Professor Shaogang Gong, DPhil FIEE FBCS

Professor of Visual Computation
Email: s.gong@qmul.ac.ukTelephone: +44 20 7882 5249Room Number: Peter Landin, CS 325Website: http://www.eecs.qmul.ac.uk/~sgg
Teaching
Deep Learning and Computer Vision (Postgraduate)
Fuelled by the advances in sensing, computing and Machine Learning, Computer Vision applications start finding their way in our everyday lives. Face detection/recognition in Facebook, augmented reality with Google glasses, gaming with Microsoft kinect, to name just a few. This module, covers emerging topics/applications in the field of Computer Vision, and the underlying Machine Learning methodologies.
Research
Research Interests:
Publications
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Huang J, Jin H, Gong S et al. (2022). Video Activity Localisation with Uncertainties in Temporal Boundary. nameOfConference
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Yin Q, Wang G, Ding G et al. (2022). Rapid Person Re-Identification via Sub-space Consistency Regularization. nameOfConference
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Lan X, Zhu X, Gong S (2022). Unsupervised cross-domain person re-identification by instance and distribution alignment. nameOfConference
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Hu J, Zhong H, Yang F et al. (2022). Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling. nameOfConference
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Li P, Gong S, Wang C et al. (2022). Ranking Distance Calibration for Cross-Domain Few-Shot Learning. nameOfConference
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Zheng WS, Hong J, Jiao J et al. (2021). Joint Bilateral-Resolution Identity Modeling for Cross-Resolution Person Re-Identification. nameOfConference
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Wu G, Gong S, Queen PL (2021). Striking a Balance between Stability and Plasticity for Class-Incremental Learning. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
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Wu G, Zhu X, Gong S (2021). Learning hybrid ranking representation for person re-identification. nameOfConference
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Yin Q, Wang G, Ding G et al. (2021). Multi-View Label Prediction for Unsupervised Learning Person Re-Identification. nameOfConference
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Zhu X, Zhu X, Li M et al. (2021). Intra-Camera Supervised Person Re-Identification. nameOfConference
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Spagnolo P, Aghajan H, Bebis G et al. (2021). Guest editorial introduction to the special issue on large-scale visual sensor networks: Architectures and applications. nameOfConference
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Su H, Gong S, Zhu X (2021). Multi-perspective cross-class domain adaptation for open logo detection. nameOfConference
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Li W, Gong S, Zhu X (2021). Hierarchical distillation learning for scalable person search. nameOfConference
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Wu G, Gong S, Intelligence AAA (2021). Peer Collaborative Learning for Online Knowledge Distillation. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
DOI: doi
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Li P, Li D, Li W et al. (2021). A Simple Feature Augmentation for Domain Generalization. nameOfConference
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Wu G, Gong S (2021). Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation. nameOfConference
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Huang J, Liu Y, Gong S et al. (2021). Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation. nameOfConference
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Wu G, Gong S, Intelligence AAA (2021). Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
DOI: doi
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Wu G, Gong S, Intelligence AAA (2021). Generalising without Forgetting for Lifelong Person Re-Identification. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
DOI: doi
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Li P, Fu Y, Gong S (2021). Regularising Knowledge Transfer by Meta Functional Learning. nameOfConference
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Li P, Wu G, Gong S et al. (2021). SEMI-SUPERVISED FEW-SHOT LEARNING WITH PSEUDO LABEL REFINEMENT. nameOfConference
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Cheng Z, Zhu X, Gong S (2020). Face re-identification challenge: Are face recognition models good enough?. nameOfConference
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Li M, Zhu X, Gong S (2020). Unsupervised Tracklet Person Re-Identification. nameOfConference
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Cheng Z, Zhu X, Gong S (2020). Characteristic regularisation for super-resolving face images. IEEE Winter Conference on Applications of Computer Vision
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Zhu X, Zhu X, Li M et al. (2020). Intra-Camera Supervised Person Re-Identification. nameOfConference
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Wu A, Zheng WS, Gong S et al. (2020). RGB-IR Person Re-identification by Cross-Modality Similarity Preservation. nameOfConference
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Huang J, Gong S, Zhu X (2020). Deep Semantic Clustering by Partition Confidence Maximisation. IEEE Conference on Computer Vision and Pattern Recognition
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Wang G, Gong S, Cheng J et al. (2020). Faster Person Re-identification. nameOfConference
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Chen Y, Gong S, Bazzani L (2020). Image Search with Text Feedback by Visiolinguistic Attention Learning. IEEE Conference on Computer Vision and Pattern Recognition
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Cheng Z, Dong Q, Gong S et al. (2020). Inter-task association critic for cross-resolution person re-identification. IEEE Conference on Computer Vision and Pattern Recognition
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Li W, Gong S, Zhu X (2020). Neural graph embedding for neural architecture search. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
DOI: doi
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Chen Y, Zhu X, Li W et al. (2020). Semi-supervised learning under class distribution mismatch. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
DOI: doi
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Wu G, Zhu X, Gong S (2020). Tracklet self-supervised learning for unsupervised person re-identification. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
DOI: doi
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Huang J, Dong Q, Gong S et al. (2020). Unsupervised deep learning via affinity diffusion. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
DOI: doi
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Li W, Zhu X, Gong S (2019). Scalable Person Re-Identification by Harmonious Attention. nameOfConference
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Lin H, Fu Y, Lu P et al. (2019). TC-NEt for ISBIR: Triplet classification network for instance-level sketch based image retrieval. nameOfConference
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Liu Z, Wang J, Gong S et al. (2019). Deep reinforcement active learning for human-in-the-loop person re-identification. IEEE International Conference on Computer Vision
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Chen Y, Zhu X, Gong S (2019). Instance-guided context rendering for cross-domain person re-identification. IEEE International Conference on Computer Vision
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Zhu X, Zhu X, Li M et al. (2019). Intra-camera supervised person re-identification: A new benchmark. IEEE International Conference on Computer Vision Workshops
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Dong Q, Zhu X, Gong S (2019). Person search by text attribute query as zero-shot learning. IEEE International Conference on Computer Vision
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Wu G, Zhu X, Gong S (2019). Person Re-Identification by Ranking Ensemble Representations. IEEE International Conference on Image Processing
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Su H, Gong S, Zhu X (2019). Scalable logo detection by self co-learning. nameOfConference
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Zhu X, Zhu X, Li M et al. (2019). Intra-Camera Supervised Person Re-Identification: A New Benchmark. nameOfConference
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Xu X, Gong S, Hospedales T (2019). Zero-Shot Crowd Behavior Recognition. nameOfConference
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Lan X, Zhu X, Gong S (2019). Self-Referenced Deep Learning. Asian Conference on Computer Vision
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Yu HX, Zheng WS, Wu A et al. (2019). Unsupervised person re-identification by soft multilabel learning. IEEE Conference on Computer Vision and Pattern Recognition
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Li M, Zhu X, Gong S (2019). Unsupervised Tracklet Person Re-Identification. nameOfConference
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Cheng Z, Zhu X, Gong S (2019). Low-Resolution Face Recognition. Asian Conference on Computer Vision
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Kanacı A, Zhu X, Gong S (2019). Vehicle Re-identification in Context. German Conference on Pattern Recognition
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Wang J, Zhu X, Gong S et al. (2018). Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-identification. IEEE Conference on Computer Vision and Pattern Recognition
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Kanacı A, Zhu X, Gong S (2018). Vehicle Re-Identification in Context. nameOfConference
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Lan X, Zhu X, Gong S (2018). Person Search by Multi-Scale Matching. European Conference on Computer Vision
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Chen Y, Zhu X, Gong S (2018). Semi-supervised Deep Learning with Memory. European Conference on Computer Vision
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Li M, Zhu X, Gong S (2018). Unsupervised Person Re-identification by Deep Learning Tracklet Association. European Conference on Computer Vision
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Wang H, Zhu X, Gong S et al. (2018). Person Re-identification in Identity Regression Space. nameOfConference
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GONG SS (2018). Harmonious Attention Network for Person Re-Identification. IEEE Conference on Computer Vision and Pattern Recognition
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Dong Q, Gong S, Zhu X (2018). Imbalanced Deep Learning by Minority Class Incremental Rectification. nameOfConference
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Jiao J, Zheng WS, Wu A et al. (2018). Deep low-resolution person re-identification. nameOfConference
DOI: doi
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Lan X, Zhu X, Gong S (2018). Knowledge distillation by on-the-fly native ensemble. Advances in Neural Information Processing Systems
DOI: doi
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Fu Y, Xiang T, Jiang YG et al. (2018). Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content. nameOfConference
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Wang J, Zhu X, Gong S et al. (2017). Attribute Recognition by Joint Recurrent Learning of Context and Correlation. IEEE International Conference on Computer Vision
DOI: 10.1109/ICCV.2017.65
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Dong Q, Gong S, Zhu X (2017). Class Rectification Hard Mining for Imbalanced Deep Learning. IEEE International Conference on Computer Vision
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Chen Y, Zhu X, Gong S (2017). Person re-identification by deep learning multi-scale representations. IEEE International Conference on Computer Vision Workshops
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Wu A, Zheng WS, Yu HX et al. (2017). RGB-Infrared Cross-Modality Person Re-identification. IEEE International Conference on Computer Vision
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Su H, Gong S, Zhu X (2017). WebLogo-2M: Scalable Logo Detection by Deep Learning from the Web. IEEE International Conference on Computer Vision Workshops
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Li W, Zhu X, Gong S (2017). Person re-identification by deep joint learning of multi-loss classification. International Joint Conference on Artificial Intelligence
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Fu Z, XIANG T, Kodirov E et al. (2017). Zero-Shot Learning on Semantic Class Prototype Graph. nameOfConference
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Zhang L, Xiang T, Gong S et al. (2017). Learning a Deep Embedding Model for Zero-Shot Learning. IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION
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Kodirov E, Xiang T, Gong S et al. (2017). Semantic Autoencoder for Zero-Shot Learning. IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION
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Zhang L, Sung F, Liu F et al. (2017). Actor-Critic Sequence Training for Image Captioning. nameOfConference
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Zhang L, Sung F, Liu F et al. (2017). Actor-Critic Sequence Training for Image Captioning.. nameOfConference
DOI: doi
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Xu X, Hospedales TM, Gong S (2017). Discovery of Shared Semantic Spaces for Multiscene Video Query and Summarization. nameOfConference
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Wang J, Zhu X, Gong S (2017). Discovering visual concept structure with sparse and incomplete tags. nameOfConference
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Su H, Zhu X, Gong S (2017). Deep learning logo detection with data expansion by synthesising context. IEEE Winter Conference on Applications of Computer Vision
DOI: 10.1109/WACV.2017.65
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Dong Q, Gong S, Zhu X (2017). Multi-Task curriculum transfer deep learning of clothing attributes. IEEE Winter Conference on Applications of Computer Vision
DOI: 10.1109/WACV.2017.64
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Ma X, Zhu X, Gong S et al. (2017). Person re-identification by unsupervised video matching. nameOfConference
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Kodirov E, Xiang T, Gong S (2017). Semantic Autoencoder for Zero-Shot Learning. nameOfConference
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Murino V, Gong S, Loy CC et al. (2017). Image and Video Understanding in Big Data. nameOfConference
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Schumann A, Gong S, Schuchert T (2017). Deep learning prototype domains for person re-identification. IEEE International Conference on Image Processing
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Xu X, Hospedales T, Gong S (2017). Transductive Zero-Shot Action Recognition by Word-Vector Embedding. nameOfConference
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Xu X, Gong S, Hospedales TM (2017). Chapter 15 Zero-Shot Crowd Behavior Recognition. nameOfConference
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Lan X, Wang H, Gong S et al. (2017). Deep reinforcement learning attention selection for person re-identification. nameOfConference
DOI: 10.5244/c.31.121
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Xu X, Gong S, Hospedales TM (2017). Zero-Shot Crowd Behavior Recognition. nameOfConference
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Xu X, Hospedales TM, Gong S (2016). Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation. nameOfConference
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Schumann A, Gong S, Schuchert T (2016). Deep Learning Prototype Domains for Person Re-Identification. nameOfConference
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Li Y, Song YZ, Hospedales TM et al. (2016). Free-Hand Sketch Synthesis with Deformable Stroke Models. nameOfConference
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Li Y, SONG Y, Hospedales T et al. (publicationYear). Free-hand sketch synthesis with deformable stroke models. nameOfConference
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Alexiou I, Xiang T, Gong S (2016). Exploring synonyms as context in zero-shot action recognition. IEEE International Conference on Image Processing
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Wang H, Zhu X, Xiang T et al. (2016). Towards unsupervised open-set person re-identification. IEEE International Conference on Image Processing
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Zhu X, Loy CC, Gong S (2016). Constrained Clustering With Imperfect Oracles. nameOfConference
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Zhang L, Xiang T, Gong S (2016). Learning a discriminative null space for person re-identification. IEEE Conference on Computer Vision and Pattern Recognition
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Peng P, Xiang T, Wang Y et al. (2016). Unsupervised cross-dataset transfer learning for person re-identification. IEEE Conference on Computer Vision and Pattern Recognition
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Zhu X, Loy CC, Gong S (2016). Learning from Multiple Sources for Video Summarisation. nameOfConference
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Hu JF, Zheng WS, Lai J et al. (2016). Exemplar-Based Recognition of Human-Object Interactions. nameOfConference
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Fu Y, Hospedales TM, Xiang T et al. (2016). Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. nameOfConference
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Zheng WS, Gong S, Xiang T (2016). Towards Open-World Person Re-Identification by One-Shot Group-Based Verification. nameOfConference
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Xu X, Hospedales TM, Gong S (2016). Discovery of Shared Semantic Spaces for Multiscene Video Query and Summarization.. nameOfConference
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Wang T, Gong S, Zhu X et al. (2016). Person Re-Identification by Discriminative Selection in Video Ranking.. nameOfConference
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Wang H, Gong S, Xiang T (2016). Highly efficient regression for scalable person re-identification. nameOfConference
DOI: 10.5244/C.30.134
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Wang H, Gong S, Zhu X et al. (2016). Human-in-the-loop person re-identification. nameOfConference
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Kodirov E, Xiang T, Fu Z et al. (2016). Learning robust graph regularisation for subspace clustering. nameOfConference
DOI: 10.5244/C.30.138
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Xu X, Hospedales TM, Gong S (2016). Multi-task zero-shot action recognition with prioritised data augmentation. nameOfConference
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Kodirov E, Xiang T, Fu Z et al. (2016). Person re-identification by unsupervised ℓ
1 graph learning. nameOfConference
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Fu Y, Hospedales TM, Xiang T et al. (2016). Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels.. nameOfConference
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Wang J, Zhu X, Gong S (2016). Video semantic clustering with sparse and incomplete tags. nameOfConference
DOI: doi
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Zheng W, Li X, XIANG T et al. (2015). Partial Person Re-identification. International Conference on Computer Vision
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Xu X, Hospedales T, Gong S (2015). Semantic embedding space for zero-shot action recognition. nameOfConference
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Xu X, Hospedales T, Gong S (2015). Transductive Zero-Shot Action Recognition by Word-Vector Embedding. nameOfConference
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Fu Y, Hospedales TM, Xiang T et al. (2015). Transductive Multi-View Zero-Shot Learning. nameOfConference
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Li Y, Song Y-Z, Hospedales T et al. (2015). Free-hand Sketch Synthesis with Deformable Stroke Models. nameOfConference
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Alexiou I, XIANG T, Gong S (2015). Learning A Joint Discriminative-Generative Model for Action Recognition. International Conference on Systems, Signals and Image Processing
QMRO: qmroHref -
Kodirov E, XIANG T, Gong S (2015). Dictionary Learning with Iterative Laplacian Regularisation for Unsupervised Person Re-Identification. British Machine Vision Conference
DOI: 10.5244/c.29.44
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Xu X, Hospedales T, Gong S (2015). Discovery of Shared Semantic Spaces for Multi-Scene Video Query and Summarization. nameOfConference
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Fu Z, XIANG T, Kodirov E et al. (2015). Zero-Shot Object Recognition by Semantic Manifold Distance. IEEE Conference on Computer Vision and Pattern Recognition
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Li Y, Hospedales TM, Song YZ et al. (2015). Free-hand sketch recognition by multi-kernel feature learning. nameOfConference
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Fu Y, Yang Y, Hospedales TM et al. (2015). Transductive Multi-class and Multi-label Zero-shot Learning. nameOfConference
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Fu Y, Yang Y, Hospedales T et al. (2015). Transductive Multi-label Zero-shot Learning. nameOfConference
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Fu Y, Hospedales T, XIANG T et al. (2015). Transductive Multi-view Zero-Shot Learning. nameOfConference
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Li X, Zheng WS, Wang X et al. (2015). Multi-scale learning for low-resolution person re-identification. nameOfConference
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Xu X, Hospedales T, Gong S (2015). Semantic Embedding Space for Zero-Shot Action Recognition. nameOfConference
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Fu Y, Hospedales TM, Xiang T et al. (2015). Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. nameOfConference
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Fu Y, Hospedales TM, Xiang T et al. (2015). Transductive Multi-view Zero-Shot Learning. nameOfConference
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Zhu X, Loy CC, Gong S (2015). Learning from Multiple Sources for Video Summarisation. nameOfConference
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Layne R, Hospedales TM, Gong S (2015). Investigating open-world person re-identification using a drone. nameOfConference
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Fu Y, Hospedales TM, Xiang T et al. (2015). Transductive Multi-View Zero-Shot Learning.. nameOfConference
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Kodirov E, XIANG T, Gong S (2015). Unsupervised Domain Adaptation for Zero-Shot Learning. International Conference on Computer Vision
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Zhu X, Loy CC, Gong S (2014). Constructing robust affinity graphs for spectral clustering. nameOfConference
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Fu Y, Hospedales TM, Xiang T et al. (2014). Learning multimodal latent attributes. nameOfConference
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Layne R, Hospedales TM, Gong S (2014). Attributes-based re-identification. nameOfConference
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Liu C, Gong S, Loy CC et al. (2014). Evaluating feature importance for re-identification. nameOfConference
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Li Y, Hospedales TM, Song YZ et al. (2014). Fine-grained sketch-based image retrieval by matching deformable part models. nameOfConference
DOI: doi
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Zheng WS, Gong S, Xiang T (2014). Group association: Assisting re-identification by visual context. nameOfConference
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Fu Y, Hospedales TM, Xiang T et al. (2014). Interestingness prediction by robust learning to rank. nameOfConference
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Li Y, Hospedales T, Song Y-Z et al. (2014). Intra-category sketch-based image retrieval by matching deformable part models. Proceedings of the British Machine Vision Conference 2014
DOI: 10.5244/c.28.115
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Liu C, Gong S, Loy CC (2014). On-the-fly feature importance mining for person re-identification. nameOfConference
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Cancela B, Hospedales TM, Gong S (2014). Open-world person re-identification by multi-label assignment inference. nameOfConference
DOI: 10.5244/c.28.98
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Wang T, Gong S, Zhu X et al. (2014). Person re-identification by video ranking. nameOfConference
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Layne R, Hospedales TM, Gong S (2014). Re-id: Hunting attributes in the wild. nameOfConference
DOI: 10.5244/c.28.1
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Raja Y, Gong S (2014). Scalable multi-camera tracking in a metropolis. nameOfConference
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Gong S, Cristani M, Loy CC et al. (2014). The re-identification challenge. nameOfConference
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Fu Y, Yang Y, Hospedales T et al. (2014). Transductive multi-label zero-shot learning. nameOfConference
DOI: 10.5244/c.28.7
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Fu Y, Hospedales TM, Xiang T et al. (2014). Transductive multi-view embedding for zero-shot recognition and annotation. nameOfConference
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Wang H, Gong S, Xiang T (2014). Unsupervised learning of generative topic saliency for person re-identification. nameOfConference
DOI: 10.5244/c.28.48
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Zhu X, Loy CC, Gong S (2013). Constrained clustering: Effective constraint propagation with imperfect oracles. nameOfConference
DOI: 10.1109/ICDM.2013.45
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Chen K, Gong S, Xiang T et al. (2013). Cumulative attribute space for age and crowd density estimation. nameOfConference
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Loy CC, Chen K, Gong S et al. (2013). Crowd Counting and Profiling: Methodology and Evaluation. nameOfConference
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Zheng W, Gong S, Xiang T (2013). Re-identification by Relative Distance Comparison. nameOfConference
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Xu X, Gong S, Hospedales T (2013). Cross-domain traffic scene understanding by motion model transfer. nameOfConference
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Layne R, Hospedales TM, Gong S (2013). Domain transfer for person re-identification. nameOfConference
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Hospedales TM, Gong S, Xiang T (2013). Finding Rare Classes: Active Learning with Generative and Discriminative Models. nameOfConference
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Loy CC, Gong S, Xiang T (2013). From semi-supervised to transfer counting of crowds. nameOfConference
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Liu C, Gong S, Loy CC (2013). On-the-fly feature importance mining for person re-identification. nameOfConference
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Liu C, Loy CC, Gong S et al. (2013). POP: Person re-identification post-rank optimisation. nameOfConference
DOI: 10.1109/ICCV.2013.62
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Loy CC, Liu C, Gong S (2013). Person re-identification by manifold ranking. nameOfConference
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Hu JF, Zheng WS, Lai J et al. (2013). Recognising human-object interaction via exemplar based modelling. nameOfConference
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Li Y, Song YZ, Gong S (2013). Sketch recognition by ensemble matching of structured features. nameOfConference
DOI: 10.5244/C.27.35
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Zhu X, Loy CC, Gong S (2013). Video synopsis by heterogeneous multi-source correlation. nameOfConference
DOI: 10.1109/ICCV.2013.17
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Hospedales TM, Gong S (2012). Real-time dictionary based super-resolution of surveillance video streams and targets. nameOfConference
DOI: 10.1117/12.974506
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Fu Y, Hospedales TM, Xiang T et al. (2012). Attribute learning for understanding unstructured social activity. nameOfConference
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Loy CC, Hospedales TM, Xiang T et al. (2012). Stream-based joint exploration-exploitation active learning. nameOfConference
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Zheng WS, Gong S, Xiang T (2012). Transfer re-identification: From person to set-based verification. nameOfConference
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Loy CC, Xiang T, Gong S (2012). Incremental activity modeling in multiple disjoint cameras.. nameOfConference
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Loy CC, Xiang T, Gong S (2012). Salient motion detection in crowded scenes. nameOfConference
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Hospedales TM, Gong S, Xiang T (2012). Video Behaviour Mining Using a Dynamic Topic Model. nameOfConference
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Zheng WS, Gong S, Xiang T (2012). Re-identification by Relative Distance Comparison.. nameOfConference
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Zheng W-S, Gong S, Xiang T (2012). Quantifying and transferring contextual information in object detection.. nameOfConference
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HOSPEDALES T, Gong S, Xiang T (2012). A Unifying Theory of Active Discovery and Learning. European Conference on Computer Vision
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Zhu X, Gong S, Loy CC (2012). Comparing visual feature coding for learning disjoint camera dependencies. nameOfConference
DOI: 10.5244/C.26.94
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Chen K, Loy CC, Gong S et al. (2012). Feature mining for localised crowd counting. nameOfConference
DOI: 10.5244/C.26.21
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Layne R, Hospedales T, Gong S (2012). Person re-identification by attributes. nameOfConference
DOI: 10.5244/C.26.24
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Liu C, Gong S, Loy CC et al. (2012). Person re-identification: What features are important?. nameOfConference
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Raja Y, Gong S (2012). Scaling up multi-camera tracking for real-world deployment. nameOfConference
DOI: 10.1117/12.973760
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Layne R, Hospedales TM, Gong S (2012). Towards person identification and re-identification with attributes. nameOfConference
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Chen K, Gong S, Xiang T (2011). Human pose estimation using structural support vector machines. nameOfConference
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Hospedales TM, Gong S, Xiang T (2011). Learning tags from unsegmented videos of multiple human actions. nameOfConference
DOI: 10.1109/ICDM.2011.90
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Bregonzio M, XIANG T, Gong S (2011). Fusing appearance and distribution information of interest points for action recognition. nameOfConference
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Li J, Gong S, Xiang T (2011). Learning Behavioural Context. nameOfConference
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Zheng W, Gong S, XIANG T (2011). Person Re-identification by Probabilistic Relative Distance Comparison. IEEE Conference on Computer Vision and Pattern Recognition
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Gong S, XIANG T (2011). Visual Analysis of Behaviour: From Pixels to Semantics. nameOfConference
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Hospedales TM, Li J, Gong S et al. (2011). Identifying Rare and Subtle Behaviours: A Weakly Supervised Joint Topic Model.. nameOfConference
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Hospedales T, Gong S, XIANG T (2011). Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning. Pacific-Asia Conference on Knowledge Discovery and Data Mining
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Zhang J, Gong S (2011). Fusion of motion and appearance for robust people detection in cluttered scenes. nameOfConference
QMRO: qmroHref -
Loy C, Xiang T, Gong S (2011). Detecting and Discriminating Behavioural Anomalies. nameOfConference
QMRO: qmroHref -
Hospedales TM, Gong S, Xiang T (2011). Finding rare classes: Adapting generative and discriminative models in active learning. nameOfConference
QMRO: qmroHref -
Chen K, Gong S, Xiang T et al. (2011). Human Pose Estimation Using Structural Support Vector Machines. nameOfConference
QMRO: qmroHref -
Li J, Hospedales TM, Gong SG et al. (2011). Learning Rare Behaviours. nameOfConference
QMRO: qmroHref -
Loy CC, Xiang T, Gong S (2011). Stream-Based Active Unusual Event Detection. nameOfConference
QMRO: qmroHref -
Raja Y, Gong S, Xiang T (2011). User-assisted visual search and tracking across distributed multi-camera networks. nameOfConference
DOI: 10.1117/12.897673
QMRO: qmroHref -
Zheng W, Gong S, Xiang T (2010). Unsupervised Selective Transfer Learning for Object Recognition. nameOfConference
QMRO: qmroHref -
Bashir K, Xiang T, Gong S (2010). Gait Recognition without Subject Cooperation. nameOfConference
QMRO: qmroHref -
Loy CC, Xiang T, Gong SG (2010). Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding. nameOfConference
QMRO: qmroHref -
Bashir K, Xiang T, Gong S (2010). Cross-View Gait Recognition Using Correlation Strength. nameOfConference
DOI: 10.5244/C.24.109
QMRO: qmroHref -
Bregonzio M, Li J, Gong S et al. (2010). Discriminative Topics Modelling for Action Feature Selection and Recognition. nameOfConference
DOI: 10.5244/C.24.8
QMRO: qmroHref -
Prosser B, Zheng W, Gong S et al. (2010). Person Re-Identification by Support Vector Ranking. nameOfConference
DOI: 10.5244/C.24.21
QMRO: qmroHref -
Zhang JG, Gong SG (2010). Action categorization by structural probabilistic latent semantic analysis. nameOfConference
QMRO: qmroHref -
Zhang JG, Gong SG (2010). Action categorization with modified hidden conditional random field. nameOfConference
QMRO: qmroHref -
Loy CC, Xiang T, Gong S (2009). Surveillance video behaviour profiling and anomaly detection. nameOfConference
DOI: 10.1117/12.832188
QMRO: qmroHref -
Loy C, Xiang T, Gong S (2009). Multi-Camera Activity Correlation Analysis. nameOfConference
QMRO: qmroHref -
Bregonzio M, Gong S, Xiang T (2009). Recognising Action as Clouds of Space-Time Interest Points. nameOfConference
QMRO: qmroHref -
Bregonzio M, Gong S, Xiang T (2009). Recognising action as clouds of space-time interest points. 2009 IEEE Conference on Computer Vision and Pattern Recognition
QMRO: qmroHref -
Shan CF, Gong SG, McOwan PW (2009). Facial expression recognition based on Local Binary Patterns: A comprehensive study. nameOfConference
QMRO: qmroHref -
Zhang JG, Gong SG (2009). People detection in low-resolution video with non-stationary background. nameOfConference
QMRO: qmroHref -
Wang Y, Mei T, Gong SG et al. (2009). Combining global, regional and contextual features for automatic image annotation. nameOfConference
QMRO: qmroHref -
Hospedales T, Gong S, Xiang T (2009). A Markov Clustering Topic Model for Mining Behaviour in Video. nameOfConference
QMRO: qmroHref -
Zelniker EE, Hospedales TM, Gong S et al. (2009). A unified Bayesian framework for adaptive visual tracking. nameOfConference
DOI: 10.5244/C.23.18
QMRO: qmroHref -
Bregonzio M, Gong S, Xiang T (2009). Action Recognition with Cascaded Feature Selection and Classification. nameOfConference
DOI: 10.1049/ic.2009.0252
QMRO: qmroHref -
Zheng W, Gong S, Xiang T (2009). Associating Groups of People. British Machine Vision Conference (BMVC)
DOI: 10.5244/C.23.23
QMRO: qmroHref -
Li J, Gong S, Xiang T (2009). Discovering Multi-Camera Behaviour Correlations for On-the-Fly Global Activity Prediction and Anomaly Detection. nameOfConference
QMRO: qmroHref -
Bashir K, Xiang T, Gong S (2009). Gait Recognition Using Gait Entropy Image. nameOfConference
DOI: 10.1049/ic.2009.0230
QMRO: qmroHref -
Bashir K, Xiang T, Gong S (2009). Gait Representation Using Flow Fields. British Machine Vision Conference (BMVC)
DOI: 10.5244/C.23.113
QMRO: qmroHref -
Orozco J, Xiang T, Gong S (2009). Head Pose Classification in Crowded Scenes. British Machine Vision Conference (BMVC)
DOI: 10.5244/C.23.120
QMRO: qmroHref -
Loy C, Xiang T, Gong S (2009). Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model. nameOfConference
QMRO: qmroHref -
Loy C, Xiang T, Gong S (2009). Modelling Multi-object Activity by Gaussian Processes. British Machine Vision Conference (BMVC)
DOI: 10.5244/C.23.13
QMRO: qmroHref -
Zheng W, Gong S, Xiang T (2009). Quantifying Contextual Information for Object Detection. nameOfConference
QMRO: qmroHref -
Xiang T, Gong SG (2008). Optimising dynamic graphical models for video content analysis. nameOfConference
QMRO: qmroHref -
Mei T, Wang Y, Hua XS et al. (2008). Coherent image annotation by learning semantic distance. nameOfConference
QMRO: qmroHref -
Russell D, Gong S (2008). Exploiting Periodicity in Recurrent Scenes. nameOfConference
DOI: 10.5244/C.22.71
QMRO: qmroHref -
Mang T, Gong SG (2008). Activity based surveillance video content modelling. nameOfConference
QMRO: qmroHref -
Xiang T, Gong SG (2008). Incremental and adaptive abnormal behaviour detection. nameOfConference
QMRO: qmroHref -
Shan CF, Gong SG, McOwan PW (2008). Fusing gait and face cues for human gender recognition. nameOfConference
QMRO: qmroHref -
Jia K, Gong SG (2008). Generalized face super-resolution. nameOfConference
-
Xiang T, Gong S (2008). Video behavior profiling for anomaly detection.. nameOfConference
QMRO: qmroHref -
Xiang T, Gong S (2008). Spectral clustering with eigenvector selection. nameOfConference
QMRO: qmroHref -
Bashir K, Xiang T, Gong S (2008). Feature Selection for Gait Recognition without Subject Cooperation. British Machine Vision Conference (BMVC)
DOI: 10.5244/C.22.108
QMRO: qmroHref -
Bashir K, Xiang T, Gong SG (2008). Feature selection on gait energy image for human identification. nameOfConference
QMRO: qmroHref -
Li J, Gong S, Xiang T (2008). Global Behaviour Inference Using Probabilistic Latent Semantic Analysis. British Machine Vision Conference (BMVC)
DOI: 10.5244/C.22.20
QMRO: qmroHref -
Pachoud S, Gong S, Cavallaro A (2008). Macro-cuboid based probabilistic matching for lip-reading digits. nameOfConference
-
Prosser B, Gong S (2008). Multi-camera Matching Using Bi-Directional Cumulative Brightness Transfer Functions. British Machine Vision Conference (BMVC)
DOI: 10.5244/C.22.64
QMRO: qmroHref -
Russell D, Gong SG (2008). Multi-layered Decomposition of Recurrent Scenes. nameOfConference
QMRO: qmroHref -
Li J, Gong SG, Xiang T (2008). Scene Segmentation for Behaviour Correlation. nameOfConference
QMRO: qmroHref -
Pachoud S, Gong S, Cavallaro A (2008). Video augmentation for improving audio speech recognition under noise. nameOfConference
DOI: 10.5244/C.22.25
-
Wang Y, Gong S (2007). Translating Topics to Words for Image Annotation. nameOfConference
QMRO: qmroHref -
Shan C, Gong S, McOwan P (2007). Beyond Facial Expressions: Learning Human Emotion from Body Gestures. nameOfConference
DOI: 10.5244/C.21.43
QMRO: qmroHref -
Shan C, Gong S, McOwan P (2007). Capturing Correlations among Facial Parts for Facial Expression Analysis. nameOfConference
DOI: 10.5244/C.21.51
QMRO: qmroHref -
Russell D, Gong S (2007). Segmenting Highly Textured Nonstationary Background. nameOfConference
DOI: 10.5244/C.21.56
QMRO: qmroHref -
Wang Y, Gong S (2007). Refining Image Annotation Using Contextual Relations Between Words. nameOfConference
QMRO: qmroHref -
Wang Y, Gong S (2007). Conditional random field for natural scene categorization. nameOfConference
DOI: 10.5244/C.21.59
QMRO: qmroHref -
Gong SG (2007). Holistic video detection - art. no. 674103. nameOfConference
DOI: 10.1117/12.768931
QMRO: qmroHref -
Shan CF, Gong SG, McOwan PW (2007). Learning gender from human gaits and faces. nameOfConference
QMRO: qmroHref -
Leung AP, Gong SG (2007). Optimizing distribution-based matching by random subsampling. nameOfConference
QMRO: qmroHref -
Gong SG, Shan CF, Xiang T (2007). Visual Inference of Human Emotion and Behaviour. nameOfConference
QMRO: qmroHref -
Gong S, XIANG T (2006). Model Selection for Unsupervised Learning of Visual Context. nameOfConference
QMRO: qmroHref -
Xiang T, Gong SG (2006). Model selection for unsupervised learning of visual context. nameOfConference
QMRO: qmroHref -
Shan C, Gong S, McOwan P (2006). A Comprehensive empirical study on linear subspace methods for facial expression analysis. nameOfConference
QMRO: qmroHref -
Jia K, Gong S (2006). Multi-resolution patch tensor for facial expression hallucination. nameOfConference
QMRO: qmroHref -
Xiang T, Gong SG (2006). Beyond tracking: Modelling activity and understanding behaviour. nameOfConference
QMRO: qmroHref -
Hung H, Gong SG (2006). Detection of human interaction from a distance using salient body behaviour modelling - art. no. 640203. nameOfConference
DOI: 10.1117/12.689355
QMRO: qmroHref -
Raja Y, Gong S (2006). Sparse Multiscale Local Binary Patterns. Procedings of the British Machine Vision Conference 2006
DOI: 10.5244/c.20.82
QMRO: qmroHref -
Wang Y, Gong SG (2006). Tensor discriminant analysis for view-based object recognition. nameOfConference
QMRO: qmroHref -
Russell D, Gong SG (2005). A highly efficient block-based dynamic background model. nameOfConference
QMRO: qmroHref -
GONG SS, Zalewski L (2005). A statistical virtual head animator. IEE International Conference on Visual Information Engineering
DOI: 10.1049/cp:20050067
QMRO: qmroHref -
GONG SS, Leung A (2005). An optimization framework for real-time appearance-based tracking under weak perspective. British Machine Vision Conference
DOI: 10.5244/C.19.26
QMRO: qmroHref -
Shan CF, Gong SG, McOwan PW (2005). Appearance manifold of facial expression. nameOfConference
DOI: 10.1007/11573425_22
QMRO: qmroHref -
GONG SS, Jia K (2005). CCTV face hallucination under occlusion with motion blur. IEE International Symposium on Imaging for Crime Detection and Prevention
DOI: 10.1049/ic:20050075
QMRO: qmroHref -
Gong S, MCOWAN PW, Shan C (2005). Conditional Mutual Information Based Boosting for Facial Expression Recognition. British Machine Vision Conference (BMVC'05), Oxford, UK
DOI: 10.5244/C.19.42
QMRO: qmroHref -
Hung H, Gong S (2005). Detecting and quantifying unusual interactions by correlating salient motion. nameOfConference
QMRO: qmroHref -
Jia K, Gong S (2005). Face super-resolution using multiple occluded images of different resolutions. nameOfConference
QMRO: qmroHref -
Jia K, Gong S (2005). Multi-modal face image super-resolutions in tensor space. nameOfConference
QMRO: qmroHref -
Jia K, Gong SG (2005). Multi-modal tensor face for simultaneous super-resolution and recognition. nameOfConference
QMRO: qmroHref -
Leung AP, Gong SG (2005). Online feature selection using mutual information for real-time multi-view object tracking. nameOfConference
DOI: 10.1007/11564386_15
QMRO: qmroHref -
GONG SS, Xiang T (2005). Online video behaviour abnormality detection using reliability measure. British Machine Vision Conference
DOI: 10.5244/C.19.66
QMRO: qmroHref -
Shan CF, Gong SG, McOwan PW (2005). Recognizing facial expressions at low resolution. nameOfConference
QMRO: qmroHref -
Xiang T, Gong SG (2005). Relevance learning for spectral clustering with applications on image segmentation and video behaviour profiling. nameOfConference
QMRO: qmroHref -
Shan CF, Gong SG, McOwan PW (2005). Robust facial expression recognition using local binary patterns. nameOfConference
QMRO: qmroHref -
Zalewski L, Gong S (2005). Statistical models of facial expressions for realistic 3D avatar animation. nameOfConference
DOI: 10.1109/CVPR.2005.9
QMRO: qmroHref -
GONG SS, Graves A (2005). Surveillance video indexing with iconic patterns of activity. IEE International Conference on Visual Information Engineering
DOI: 10.1049/cp:20050120
QMRO: qmroHref -
Xiang T, Gong SG (2005). Video behaviour profiling and abnormality detection without manual labelling. nameOfConference
QMRO: qmroHref -
Xiang T, Gong S (2005). Visual learning given sparse data of unknown complexity. nameOfConference
QMRO: qmroHref -
Li YM, Gong SG, Sherrah J et al. (2004). Support vector machine based multi-view face detection and recognition. nameOfConference
QMRO: qmroHref -
Zalewski L, Gong SG (2004). Synthesis and recognition of facial expressions in virtual 3D views. nameOfConference
QMRO: qmroHref -
Gong SG (2004). Towards behaviour recognition based video surveillance. nameOfConference
DOI: 10.1117/12.577153
QMRO: qmroHref -
Li YM, Gong SG, Liddell H (2003). Recognising trajectories of facial identities using kernel discriminant analysis. nameOfConference
QMRO: qmroHref -
Li YM, Gong SG, Liddell H (2003). Constructing facial identity surfaces for recognition. nameOfConference
QMRO: qmroHref -
Xiang T, Gong SG (2003). Discovering Bayesian causality among visual events in a complex outdoor scene. nameOfConference
QMRO: qmroHref -
GONG SS, Ng J (2003). Learning pixel-wise signal energy for understanding semantics. nameOfConference
QMRO: qmroHref -
Gong SG, Xiang T (2003). Recognition of group activities using dynamic Probabilistic networks. nameOfConference
QMRO: qmroHref -
Gong SG, Ng J, Sherrah J (2002). On the semantics of visual behaviour, structured events and trajectories of human action. nameOfConference
QMRO: qmroHref -
Ng J, Gong SG (2002). Composite support vector machines for detection of faces across views and pose estimation. nameOfConference
QMRO: qmroHref -
Psarrou A, Gong SG, Walter M (2002). Recognition of human gestures and behaviour based on motion trajectories. nameOfConference
QMRO: qmroHref -
Ong EJ, Gong SG (2002). The dynamics of linear combinations: tracking 3D skeletons of human subjects. nameOfConference
QMRO: qmroHref -
Sherrah J, Gong S (2002). Automated detection of localised visual events over varying temporal scales. nameOfConference
QMRO: qmroHref -
Chang T-H, Gong S (2002). Bayesian Modality Fusion for tracking multiple people with a multi-camera system. nameOfConference
QMRO: qmroHref -
GONG SS, Romdhani S, Psarrou A (2002). Corresponding dynamic appearances. nameOfConference
QMRO: qmroHref -
Ng J, Gong SG (2002). Learning intrinsic video content using Levenshtein distance in graph partitioning. nameOfConference
QMRO: qmroHref -
Ng J, Gong SG (2002). On the binding mechanism of synchronised visual events. nameOfConference
QMRO: qmroHref -
Sherrah J, Gong S, Ong EJ (2001). Face distributions in similarity space under varying head pose. nameOfConference
QMRO: qmroHref -
Sherrah J, Gong SG (2001). Fusion of perceptual cues for robust tracking of head pose and position. nameOfConference
QMRO: qmroHref -
Walter M, Psarrou A, Gong S (2001). Auto-clustering for unsupervised learning of atomic gesture components using Minimum Description Length. nameOfConference
QMRO: qmroHref -
Li YM, Gong SG, Liddell H (2001). Constructing facial identity surfaces in a nonlinear discriminating space. nameOfConference
QMRO: qmroHref -
Sherrah J, Gong SG (2001). Continuous global evidence-based Bayesian modality fusion for simultaneous tracking of multiple objects. nameOfConference
QMRO: qmroHref -
Li YM, Gong SG, Liddell H (2001). Modelling faces dynamically across views and over time. nameOfConference
QMRO: qmroHref -
Chang TH, Gong SG (2001). Tracking multiple people with a multi-camera system. nameOfConference
QMRO: qmroHref -
Li YM, Gong SG, Liddell H (2001). Video-based online face recognition using identity surfaces. nameOfConference
QMRO: qmroHref -
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. nameOfConference
QMRO: qmroHref -
Sherrah J, Gong S (2000). Tracking discontinuous motion using Bayesian inference. nameOfConference
QMRO: qmroHref -
Gong S, McKenna SJ, Psarrou A (2000). Dynamic Vision. nameOfConference
DOI: 10.1142/p155
QMRO: qmroHref -
Li Y, Gong S, Liddell H (2000). Support vector regression and classification based multi-view face detection and recognition. nameOfConference
QMRO: qmroHref -
Walter M, Psarrou A, Gong S (2000). An incremental approach towards automatic model acquisition for human gesture recognition. nameOfConference
QMRO: qmroHref -
Sherrah J, Gong SG, Howell AJ et al. (2000). Interpretation of group behaviour in visually mediated interaction. nameOfConference
QMRO: qmroHref -
Li YM, Gong SG, Sherrah J et al. (2000). Multi-view face detection using support vector machines and eigenspace modelling. nameOfConference
QMRO: qmroHref -
Romdhani S, Psarrou A, Gong SG (2000). On utilising template and feature-based correspondence in muli-view appearance models. nameOfConference
QMRO: qmroHref -
Sherrah J, Gong SG (2000). VIGOUR: A system for tracking and recognition of multiple people and their activities. nameOfConference
QMRO: qmroHref -
Sherrah J, Gong S (1999). Exploiting context in gesture recognition. nameOfConference
QMRO: qmroHref -
Gong S, Walter M, Psarrou A (1999). Recognition of temporal structures: Learning prior and propagating observation augmented densities via hidden Markov states. nameOfConference
QMRO: qmroHref -
Sherrah J, Gong S (1999). Fusion of 2D face alignment and 3D head pose estimation for robust and real-Time performance. nameOfConference
QMRO: qmroHref -
Romdhani S, Psarrou A, Gong S (1999). Learning a single active face shape model across views. nameOfConference
QMRO: qmroHref -
Ng J, Gong S (1999). Multi-View face detection and pose estimation using a composite support vector machine across the view sphere. nameOfConference
QMRO: qmroHref -
Walter M, Gong S, Psarrou A (1999). Stochastic temporal models of human activities. nameOfConference
QMRO: qmroHref -
Ong EJ, Gong S (1999). Tracking hybrid 2D-3D human models from multiple views. nameOfConference
QMRO: qmroHref -
Raja Y, McKenna SJ, Gong S (1998). Colour model selection and adaptation in dynamic scenes. nameOfConference
DOI: 10.1007/BFb0055684
QMRO: qmroHref -
Raja Y, McKenna SJ, Gong S (1998). Tracking and segmenting people in varying lighting conditions using colour. nameOfConference
QMRO: qmroHref -
Raja Y, McKenna S, Gong S (1998). Using Colour for Robust Tracking and Segmentation. nameOfConference
QMRO: qmroHref -
De La Torre F, Gong S, McKenna S (1998). View alignment with dynamically updated affine tracking. nameOfConference
QMRO: qmroHref -
de La Torre F, Gong S, McKenna S (1998). View-based adaptive affine tracking. nameOfConference
DOI: 10.1007/BFb0055707
QMRO: qmroHref -
McKenna S, Gong S (1997). Non-intrusive person authentication for access control by visual tracking and face recognition. nameOfConference
DOI: 10.1007/bfb0015994
QMRO: qmroHref -
Gong S, Ong EJ, Loft PJ (1997). Appearance-based face recognition under large head rotations in depth. nameOfConference
QMRO: qmroHref -
McKenna SJ, Gong S (1997). Face recognition from sequences using models of identity. nameOfConference
QMRO: qmroHref -
McKenna SJ, Raja Y, Gong S (1997). Object tracking using adaptive colour mixture models. nameOfConference
QMRO: qmroHref -
Raja Y, McKenna SJ, Gong S (1997). Segmentation and tracking using colour mixture models. nameOfConference
QMRO: qmroHref -
McKenna SJ, Gong S, Würtz RP et al. (1997). Tracking facial feature points with Gabor wavelets and shape models. nameOfConference
DOI: 10.1007/bfb0015977
QMRO: qmroHref -
Gong S, McKenna S, Collins JJ (1996). An investigation into face pose distributions. nameOfConference
QMRO: qmroHref -
Psarrou A, Gong S, Buxton H (1995). Modelling spatio-temporal trajectories and face signatures using partially recurrent neural networks. nameOfConference
QMRO: qmroHref -
Gong S, Psarrou A, Katsoulis I et al. (1995). Tracking and Recognition of Face Sequences. nameOfConference
QMRO: qmroHref -
Buxton H, Gong S (1995). Visual surveillance in a dynamic and uncertain world. nameOfConference
QMRO: qmroHref -
Gong S, Buxton H (1993). From Contextual Knowledge to Computational Constraints. Procedings of the British Machine Vision Conference 1993
DOI: 10.5244/c.7.23
QMRO: qmroHref -
Gong S (1992). Visual behavior: modeling 'hidden' purposes in motion. nameOfConference
DOI: 10.1117/12.130863
QMRO: qmroHref -
Gong S (1992). Visual observation as reactive learning. nameOfConference
DOI: 10.1117/12.139942
QMRO: qmroHref -
Gong S, Brady JM (1990). Parallel computation of optic flow. nameOfConference
DOI: 10.1007/BFb0014858
QMRO: qmroHref