2015). Learning from Multiple Sources for Video Summarisation. International Journal of Computer Vision, Springer Nature vol. 117 (3), 247-268. 27-10-2015
Fu Y, Hospedales TM, Xiang T and Gong S (2015). Transductive Multi-View Zero-Shot Learning. 30-09-2015
Alexiou I, XIANG T and Gong S (2015). Learning A Joint Discriminative-Generative Model for Action Recognition. International Conference on Systems, Signals and Image Processing. 11-09-2015
Kodirov E, XIANG T and Gong S (2015). Dictionary Learning with Iterative Laplacian Regularisation for Unsupervised Person Re-Identification. British Machine Vision Conference. 07-09-2015
Li Y, Hospedales TM, Song Y-Z and Gong S (2015). Free-hand sketch recognition by multi-kernel feature learning. Computer Vision and Image Understanding, Elsevier vol. 137, 1-11. 01-08-2015
Zheng W-S, Gong S and Xiang T (2015). Towards Open-World Person Re-Identification by One-Shot Group-Based Verification. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 38 (3), 591-606. 08-07-2015
Fu Z, XIANG T, Kodirov E and Gong S (2015). Zero-Shot Object Recognition by Semantic Manifold Distance. IEEE Conference on Computer Vision and Pattern Recognition. 06-06-2015
Fu Y, Hospedales T, XIANG T and Gong S (2015). Transductive Multi-view Zero-Shot Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers vol. 37 (11), 2332-2345. 03-03-2015
Layne R, Hospedales TM and Gong S (2015). Investigating Open-World Person Re-identification Using a Drone. 01-01-2015
Kodirov E, XIANG T and Gong S (2015). Unsupervised Domain Adaptation for Zero-Shot Learning. International Conference on Computer Vision. 01-01-2015
Fu Y, Yang Y, Hospedales TM, Xiang T and Gong S (2015). Transductive Multi-class and Multi-label Zero-shot Learning. CoRR vol. abs/1503.07884 01-01-2015
Xu X, Hospedales T and Gong S (2015). Semantic Embedding Space for Zero-Shot Action Recognition. 01-01-2015
Fu Y, Hospedales TM, Xiang T and Gong S (2015). Transductive Multi-View Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. vol. 37, 2332-2345. 01-01-2015
Xu X, Hospedales TM and Gong S (2015). Zero-Shot Action Recognition by Word-Vector Embedding. CoRR vol. abs/1511.04458 01-01-2015
Xu X, Hospedales TM and Gong S (2015). Semantic embedding space for zero-shot action recognition. 01-01-2015
Gu L and Kanade T (2015). Face Alignment. Encyclopedia of Biometrics 435-439. 01-01-2015
2014
FU Y, Hospedales T, XIANG T, Gong S and Yao Y (2014). Interestingness Prediction by Robust Learning to Rank. European Conference on Computer Vision. 10-09-2014
Zhu X, Loy CC and Gang S (2014). Constructing Robust Affinity Graphs for Spectral Clustering. 2014 IEEE Conference on Computer Vision and Pattern Recognition. 01-06-2014
Fu Y, Hospedales TM, Xiang T and Gong S (2014). Learning multimodal latent attributes. IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 36 (2), 303-316. 01-02-2014
Liu C, Gong S and Loy CC (2014). On-the-fly feature importance mining for person re-identification. Pattern Recognition vol. 47 (4), 1602-1615. 01-01-2014
Fu Y, Hospedales TM, Xiang T, Fu Z and Gong S (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. 01-01-2014
Fu Y, Hospedales TM, Xiang T, Gong S and Yao Y (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. 01-01-2014
Cancela B, Hospedales T and Gong S (2014). Open-world Person Re-Identification by Multi-Label Assignment Inference. Proceedings of the British Machine Vision Conference 2014. 01-01-2014
Layne R, Hospedales T and Gong S (2014). Re-id: Hunting Attributes in the Wild. Proceedings of the British Machine Vision Conference 2014. 01-01-2014
Wang H, Gong S and Xiang T (2014). Unsupervised Learning of Generative Topic Saliency for Person Re-identification. Proceedings of the British Machine Vision Conference 2014. 01-01-2014
Li Y, Hospedales TM, Song YZ and Gong S (2014). Fine-grained sketch-based image retrieval by matching deformable part models. 01-01-2014
Layne R, Hospedales TM and Gong S (2014). Attributes-Based Re-identification. Person Re-Identification 93-117. 01-01-2014
Gong S, Cristani M, Loy CC and Hospedales TM (2014). The Re-identification Challenge. Person Re-Identification 1-20. 01-01-2014
Li Y, Hospedales T, Song Y-Z and Gong S (2014). Intra-category sketch-based image retrieval by matching deformable part models. Proceedings of the British Machine Vision Conference 2014. 01-01-2014
Fu Y, Yang Y, Hospedales T, Xiang T and Gong S (2014). Transductive Multi-label Zero-shot Learning. Proceedings of the British Machine Vision Conference 2014. 01-01-2014
Liu C, Gong S, Loy CC and Lin X (2014). Evaluating Feature Importance for Re-identification. Person Re-Identification 203-228. 01-01-2014
Raja Y and Gong S (2014). Scalable Multi-camera Tracking in a Metropolis. Person Re-Identification 413-438. 01-01-2014
Zheng W-S, Gong S and Xiang T (2014). Group Association: Assisting Re-identification by Visual Context. Person Re-Identification 183-201. 01-01-2014
Wang H, Gong S and Xiang T (2014). Unsupervised learning of generative topic saliency for person re-identification. 01-01-2014
2013
Zhu X, Loy CC and Gong S (2013). Constrained clustering: Effective constraint propagation with imperfect oracles. 01-12-2013
Chen K, Gong S, Xiang T and Loy CC (2013). Cumulative attribute space for age and crowd density estimation. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2467-2474. 15-11-2013
Zheng W, Gong S and Xiang T (2013). Re-identification by Relative Distance Comparison. IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE vol. 35 (3), 653-668. 01-03-2013
Hospedales TM, Gong S and 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. 01-01-2013
Layne R, Hospedales TM and 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 Stream, 25-32. 01-01-2013
Xu X, Gong S and 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 Stream, 77-85. 01-01-2013
Liu C, Gong S and Loy CC (2013). On-the-fly feature importance mining for person re-identification. Pattern Recognition 01-01-2013
Loy CC, Liu C and Gong S (2013). Person re-identification by manifold ranking. 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, 3567-3571. 01-01-2013
Zhu X, Loy CC and Gong S (2013). Video synopsis by heterogeneous multi-source correlation. 01-01-2013
Loy CC, Gong S and Xiang T (2013). From semi-supervised to transfer counting of crowds. Proceedings of the IEEE International Conference on Computer Vision, 2256-2263. 01-01-2013
Hu JF, Zheng WS, Lai J, Gong S and Xiang T (2013). Recognising human-object interaction via exemplar based modelling. Proceedings of the IEEE International Conference on Computer Vision, 3144-3151. 01-01-2013
Liu C, Loy CC, Gong S and Wang G (2013). POP: Person re-identification post-rank optimisation. Proceedings of the IEEE International Conference on Computer Vision, 441-448. 01-01-2013
Li Y, Song YZ and Gong S (2013). Sketch recognition by ensemble matching of structured features. 01-01-2013
Loy CC, Chen K, Gong S and Xiang T (2013). Crowd Counting and Profiling: Methodology and Evaluation. Modeling, Simulation and Visual Analysis of Crowds 347-382. 01-01-2013
2012
Hospedales TM and 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 01-12-2012
Fu Y, Hospedales TM, Xiang T and Gong S (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. 30-10-2012
Loy CC, Hospedales TM, Xiang T and Gong S (2012). Stream-based joint exploration-exploitation active learning. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1560-1567. 01-10-2012
Zheng WS, Gong S and Xiang T (2012). Transfer re-identification: From person to set-based verification. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2650-2657. 01-10-2012
Loy CC, Xiang T and Gong S (2012). Incremental activity modeling in multiple disjoint cameras. IEEE Trans Pattern Anal Mach Intell vol. 34 (9), 1799-1813. 01-09-2012
Loy CC, Xiang T and Gong S (2012). Salient motion detection in crowded scenes. 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012 27-07-2012
Hospedales TM, Gong S and Xiang T (2012). Video Behaviour Mining Using a Dynamic Topic Model. International Journal of Computer Vision, Springer LInk vol. 98 (3), 303-323. 01-07-2012
Zheng WS, Gong S and Xiang T (2012). Re-identification by Relative Distance Comparison. IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Explore vol. 35 (3), 653-668. 20-06-2012
Zheng W-S, Gong S and Xiang T (2012). Quantifying and transferring contextual information in object detection. IEEE Trans Pattern Anal Mach Intell vol. 34 (4), 762-777. 01-04-2012
Li J, Gong S and Xiang T (2012). Learning Behavioural Context. INTERNATIONAL JOURNAL OF COMPUTER VISION vol. 97 (3), 276-304. 01-01-2012
HOSPEDALES T, Gong S and Xiang T (2012). A Unifying Theory of Active Discovery and Learning., Editors: Fitzgibbon A, Lazebnik S, Perona P, Sato Y and Schmid C. European Conference on Computer Vision Firenze, Italy. 01-01-2012
Liu C, Gong S, Loy CC and Lin X (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. 01-01-2012
Layne R, Hospedales TM and 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. 01-01-2012
Chen K, Loy CC, Gong S and Xiang T (2012). Feature mining for localised crowd counting. BMVC 2012 - Electronic Proceedings of the British Machine Vision Conference 2012 01-01-2012
Layne R, Hospedales T and Gong S (2012). Person re-identification by attributes. BMVC 2012 - Electronic Proceedings of the British Machine Vision Conference 2012 01-01-2012
Zhu X, Gong S and Loy CC (2012). Comparing visual feature coding for learning disjoint camera dependencies. 01-01-2012
2011
Hospedales TM, Gong S and Xiang T (2011). Learning tags from unsegmented videos of multiple human actions. Proceedings - IEEE International Conference on Data Mining, ICDM, 251-259. 01-12-2011
Chen K, Gong S and Xiang T (2011). Human pose estimation using structural support vector machines. Proceedings of the IEEE International Conference on Computer Vision, 846-851. 01-12-2011
Bregonzio M, XIANG T and Gong S (2011). Fusing appearance and distribution information of interest points for action recognition. Pattern Recognition, Science Direct 01-09-2011
Li J, Gong S and Xiang T (2011). Learning Behavioural Context. International Journal of Computer Vision 27-08-2011
Zheng W, Gong S and XIANG T (2011). Person Re-identification by Probabilistic Relative Distance Comparison. IEEE Conference on Computer Vision and Pattern Recognition. 01-06-2011
Hospedales TM, Li J, Gong S and Xiang T (2011). Identifying Rare and Subtle Behaviours: A Weakly Supervised Joint Topic Model. IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Explore vol. 33 (12), 2451-2464. 19-04-2011
Hospedales T, Gong S and XIANG T (2011). Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning. Pacific-Asia Conference on Knowledge Discovery and Data Mining 24 May 2011 1 Jan 1970 - 27 May 2011. 01-04-2011
Zhang J and Gong S (2011). Fusion of motion and appearance for robust people detection in cluttered scenes. Studies in Computational Intelligence vol. 332, 111-124. 04-03-2011
Li J, Hospedales TM, Gong SG and Xiang T (2011). Learning Rare Behaviours., Editors: Kimmel R, Klette R and Sugimoto A. 01-01-2011
Zheng WS, Gong SG and Xiang T (2011). Unsupervised Selective Transfer Learning for Object Recognition., Editors: Kimmel R, Klette R and Sugimoto A. 01-01-2011
Zheng W-S, Gong S and Xiang T (2011). Person Re-identification by Probabilistic Relative Distance Comparison. 01-01-2011
Hospedales TM, Gong S and 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. 01-01-2011
Hospedales T, Gong S and Xiang T (2011). Video Behaviour Mining Using a Dynamic Topic Model. International Journal of Computer Vision, 1-21. 01-01-2011
Chen K, Gong S and Xiang T (2011). Human Pose Estimation Using Structural Support Vector Machines. 01-01-2011
Raja Y, Gong S and Xiang T (2011). User-assisted visual search and tracking across distributed multi-camera networks. 01-01-2011
Gong S, Loy CC and Xiang T (2011). Security and Surveillance. Visual Analysis of Humans 455-472. 01-01-2011
Loy C, Xiang T and Gong S (2011). Detecting and Discriminating Behavioural Anomalies. Pattern Recognition, Science Direct vol. 44 (1), 117-132. 01-01-2011
2010
Zheng W, Gong S and Xiang T (2010). Unsupervised Selective Transfer Learning for Object Recognition. 01-11-2010
Loy CC, Xiang T and Gong SG (2010). Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding. International Journal of Computer Vision vol. 90 (1), 106-129. 01-10-2010
Bashir K, Xiang T and Gong S (2010). Gait Recognition without Subject Cooperation. Pattern Recognition Letters vol. 31 (13), 2052-2060. 01-10-2010
Bashir K, Xiang T and Gong S (2010). Cross-View Gait Recognition Using Correlation Strength. 01-09-2010
Prosser B, Zheng W, Gong S and Xiang T (2010). Person Re-Identification by Support Vector Ranking. 01-09-2010
Bregonzio M, Li J, Gong S and Xiang T (2010). Discriminative Topics Modelling for Action Feature Selection and Recognition. 01-09-2010
Zhang JG and Gong SG (2010). Action categorization by structural probabilistic latent semantic analysis. COMPUT VIS IMAGE UND vol. 114 (8), 857-864. 01-08-2010
Zhang JG and Gong SG (2010). Action categorization with modified hidden conditional random field. PATTERN RECOGN vol. 43 (1), 197-203. 01-01-2010
2009
Bregonzio M, Gong S and Xiang T (2009). Action Recognition with Cascaded Feature Selection and Classification. 01-12-2009
Loy CC, Xiang T and Gong S (2009). Surveillance video behaviour profiling and anomaly detection. Proceedings of SPIE - The International Society for Optical Engineering vol. 7486 04-11-2009
Zheng W, Gong S and Xiang T (2009). Quantifying Contextual Information for Object Detection. 01-10-2009
Hospedales T, Gong S and Xiang T (2009). A Markov Clustering Topic Model for Mining Behaviour in Video. 01-10-2009
Loy C, Xiang T and Gong S (2009). Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model. 01-10-2009
Li J, Gong S and Xiang T (2009). Discovering Multi-Camera Behaviour Correlations for On-the-Fly Global Activity Prediction and Anomaly Detection. 01-10-2009
Pachoud S, Gong S and Cavallaro A (2009). Space-Time Audio-Visual Speech Recognition with Multiple Multi-Class Probabilistic Support Vector Machines. 01-09-2009
Loy C, Xiang T and Gong S (2009). Multi-Object Activity Modelling Using Gaussian Processes. 01-09-2009
Zelniker E, Hospedales T, Gong S and Xiang T (2009). A Unified Approach for Adaptive Multiple Feature Tracking for Surveillance Applications. 01-09-2009
Bregonzio M, Gong S and Xiang T (2009). Recognising Action as Clouds of Space-Time Interest Points. 01-06-2009
Bregonzio M, Gong S and Xiang T (2009). Recognising action as clouds of space-time interest points. 2009 IEEE Conference on Computer Vision and Pattern Recognition. 01-06-2009
Shan CF, Gong SG and McOwan PW (2009). Facial expression recognition based on Local Binary Patterns: A comprehensive study. IMAGE VISION COMPUT vol. 27 (6), 803-816. 04-05-2009
Zhang JG and Gong SG (2009). People detection in low-resolution video with non-stationary background. IMAGE VISION COMPUT vol. 27 (4), 437-443. 03-03-2009
Wang Y, Mei T, Gong SG and Hua XS (2009). Combining global, regional and contextual features for automatic image annotation. PATTERN RECOGN vol. 42 (2), 259-266. 01-02-2009
Zelniker EE, Hospedales TM, Gong S and Xiang T (2009). A unified Bayesian framework for adaptive visual tracking. British Machine Vision Conference, BMVC 2009 - Proceedings 01-01-2009
Pachoud S, Gong S and Cavallaro A (2009). Space-time audio-visual speech recognition with multiple multi-class probabilistic Support Vector Machines. 01-01-2009
(2009). Face Acquisition. Encyclopedia of Biometrics 291-291. 01-01-2009
Loy C, Xiang T and Gong S (2009). Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model. 01-01-2009
Hospedales T, Gong S and Xiang T (2009). A Markov Clustering Topic Model for Mining Behaviour in Video. 01-01-2009
Zheng W, Gong S and Xiang T (2009). Quantifying Contextual Information for Object Detection. 01-01-2009
Loy C, Xiang T and Gong S (2009). Modelling Multi-object Activity by Gaussian
Processes. British Machine Vision Conference (BMVC) 1 Jan 1970 - 8 Sep 2009. 01-01-2009
Bashir K, Xiang T and Gong S (2009). Gait Representation Using Flow Fields. British Machine Vision Conference (BMVC). 01-01-2009
Zheng W, Gong S and Xiang T (2009). Associating Groups of People. British Machine Vision Conference (BMVC). 01-01-2009
Orozco J, Xiang T and Gong S (2009). Head Pose Classification in Crowded Scenes. British Machine Vision Conference (BMVC). 01-01-2009
Li J, Gong S and Xiang T (2009). Discovering Multi-Camera Behaviour Correlations for On-the-Fly Global Activity Prediction and Anomaly Detection. 01-01-2009
Bregonzio M, Gong S and Xiang T (2009). Action Recognition with Cascaded Feature Selection and Classification. 01-01-2009
Jia K and Gong S (2009). Face Sample Quality. Encyclopedia of Biometric Recognition , Editors: Li S. 373-376. 01-01-2009
2008
Xiang T and Gong SG (2008). Optimising dynamic graphical models for video content analysis. COMPUT VIS IMAGE UND vol. 112 (3), 310-323. 01-12-2008
Prosser B, Gong S and Xiang T (2008). Multi-camera Matching under Illumination Change Over Time. 01-10-2008
Loy C, Xiang T and Gong S (2008). From Local Temporal Correlation to Global Anomaly Detection. 01-10-2008
Zelniker E, Gong S and Xiang T (2008). Global Abnormal Behaviour Detection Using a Network of CCTV Cameras. 01-10-2008
Mei T, Wang Y, Hua XS, Gong S and Li S (2008). Coherent image annotation by learning semantic distance. 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 23-09-2008
Li J, Gong S and Xiang T (2008). Global Behaviour Inference using Probabilistic Latent Semantic Analysis. 01-09-2008
Prosser B, Gong S and Xiang T (2008). Multi-camera Matching Using Bi-Directional Cumulative Brightness Transfer Functions. 01-09-2008
Pachoud S, Gong S and Cavallaro A (2008). Video Augmentation for Improving Audio Speech Recognition under Noise. 01-09-2008
Bashir K, Xiang T and Gong S (2008). Feature Selection for Gait Recognition without Subject Cooperation. 01-09-2008
Mang T and Gong SG (2008). Activity based surveillance video content modelling. PATTERN RECOGN vol. 41 (7), 2309-2326. 01-07-2008
Xiang T and Gong SG (2008). Incremental and adaptive abnormal behaviour detection. COMPUT VIS IMAGE UND vol. 111 (1), 59-73. 01-07-2008
Shan CF, Gong SG and McOwan PW (2008). Fusing gait and face cues for human gender recognition. NEUROCOMPUTING vol. 71 (10-12), 1931-1938. 01-06-2008
Jia K and Gong SG (2008). Generalized face super-resolution. IEEE Transactions on Image Processing vol. 17 (6), 873-886. 01-06-2008
Mei T, Wang Y, Hua X and Gong S (2008). Coherent Image Annotation by Semantic Distance Learning. 01-06-2008
Xiang T and Gong S (2008). Video behavior profiling for anomaly detection. IEEE Trans Pattern Anal Mach Intell vol. 30 (5), 893-908. 01-05-2008
Bashir K, Xiang T and Gong S (2008). Feature Selection on Gait Energy Image for Human Identification. 01-04-2008
Xiang T and Gong S (2008). Spectral clustering with eigenvector selection. PATTERN RECOGN vol. 41 (3), 1012-1029. 01-03-2008
Pachoud S, Gong S and Cavallaro A (2008). Macro-cuboid based probabilistic matching for lip-reading digits. 01-01-2008
Bashir K, Xiang T and Gong SG (2008). Feature selection on gait energy image for human identification. 01-01-2008
Pachoud S, Gong S and Cavallaro A (2008). Video Augmentation for Improving Audio Speech Recognition under Noise. Procedings of the British Machine Vision Conference 2008. 01-01-2008
Li J, Gong SG and Xiang T (2008). Scene Segmentation for Behaviour Correlation., Editors: Forsyth D, Torr P and Zisserman A. 01-01-2008
Russell D and Gong SG (2008). Multi-layered Decomposition of Recurrent Scenes., Editors: Forsyth D, Torr P and Zisserman A. 01-01-2008
Prosser B and Gong S (2008). Multi-camera Matching Using Bi-Directional Cumulative Brightness Transfer Functions. British Machine Vision Conference (BMVC). 01-01-2008
Bashir K, Xiang T and Gong S (2008). Feature Selection for Gait Recognition without Subject Cooperation. British Machine Vision Conference (BMVC) Leeds, UK. 01-01-2008
Li J, Gong S and Xiang T (2008). Global Behaviour Inference Using Probabilistic Latent Semantic Analysis. British Machine Vision Conference (BMVC). 01-01-2008
2007
Shan C, Gong S and McOwan P (2007). Capturing Correlations among Facial Parts for Facial Expression Analysis. 01-09-2007
Wang Y and Gong S (2007). Conditional Random Field for Natural Scene Image Classification. 01-09-2007
Shan C, Gong S and McOwan P (2007). Beyond Facial Expressions: Learning Human Emotion from Body Gestures. 01-09-2007
Wang Y and Gong S (2007). Refining Image Annotation Using Contextual Relations Between Words. 01-07-2007
Wang Y and Gong S (2007). Conditional random field for natural scene categorization. BMVC 2007 - Proceedings of the British Machine Vision Conference 2007 01-01-2007
Leung AP and Gong SG (2007). Optimizing distribution-based matching by random subsampling. 01-01-2007
(2007). Analysis and Modeling of Faces and Gestures., Editors: Zhou S, Zhao W, Tang X and Gong S. 01-01-2007
2006
Jia K and Gong S (2006). Hallucinating multiple occluded face images of different resolutions. Pattern Recognition Letters vol. 27 (15), 1768-1775. 01-11-2006
Shan C, Gong S and McOwan P (2006). Dynamic facial expression recognition using a Bayesian temporal manifold model. 01-09-2006
Hung H and Gong S (2006). Classification of human interaction from a distance using salient body behaviour modelling. 01-09-2006
Gong S and XIANG T (2006). Model Selection for Unsupervised Learning of Visual Context. International Journal of Computer Vision vol. 69 (2), 181-201. 01-08-2006
Xiang T and Gong SG (2006). Model selection for unsupervised learning of visual context. INT J COMPUT VISION vol. 69 (2), 181-201. 01-08-2006
Wang Y and Gong S (2006). Tensor discriminant analysis for view-based object recognition. 01-08-2006
Jia K and Gong S (2006). Multi-resolution patch tensor for facial expression hallucination. 01-06-2006
Shan C, Gong S and McOwan P (2006). A Comprehensive empirical study on linear subspace methods for facial expression analysis. 01-06-2006
Zhang J and Gong S (2006). Beyond static detectors: A Bayesian approach to fusing long-term motion with appearance for robust people detection in highly cluttered scenes. 01-05-2006
Xiang T and Gong SG (2006). Beyond tracking: Modelling activity and understanding behaviour. INT J COMPUT VISION vol. 67 (1), 21-51. 01-04-2006
Shan C, Gong S and McOwan PW (2006). Dynamic facial expression recognition using a Bayesian temporal manifold model. BMVC 2006 - Proceedings of the British Machine Vision Conference 2006, 297-306. 01-01-2006
Leung AP and Gong S (2006). Mean-shift tracking with random sampling. BMVC 2006 - Proceedings of the British Machine Vision Conference 2006, 729-738. 01-01-2006
Jia K, Gong S and Leung AP (2006). Coupling face registration and super-resolution. BMVC 2006 - Proceedings of the British Machine Vision Conference 2006, 449-458. 01-01-2006
Russell D and Gong S (2006). Minimum cuts of a time-varying background. BMVC 2006 - Proceedings of the British Machine Vision Conference 2006, 809-818. 01-01-2006
Raja Y and Gong S (2006). Sparse multiscale local binary patterns. BMVC 2006 - Proceedings of the British Machine Vision Conference 2006, 799-808. 01-01-2006
Wang Y and Gong SG (2006). Tensor discriminant analysis for view-based object recognition., Editors: Tang YY, Wang SP, Lorette G, Yeung DS and Yan H. 01-01-2006
Hung H and Gong SG (2006). Detection of human interaction from a distance using salient body behaviour modelling - art. no. 640203., Editors: Lewis C and Owen GP. 01-01-2006
Raja Y and Gong S (2006). Sparse Multiscale Local Binary Patterns. Procedings of the British Machine Vision Conference 2006. 01-01-2006
Xiang T and Gong S (2006). Optimal dynamic graphs for video content analysis. British Machine Vision Conference (BMVC). 01-01-2006
2005
Del Bue A, Llado X and Agapito L (2005). Non-rigid face modelling using shape priors., Editors: Zhao W, Gong S and Tang X. 01-01-2005
Jia K and Gong S (2005). Face super-resolution using multiple occluded images of different resolutions. 01-01-2005
Leung AP and Gong SG (2005). Online feature selection using mutual information for real-time multi-view object tracking., Editors: Zhao W, Gong S and Tang X. 01-01-2005
GONG SS and Xiang T (2005). Online video behaviour abnormality detection using reliability measure. British Machine Vision Conference. 01-01-2005
GONG SS and Jia K (2005). CCTV face hallucination under occlusion with motion blur. IEE International Symposium on Imaging for Crime Detection and Prevention. 01-01-2005
GONG SS and Xiang T (2005). Unsupervised learning of visual context using mixture models. IEE International Conference on Visual Information Engineering. 01-01-2005
Xiang T and Gong SG (2005). Video behaviour profiling and abnormality detection without manual labelling. 01-01-2005
GONG SS and Zalewski L (2005). A statistical virtual head animator. IEE International Conference on Visual Information Engineering. 01-01-2005
Gong S, MCOWAN PW and Shan C (2005). Conditional Mutual Information Based Boosting for Facial Expression Recognition. British Machine Vision Conference (BMVC'05), Oxford, UK. 01-01-2005
GONG SS and Leung A (2005). An optimization framework for real-time appearance-based tracking under weak perspective. British Machine Vision Conference. 01-01-2005
GONG SS and Leung AP (2005). Multi-view temporal tracking under weak perspective in real-time. IEE International Conference on Visual Information Engineering. 01-01-2005
Shan CF, Gong SG and McOwan PW (2005). Robust facial expression recognition using local binary patterns. 01-01-2005
Hung H and Gong S (2005). Detecting and quantifying unusual interactions by correlating salient motion. 01-01-2005
Zalewski L and Gong S (2005). Statistical models of facial expressions for realistic 3D avatar animation., Editors: Schmid C, Soatto S and Tomasi C. 01-01-2005
Jia K and Gong SG (2005). Multi-modal tensor face for simultaneous super-resolution and recognition. 01-01-2005
Shan CF, Gong SG and McOwan PW (2005). Appearance manifold of facial expression., Editors: Sebe N, Lew MS and Huang TS. 01-01-2005
Xiang T and Gong SG (2005). Relevance learning for spectral clustering with applications on image segmentation and video behaviour profiling. 01-01-2005
GONG SS and Graves A (2005). Surveillance video indexing with iconic patterns of activity. IEE International Conference on Visual Information Engineering. 01-01-2005
Xiang T and Gong S (2005). Unsupervised Learning of Visual Context Using Completed Likelihood AIC. IEE International Conference on Visual Information Engineering (VIE). 01-01-2005
2004
Gong S (2004). Finding a needle in haystacks: Towards behaviour recognition based video surveillance. 01-10-2004
Graves A and Gong S (2004). Wavelet-based holistic sequence descriptor for generating video summaries. 01-09-2004
Xiang T and Gong S (2004). Activity-based scene representation and segmentation of CCTV surveillance videos. 01-09-2004
Li YM, Gong SG, Sherrah J and Liddell H (2004). Support vector machine based multi-view face detection and recognition. IMAGE VISION COMPUT vol. 22 (5), 413-427. 01-05-2004
GONG SS and Zalewski L (2004). A probabilistic hierarchical framework for expression classification. Artificial Intelligence and the Simulation of Behaviour Symposium on Language, Speech and Gesture for Expressive Characters. 01-01-2004
Gong SG (2004). Towards behaviour recognition based video surveillance., Editors: Donaldson TP and Lewis C. 01-01-2004
Zalewski L and Gong SG (2004). Synthesis and recognition of facial expressions in virtual 3D views. 01-01-2004
2003
Li YM, Gong SG and Liddell H (2003). Recognising trajectories of facial identities using kernel discriminant analysis. 01-12-2003
Ng J and Gong S (2003). Learning pixel-wise signal energy for understanding semantics. Image and Vision Computing vol. 21 (13-14), 1171-1182. 01-12-2003
Li Y, Gong S and Liddell H (2003). Recognising trajectories of facial identities using Kernel Discriminant Analysis. Image and Vision Computing vol. 21 (13-14), 1077-1086. 01-12-2003
Xiang T and Gong S (2003). On the structure of dynamic Bayesian networks for complex scene modelling. 01-10-2003
Xiang T, Gong S and Parkinson D (2003). Outdoor activity recognition using multi-linked temporal processes. 01-09-2003
Li YM, Gong SG and Liddell H (2003). Constructing facial identity surfaces for recognition. INT J COMPUT VISION vol. 53 (1), 71-92. 01-06-2003
Gong S and Xiang T (2003). Scene event recognition without tracking. Acta Automatica Sinica vol. 29 (3), 321-331. 01-05-2003
Xiang T and Gong SG (2003). Discovering Bayesian causality among visual events in a complex outdoor scene., Editors: Kawada S. 01-01-2003
Gong SG and Xiang T (2003). Recognition of group activities using dynamic Probabilistic networks. 01-01-2003
(2003). IEEE International Workshop on Analysis and Modelling of Faces and Gestures., Editors: Gong S, Zhang H, Li S, Senior A, Vetter T and Zhao W. 01-01-2003
2002
Gong SG and Buxton H (2002). Understanding visual behaviour. IMAGE VISION COMPUT vol. 20 (12), 825-826. 01-10-2002
Gong SG, Ng J and Sherrah J (2002). On the semantics of visual behaviour, structured events and trajectories of human action. IMAGE VISION COMPUT vol. 20 (12), 873-888. 01-10-2002
Xiang T, Gong S and Parkinson D (2002). Autonomous visual events detection and classification without explicit object-centred segmentation and tracking. 01-09-2002
Ng J and Gong S (2002). Learning intrinsic video content using Levenshtein distance in graph partitioning. 01-05-2002
Ong EJ and Gong SG (2002). The dynamics of linear combinations: tracking 3D skeletons of human subjects. 15-04-2002
Ng J and Gong SG (2002). Composite support vector machines for detection of faces across views and pose estimation. 15-04-2002
Psarrou A, Gong SG and Walter M (2002). Recognition of human gestures and behaviour based on motion trajectories. 15-04-2002
GONG SS, Romdhani S and Psarrou A (2002). Corresponding dynamic appearances. Image and Vision Computing vol. 20 (4), 307-318. 01-01-2002
Ng J and Gong SG (2002). Learning intrinsic video content using Levenshtein distance in graph partitioning., Editors: Heyden A, Sparr G, Nielsen M and Johansen P. 01-01-2002
Ng J and Gong SG (2002). On the binding mechanism of synchronised visual events., Editors: Bilof R. 01-01-2002
Psarrou A, Gong S and Walter M (2002). Recognition of human gestures and behaviour. Image and Vision Computing vol. 20 (5-6), 349-358. 01-01-2002
Ng J and 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. 01-01-2002
Ong E and Gong S (2002). The dynamics of linear combinations. Image and Vision Computing vol. 20 (5-6), 397-414. 01-01-2002
Chang T-H and 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 and Regazzoni . 01-01-2002
Sherrah J and 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 and Regazzoni . 01-01-2002
2001
Sherrah J, Gong S and Ong EJ (2001). Face distributions in similarity space under varying head pose. IMAGE VISION COMPUT vol. 19 (12), 807-819. 01-10-2001
Li Y, Gong S and Liddell H (2001). Recognising trajectories of facial identities using Kernel Discriminate Analysis. 01-09-2001
Walter M, Psarrou A and Gong S (2001). Data driven model acquisition using Minimum Description Length. 01-09-2001
Sherrah J and Gong SG (2001). Fusion of perceptual cues for robust tracking of head pose and position. PATTERN RECOGN vol. 34 (8), 1565-1572. 01-08-2001
Walter M, Psarrou A and Gong S (2001). Auto-clustering for unsupervised learning of atomic gesture components using Minimum Description Length. 01-07-2001
Li Y, Gong S and Liddell H (2001). Video-based online face recognition using identity surfaces. 01-07-2001
Li Y, Gong S and Liddell H (2001). Constructing structures of facial identities on the view sphere using Kernel Discriminant Analysis. 01-07-2001
Sherrah J and Gong SG (2001). Continuous global evidence-based Bayesian modality fusion for simultaneous tracking of multiple objects. 01-01-2001
Li YM, Gong SG and Liddell H (2001). Constructing facial identity surfaces in a nonlinear discriminating space., Editors: Jacobs A and Baldwin T. 01-01-2001
Li YM, Gong SG and Liddell H (2001). Modelling faces dynamically across views and over time. 01-01-2001
Li YM, Gong SG and Liddell H (2001). Video-based online face recognition using identity surfaces. 01-01-2001
2000
Sherrah J, Gong S, Howell J and Buxton H (2000). Interpretation of group behaviour in visually mediated interaction. 01-09-2000
Romdhani S, Gong S and Psarrou A (2000). A generic face appearance model of shape and texture under very large pose variations from profile to profile views. 01-09-2000
Sherrah J and Gong S (2000). Resolving visual uncertainty and occlusion through probabilistic reasoning. 01-09-2000
Chang T-H, Gong S and Ong E-J (2000). Tracking multiple people under occlusion using multiple cameras. 01-09-2000
Romdhani S, Psarrou A and Gong S (2000). On utilising template and feature-based correspondence in multi-view appearance models. 01-06-2000
Gong S, McKenna SJ and Psarrou A (2000). Dynamic Vision, From Images to Face Recognition. 01-05-2000
Li Y, Gong S and Liddell H (2000). Support vector regression and classification based multi-view face detection and recognition. 01-03-2000
Romdhani S, Psarrou A and Gong SG (2000). On utilising template and feature-based correspondence in muli-view appearance models., Editors: Vernon D. 01-01-2000
Li YM, Gong SG, Sherrah J and Liddell H (2000). Multi-view face detection using support vector machines and eigenspace modelling., Editors: Howlett RJ and Jain LC. 01-01-2000
Sherrah J and Gong SG (2000). VIGOUR: A system for tracking and recognition of multiple people and their activities., Editors: Sanfeliu A, Villanueva JJ, Vanrell M, Alquezar R, Eklundh JO and Aloimonos Y. 01-01-2000
Walter M, Psarrou A and Gong S (2000). An incremental approach towards automatic model acquisition for human gesture recognition. Proceedings Workshop on Human Motion. 01-01-2000
Romdhani S, Gong S and Psarrou A (2000). A generic face appearance model of shape and texture under very large pose variations from profile to profile views. 2010 20th International Conference on Pattern Recognition, Institute of Electrical and Electronics Engineers (IEEE) vol. 1 01-01-2000
Sherrah J, Gong SG, Howell AJ and Buxton H (2000). Interpretation of group behaviour in visually mediated interaction., Editors: Sanfeliu A, Villanueva JJ, Vanrell M, Alquezar R, Eklundh JO and Aloimonos Y. 01-01-2000
Munemori J, Yoshino T and Yunokuchi K (2000). Development of an idea collecting system and the application to GUNGEN. KES'2000. Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies. Proceedings (Cat. No.00TH8516). 01-01-2000
1999
Romdhani S, Gong S and Psarrou A (1999). Multi-view nonlinear active shape model using kernel PCA. 01-09-1999
Gong S, Walter M and Psarrou A (1999). Recognition of temporal structures: Learning prior and propagating observation augmented densities via hidden Markov states. 01-09-1999
Ong E-J and Gong S (1999). A dynamic virtual human model using hybrid 2D and 3D representations. 01-09-1999
Romdhani S, Gong S and Psarrou A (1999). Multi-view nonlinear active shape model using Kernel PCA. 01-09-1999
Ng J and Gong S (1999). Multi-view based support vector machines for real-time face detection and pose estimation. 01-09-1999
McKenna SJ, Raja Y and Gong S (1999). Tracking colour objects using adaptive mixture models. Image and Vision Computing, Elsevier vol. 17 (3-4), 225-231. 01-03-1999
Sherrah J and Gong S (1999). Fusion of 2D face alignment and 3D head pose estimation for robust and real-time performance. Proceedings International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems. In Conjunction with ICCV'99 (Cat. No.PR00378). 01-01-1999
Ng J and Gong S (1999). Multi-view face detection and pose estimation using a composite support vector machine across the view sphere. Proceedings International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems. In Conjunction with ICCV'99 (Cat. No.PR00378). 01-01-1999
Ong E-J and Gong S (1999). Tracking hybrid 2D-3D human models from multiple views. Proceedings IEEE International Workshop on Modelling People. MPeople'99. 01-01-1999
Walter M, Gong S and Psarrou A (1999). Stochastic temporal models of human activities. Proceedings IEEE International Workshop on Modelling People. MPeople'99. 01-01-1999
Romdhani S, Psarrou A and Gong S (1999). Learning a single active face shape model across views. Proceedings International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems. In Conjunction with ICCV'99 (Cat. No.PR00378). 01-01-1999
McKenna S, Raja Y and Gong S (1999). Tracking colour objects using adaptive mixture models. Image and Vision Computing vol. 17 (3-4), 225-231. 01-01-1999
1998
MCKENNA SJ, GONG S and RAJA Y (1998). MODELLING FACIAL COLOUR AND IDENTITY WITH GAUSSIAN MIXTURES. Pattern Recognition, Elsevier vol. 31 (12), 1883-1892. 01-12-1998
Gong S, Ong E-J and McKenna S (1998). Learning to associate faces across views in vector space of similarities to prototypes. 01-09-1998
McKenna S and Gong S (1998). Gesture recognition for visually mediated interaction using probabilistic event trajectories. 01-09-1998
Raja Y, McKenna S and Gong S (1998). Tracking and segmenting people in varying lighting conditions using colour. 01-04-1998
Raja Y, McKenna SJ and Gong S (1998). Colour model selection and adaptation in dynamic scenes. 01-01-1998
De La Torre F, Gong S and McKenna S (1998). View alignment with dynamically updated affine tracking. Proceedings Third IEEE International Conference on Automatic Face and Gesture Recognition. 01-01-1998
Raja Y, McKenna SJ and Gong S (1998). Tracking and segmenting people in varying lighting conditions using colour. Proceedings Third IEEE International Conference on Automatic Face and Gesture Recognition. 01-01-1998
Raja Y, McKenna S and Gong S (1998). Using Colour for Robust Tracking and Segmentation. Noblesse Workshop on Non-Linear Model Based Image Analysis 199-204. 01-01-1998
McKenna S, Gong S and Raja Y (1998). Modelling facial colour and identity with Gaussian mixtures. Pattern Recognition vol. 31 (12), 1883-1892. 01-01-1998
McKenna S and Gong S (1998). Real-time face pose estimation. Real Time Imaging vol. 4, 333-347. 01-01-1998
McKenna S and Gong S (1998). Recognising moving faces. Face Recognition: From Theory to Applications , Editors: Wechsler , Philips , Bruce , Fogelman-Soulie and Huang . 01-01-1998
1997
McKenna S and Gong S (1997). Non-intrusive person authentication for access control by visual tracking and face recognition. 01-03-1997
McKenna SJ, Gong S, Würtz RP, Tanner J and Banin D (1997). Tracking facial feature points with Gabor wavelets and shape models. 01-01-1997
McKenna SJ, Raja Y and Gong S (1997). Object tracking using adaptive colour mixture models. 01-01-1997
Raja Y, McKenna SJ and Gong S (1997). Segmentation and tracking using colour mixture models. 01-01-1997
Gong S, Ong E-J and Loft PJ (1997). Appearance-based face recognition under large head rotations in depth. 01-01-1997
McKenna S, Gong S, Wurtz R, Tanner J and Banin D (1997). Tracking facial motion using Gabor wavelets and flexible shape models. 01-01-1997
1996
LÖRINCZ AT and REID R (1996). PREFACE. Obstetrics and Gynecology Clinics of North America, Elsevier vol. 23 (4), xi-xii. 01-12-1996
1995
Psarrou A, Gong S and Buxton H (1995). Modelling spatio-temporal trajectories and face signatures using partially recurrent neural networks. 01-11-1995
Gong S, Psarrou A, Katsoulis I and Palavouzis P (1995). Tracking and Recognition of Face Sequences. Image Processing for Broadcast and Video Production 96-111. 01-01-1995
Buxton H and Gong S (1995). Visual surveillance in a dynamic and uncertain world. Artificial Intelligence vol. 78 (1-2), 431-459. 01-01-1995
1994
Gong S, Psarrou A, Katsoulis I and Palavouzis P (1994). Tracking and recognition of face image sequences. 01-11-1994
1993
Gong S and Buxton H (1993). From Contextual Knowledge to Computational Constraints. Procedings of the British Machine Vision Conference 1993. 01-01-1993
1992
Gong S (1992). Visual behavior: modeling 'hidden' purposes in motion. Neural and Stochastic Methods in Image and Signal Processing. 16-12-1992
Gong S and Buxton H (1992). On the visual expectation of moving objects: A probabilistic approach with augmented hidden Markov models. 01-08-1992
1990
1989
1988
Grants
Grants of specific relevance to the Centre for Multimodal AIDeep Learning for large scale video semantic searchShaogang Gong
£153,287 Alan Turing Institute, The (01-10-2018 - 30-03-2021)
Newton Advanced Fellowship: Person Re-IdentificationShaogang Gong
£111,000 Royal Society (01-03-2016 - 28-02-2019)