Shaogang Gong

Orcid: 0000-0001-8156-2299

According to our database1, Shaogang Gong authored at least 359 papers between 1988 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Faster Person Re-Identification: One-Shot-Filter and Coarse-to-Fine Search.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Federated zero-shot learning with mid-level semantic knowledge transfer.
Pattern Recognit., 2024

InvSeg: Test-Time Prompt Inversion for Semantic Segmentation.
CoRR, 2024

Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation.
CoRR, 2024

SHINE: Saliency-aware HIerarchical NEgative Ranking for Compositional Temporal Grounding.
CoRR, 2024

MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval.
CoRR, 2024

Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer.
CoRR, 2024

Generative Video Diffusion for Unseen Cross-Domain Video Moment Retrieval.
CoRR, 2024

Zero-Shot Video Moment Retrieval from Frozen Vision-Language Models.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Feature-Distribution Perturbation and Calibration for Generalized Reid.
Proceedings of the IEEE International Conference on Acoustics, 2024

Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion.
Proceedings of the Computer Vision - ECCV 2024, 2024

Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Rapid Person Re-Identification via Sub-space Consistency Regularization.
Neural Process. Lett., June, 2023

Neural operator search.
Pattern Recognit., April, 2023

Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking.
CoRR, 2023

Benchmarking Robustness of Text-Image Composed Retrieval.
CoRR, 2023

GridCLIP: One-Stage Object Detection by Grid-Level CLIP Representation Learning.
CoRR, 2023

Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Learning hybrid ranking representation for person re-identification.
Pattern Recognit., 2022

Unsupervised cross-domain person re-identification by instance and distribution alignment.
Pattern Recognit., 2022

Joint Bilateral-Resolution Identity Modeling for Cross-Resolution Person Re-Identification.
Int. J. Comput. Vis., 2022

Feature-Distribution Perturbation and Calibration for Generalized Person ReID.
CoRR, 2022

A Framework of Meta Functional Learning for Regularising Knowledge Transfer.
CoRR, 2022

Video Activity Localisation with Uncertainties in Temporal Boundary.
Proceedings of the Computer Vision - ECCV 2022, 2022

Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling.
Proceedings of the Computer Vision - ECCV 2022, 2022

Ranking Distance Calibration for Cross-Domain Few-Shot Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Deep Clustering by Semantic Contrastive Learning.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Hybrid-Learning Video Moment Retrieval across Multi-Domain Labels.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

3D Shape Temporal Aggregation for Video-Based Clothing-Change Person Re-identification.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Guest Editorial Introduction to the Special Issue on Large-Scale Visual Sensor Networks: Architectures and Applications.
IEEE Trans. Circuits Syst. Video Technol., 2021

Multi-View Label Prediction for Unsupervised Learning Person Re-Identification.
IEEE Signal Process. Lett., 2021

Hierarchical distillation learning for scalable person search.
Pattern Recognit., 2021

Intra-Camera Supervised Person Re-Identification.
Int. J. Comput. Vis., 2021

Multi-perspective cross-class domain adaptation for open logo detection.
Comput. Vis. Image Underst., 2021

Unsupervised Noisy Tracklet Person Re-identification.
CoRR, 2021

Regularising Knowledge Transfer by Meta Functional Learning.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Semi-Supervised Few-Shot Learning with Pseudo Label Refinement.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Striking a Balance between Stability and Plasticity for Class-Incremental Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Simple Feature Augmentation for Domain Generalization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Decentralised Person Re-Identification with Selective Knowledge Aggregation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Local-Global Associative Frame Assemble in Video Re-ID.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Peer Collaborative Learning for Online Knowledge Distillation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Generalising without Forgetting for Lifelong Person Re-Identification.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Scalable logo detection by self co-learning.
Pattern Recognit., 2020

Face re-identification challenge: Are face recognition models good enough?
Pattern Recognit., 2020

Unsupervised Tracklet Person Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

RGB-IR Person Re-identification by Cross-Modality Similarity Preservation.
Int. J. Comput. Vis., 2020

Scalable Person Re-Identification by Harmonious Attention.
Int. J. Comput. Vis., 2020

Transfer Learning for Protein Structure Classification at Low Resolution.
CoRR, 2020

Unsupervised Transfer Learning with Self-Supervised Remedy.
CoRR, 2020

Characteristic Regularisation for Super-Resolving Face Images.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Faster Person Re-identification.
Proceedings of the Computer Vision - ECCV 2020, 2020

Deep Semantic Clustering by Partition Confidence Maximisation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Inter-Task Association Critic for Cross-Resolution Person Re-Identification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Image Search With Text Feedback by Visiolinguistic Attention Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Neural Graph Embedding for Neural Architecture Search.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Unsupervised Deep Learning via Affinity Diffusion.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Semi-Supervised Learning under Class Distribution Mismatch.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Imbalanced Deep Learning by Minority Class Incremental Rectification.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Zero-Shot Crowd Behavior Recognition.
CoRR, 2019

Universal Person Re-Identification.
CoRR, 2019

TC-Net for iSBIR: Triplet Classification Network for Instance-level Sketch Based Image Retrieval.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Unsupervised Deep Learning by Neighbourhood Discovery.
Proceedings of the 36th International Conference on Machine Learning, 2019

Person Re-Identification by Ranking Ensemble Representations.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Intra-Camera Supervised Person Re-Identification: A New Benchmark.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Instance-Guided Context Rendering for Cross-Domain Person Re-Identification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Person Search by Text Attribute Query As Zero-Shot Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Unsupervised Person Re-Identification by Soft Multilabel Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multi-Task Mutual Learning for Vehicle Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Spatio-Temporal Associative Representation for Video Person Re-Identification.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Single-Label Multi-Class Image Classification by Deep Logistic Regression.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content.
IEEE Signal Process. Mag., 2018

Zero-Shot Learning on Semantic Class Prototype Graph.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Person Re-identification in Identity Regression Space.
Int. J. Comput. Vis., 2018

Surveillance Face Recognition Challenge.
CoRR, 2018

Scalable Deep Learning Logo Detection.
CoRR, 2018

Knowledge Distillation by On-the-Fly Native Ensemble.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Unsupervised Person Re-identification by Deep Learning Tracklet Association.
Proceedings of the Computer Vision - ECCV 2018, 2018

Person Search by Multi-Scale Matching.
Proceedings of the Computer Vision - ECCV 2018, 2018

Semi-supervised Deep Learning with Memory.
Proceedings of the Computer Vision - ECCV 2018, 2018

Vehicle Re-identification in Context.
Proceedings of the Pattern Recognition - 40th German Conference, 2018

Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Harmonious Attention Network for Person Re-Identification.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Open Logo Detection Challenge.
Proceedings of the British Machine Vision Conference 2018, 2018

Deep Association Learning for Unsupervised Video Person Re-identification.
Proceedings of the British Machine Vision Conference 2018, 2018

Self-Referenced Deep Learning.
Proceedings of the Computer Vision - ACCV 2018, 2018

Low-Resolution Face Recognition.
Proceedings of the Computer Vision - ACCV 2018, 2018

Deep Low-Resolution Person Re-Identification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Discovery of Shared Semantic Spaces for Multiscene Video Query and Summarization.
IEEE Trans. Circuits Syst. Video Technol., 2017

Person re-identification by unsupervised video matching.
Pattern Recognit., 2017

Transductive Zero-Shot Action Recognition by Word-Vector Embedding.
Int. J. Comput. Vis., 2017

Free-Hand Sketch Synthesis with Deformable Stroke Models.
Int. J. Comput. Vis., 2017

Image and Video Understanding in Big Data.
Comput. Vis. Image Underst., 2017

Recent Advances in Zero-shot Recognition.
CoRR, 2017

Actor-Critic Sequence Training for Image Captioning.
CoRR, 2017

Identity Alignment by Noisy Pixel Removal.
CoRR, 2017

Discovering visual concept structure with sparse and incomplete tags.
Artif. Intell., 2017

Deep Learning Logo Detection with Data Expansion by Synthesising Context.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Multi-task Curriculum Transfer Deep Learning of Clothing Attributes.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Person Re-Identification by Deep Joint Learning of Multi-Loss Classification.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Deep learning prototype domains for person re-identification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

WebLogo-2M: Scalable Logo Detection by Deep Learning from the Web.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Person Re-identification by Deep Learning Multi-scale Representations.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

RGB-Infrared Cross-Modality Person Re-identification.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Attribute Recognition by Joint Recurrent Learning of Context and Correlation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Class Rectification Hard Mining for Imbalanced Deep Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning a Deep Embedding Model for Zero-Shot Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Semantic Autoencoder for Zero-Shot Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Reinforcement Learning Attention Selection For Person Re-Identification.
Proceedings of the British Machine Vision Conference 2017, 2017

Zero-Shot Crowd Behavior Recognition.
Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

2016
Constrained Clustering With Imperfect Oracles.
IEEE Trans. Neural Networks Learn. Syst., 2016

Exemplar-Based Recognition of Human-Object Interactions.
IEEE Trans. Circuits Syst. Video Technol., 2016

Towards Open-World Person Re-Identification by One-Shot Group-Based Verification.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Person Re-Identification by Discriminative Selection in Video Ranking.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Learning from Multiple Sources for Video Summarisation.
Int. J. Comput. Vis., 2016

Towards unsupervised open-set person re-identification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Exploring synonyms as context in zero-shot action recognition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation.
Proceedings of the Computer Vision - ECCV 2016, 2016

Human-in-the-Loop Person Re-identification.
Proceedings of the Computer Vision - ECCV 2016, 2016

Person Re-Identification by Unsupervised \ell _1 ℓ 1 Graph Learning.
Proceedings of the Computer Vision - ECCV 2016, 2016

Learning a Discriminative Null Space for Person Re-identification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Unsupervised Cross-Dataset Transfer Learning for Person Re-identification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Highly Efficient Regression for Scalable Person Re-Identification.
Proceedings of the British Machine Vision Conference 2016, 2016

Learning Robust Graph Regularisation for Subspace Clustering.
Proceedings of the British Machine Vision Conference 2016, 2016

Video Semantic Clustering with Sparse and Incomplete Tags.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Face Sample Quality.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Transductive Multi-View Zero-Shot Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Free-hand sketch recognition by multi-kernel feature learning.
Comput. Vis. Image Underst., 2015

Multi-Source Video Summarisation.
CoRR, 2015

Zero-Shot Action Recognition by Word-Vector Embedding.
CoRR, 2015

Discovery of Shared Semantic Spaces for Multi-Scene Video Query and Summarization.
CoRR, 2015

Transductive Multi-class and Multi-label Zero-shot Learning.
CoRR, 2015

Learning a joint discriminative-generative model for action recognition.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

Semantic embedding space for zero-shot action recognition.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Partial Person Re-Identification.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Multi-Scale Learning for Low-Resolution Person Re-Identification.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Unsupervised Domain Adaptation for Zero-Shot Learning.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Zero-shot object recognition by semantic manifold distance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Dictionary Learning with Iterative Laplacian Regularisation for Unsupervised Person Re-identification.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Group Association: Assisting Re-identification by Visual Context.
Proceedings of the Person Re-Identification, 2014

Scalable Multi-camera Tracking in a Metropolis.
Proceedings of the Person Re-Identification, 2014

Evaluating Feature Importance for Re-identification.
Proceedings of the Person Re-Identification, 2014

Attributes-Based Re-identification.
Proceedings of the Person Re-Identification, 2014

The Re-identification Challenge.
Proceedings of the Person Re-Identification, 2014

On-the-fly feature importance mining for person re-identification.
Pattern Recognit., 2014

Learning Multimodal Latent Attributes.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Semantic Graph for Zero-Shot Learning.
CoRR, 2014

Person Re-identification by Video Ranking.
Proceedings of the Computer Vision - ECCV 2014, 2014

Investigating Open-World Person Re-identification Using a Drone.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Interestingness Prediction by Robust Learning to Rank.
Proceedings of the Computer Vision - ECCV 2014, 2014

Transductive Multi-view Embedding for Zero-Shot Recognition and Annotation.
Proceedings of the Computer Vision - ECCV 2014, 2014

Constructing Robust Affinity Graphs for Spectral Clustering.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Unsupervised Learning of Generative Topic Saliency for Person Re-identification.
Proceedings of the British Machine Vision Conference, 2014

Intra-category sketch-based image retrieval by matching deformable part models.
Proceedings of the British Machine Vision Conference, 2014

Re-id: Hunting Attributes in the Wild.
Proceedings of the British Machine Vision Conference, 2014

Transductive Multi-label Zero-shot Learning.
Proceedings of the British Machine Vision Conference, 2014

Open-world Person Re-Identification by Multi-Label Assignment Inference.
Proceedings of the British Machine Vision Conference, 2014

2013
Finding Rare Classes: Active Learning with Generative and Discriminative Models.
IEEE Trans. Knowl. Data Eng., 2013

Reidentification by Relative Distance Comparison.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Cross-domain traffic scene understanding by motion model transfer.
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream, 2013

Domain transfer for person re-identification.
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream, 2013

Person re-identification by manifold ranking.
Proceedings of the IEEE International Conference on Image Processing, 2013

Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Video Synopsis by Heterogeneous Multi-source Correlation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

From Semi-supervised to Transfer Counting of Crowds.
Proceedings of the IEEE International Conference on Computer Vision, 2013

POP: Person Re-identification Post-rank Optimisation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Recognising Human-Object Interaction via Exemplar Based Modelling.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Cumulative Attribute Space for Age and Crowd Density Estimation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Sketch Recognition by Ensemble Matching of Structured Features.
Proceedings of the British Machine Vision Conference, 2013

Crowd Counting and Profiling: Methodology and Evaluation.
Proceedings of the Modeling, Simulation and Visual Analysis of Crowds, 2013

2012
Fusing appearance and distribution information of interest points for action recognition.
Pattern Recognit., 2012

Quantifying and Transferring Contextual Information in Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Incremental Activity Modeling in Multiple Disjoint Cameras.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Learning Behavioural Context.
Int. J. Comput. Vis., 2012

Video Behaviour Mining Using a Dynamic Topic Model.
Int. J. Comput. Vis., 2012

Salient motion detection in crowded scenes.
Proceedings of the 5th International Symposium on Communications, 2012

Person Re-identification: What Features Are Important?
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Towards Person Identification and Re-identification with Attributes.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

A Unifying Theory of Active Discovery and Learning.
Proceedings of the Computer Vision - ECCV 2012, 2012

Attribute Learning for Understanding Unstructured Social Activity.
Proceedings of the Computer Vision - ECCV 2012, 2012

Transfer re-identification: From person to set-based verification.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Stream-based joint exploration-exploitation active learning.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies.
Proceedings of the British Machine Vision Conference, 2012

Person Re-identification by Attributes.
Proceedings of the British Machine Vision Conference, 2012

Feature Mining for Localised Crowd Counting.
Proceedings of the British Machine Vision Conference, 2012

2011
Fusion of Motion and Appearance for Robust People Detection in Cluttered Scenes.
Proceedings of the Intelligent Video Event Analysis and Understanding, 2011

Detecting and discriminating behavioural anomalies.
Pattern Recognit., 2011

Identifying Rare and Subtle Behaviors: A Weakly Supervised Joint Topic Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Learning Tags from Unsegmented Videos of Multiple Human Actions.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Human pose estimation using structural support vector machines.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Person re-identification by probabilistic relative distance comparison.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Security and Surveillance.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

Visual Analysis of Behaviour - From Pixels to Semantics.
Springer, ISBN: 978-0-85729-669-6, 2011

2010
Gait recognition without subject cooperation.
Pattern Recognit. Lett., 2010

Action categorization with modified hidden conditional random field.
Pattern Recognit., 2010

Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding.
Int. J. Comput. Vis., 2010

Action categorization by structural probabilistic latent semantic analysis.
Comput. Vis. Image Underst., 2010

Learning human pose in crowd.
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis, 2010

Person Re-Identification by Support Vector Ranking.
Proceedings of the British Machine Vision Conference, 2010

Discriminative Topics Modelling for Action Feature Selection and Recognition.
Proceedings of the British Machine Vision Conference, 2010

Cross View Gait Recognition Using Correlation Strength.
Proceedings of the British Machine Vision Conference, 2010

Unsupervised Selective Transfer Learning for Object Recognition.
Proceedings of the Computer Vision - ACCV 2010, 2010

Stream-Based Active Unusual Event Detection.
Proceedings of the Computer Vision - ACCV 2010, 2010

Learning Rare Behaviours.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Face Sample Quality.
Proceedings of the Encyclopedia of Biometrics, 2009

Combining global, regional and contextual features for automatic image annotation.
Pattern Recognit., 2009

People detection in low-resolution video with non-stationary background.
Image Vis. Comput., 2009

Facial expression recognition based on Local Binary Patterns: A comprehensive study.
Image Vis. Comput., 2009

Action recognition with cascaded feature selection and classification.
Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention, 2009

Gait recognition using Gait Entropy Image.
Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention, 2009

On-the-fly global activity prediction and anomaly detection.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Quantifying contextual information for object detection.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Modelling activity global temporal dependencies using Time Delayed Probabilistic Graphical Model.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

A Markov Clustering Topic Model for mining behaviour in video.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Multi-camera activity correlation analysis.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Recognising action as clouds of space-time interest points.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Associating Groups of People.
Proceedings of the British Machine Vision Conference, 2009

A Unified Bayesian Framework for Adaptive Visual Tracking.
Proceedings of the British Machine Vision Conference, 2009

Head Pose Classification in Crowded Scenes.
Proceedings of the British Machine Vision Conference, 2009

Modelling Multi-object Activity by Gaussian Processes.
Proceedings of the British Machine Vision Conference, 2009

Gait Representation Using Flow Fields.
Proceedings of the British Machine Vision Conference, 2009

Space-time audio-visual speech recognition with multiple multi-class probabilistic support vector machines.
Proceedings of the Auditory-Visual Speech Processing, 2009

2008
Generalized Face Super-Resolution.
IEEE Trans. Image Process., 2008

Activity based surveillance video content modelling.
Pattern Recognit., 2008

Spectral clustering with eigenvector selection.
Pattern Recognit., 2008

Video Behavior Profiling for Anomaly Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Fusing gait and face cues for human gender recognition.
Neurocomputing, 2008

Optimising dynamic graphical models for video content analysis.
Comput. Vis. Image Underst., 2008

Incremental and adaptive abnormal behaviour detection.
Comput. Vis. Image Underst., 2008

Feature selection on Gait Energy Image for human identification.
Proceedings of the IEEE International Conference on Acoustics, 2008

Multi-layered Decomposition of Recurrent Scenes.
Proceedings of the Computer Vision, 2008

Scene Segmentation for Behaviour Correlation.
Proceedings of the Computer Vision, 2008

Macro-cuboïd based probabilistic matching for lip-reading digits.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Coherent image annotation by learning semantic distance.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Exploiting Periodicity in Recurrent Scenes.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

Multi-camera Matching using Bi-Directional Cumulative Brightness Transfer Functions.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

Video Augmentation for Improving Audio Speech Recognition under Noise.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

Global Behaviour Inference using Probabilistic Latent Semantic Analysis.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

Feature Selection for Gait Recognition without Subject Cooperation.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Visual inference of human emotion and behaviour.
Proceedings of the 9th International Conference on Multimodal Interfaces, 2007

Optimizing Distribution-based Matching by Random Subsampling.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Refining image annotation using contextual relations between words.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Translating topics to words for image annotation.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Conditional Random Field for Natural Scene Categorization.
Proceedings of the British Machine Vision Conference 2007, 2007

Capturing Correlations Among Facial Parts for Facial Expression Analysis.
Proceedings of the British Machine Vision Conference 2007, 2007

Beyond Facial Expressions: Learning Human Emotion from Body Gestures.
Proceedings of the British Machine Vision Conference 2007, 2007

Segmenting Highly Textured Nonstationary Background.
Proceedings of the British Machine Vision Conference 2007, 2007

Learning gender from human gaits and faces.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Hallucinating multiple occluded face images of different resolutions.
Pattern Recognit. Lett., 2006

Model Selection for Unsupervised Learning of Visual Context.
Int. J. Comput. Vis., 2006

Beyond Tracking: Modelling Activity and Understanding Behaviour.
Int. J. Comput. Vis., 2006

Tensor Discriminant Analysis for View-based Object Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Comprehensive Empirical Study on Linear Subspace Methods for Facial Expression Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Multi-Resolution Patch Tensor for Facial Expression Hallucination.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Optimal Dynamic Graphs for Video Content Analysis.
Proceedings of the British Machine Vision Conference 2006, 2006

Dynamic Facial Expression Recognition Using A Bayesian Temporal Manifold Model.
Proceedings of the British Machine Vision Conference 2006, 2006

Minimum Cuts of A Time-Varying Background.
Proceedings of the British Machine Vision Conference 2006, 2006

Sparse Multiscale Local Binary Patterns.
Proceedings of the British Machine Vision Conference 2006, 2006

Mean-Shift Tracking with Random Sampling.
Proceedings of the British Machine Vision Conference 2006, 2006

Coupling Face Registration and Super-Resolution.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
Robust facial expression recognition using local binary patterns.
Proceedings of the 2005 International Conference on Image Processing, 2005

Video Behaviour Profiling and Abnormality Detection without Manual Labelling.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Visual Learning Given Sparse Data of Unknown Complexity.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Appearance Manifold of Facial Expression.
Proceedings of the Computer Vision in Human-Computer Interaction, 2005

Multi-Modal Tensor Face for Simultaneous Super-Resolution and Recognition.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2D Statistical Models of Facial Expressions for Realistic 3D Avatar Animation.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Online Video Behaviour Abnormality Detection Using Reliability Measure.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

Conditional Mutual Infomation Based Boosting for Facial Expression Recognition.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

An Optimization Framework for Real-Time Appearance-Based Tracking under Weak Perspective.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

Relevance learning for spectral clustering with applications on image segmentation and video behaviour profiling.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Recognizing facial expressions at low resolution.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

A highly efficient block-based dynamic background model.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Face super-resolution using multiple occluded images of different resolutions.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Multi-modal face image super-resolutions in tensor space.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Detecting and quantifying unusual interactions by correlating salient motion.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Online Feature Selection Using Mutual Information for Real-Time Multi-view Object Tracking.
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

2004
Support vector machine based multi-view face detection and recognition.
Image Vis. Comput., 2004

Synthesis and Recognition of Facial Expressions in Virtual 3D Views.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Activity Based Video Content Trajectory Representation and Segmentation.
Proceedings of the British Machine Vision Conference, 2004

Quantifying Temporal Saliency.
Proceedings of the British Machine Vision Conference, 2004

Wavelet-based holistic sequence descriptor for generating video summaries.
Proceedings of the British Machine Vision Conference, 2004

2003
Recognising trajectories of facial identities using kernel discriminant analysis.
Image Vis. Comput., 2003

Learning pixel-wise signal energy for understanding semantics.
Image Vis. Comput., 2003

Constructing Facial Identity Surfaces for Recognition.
Int. J. Comput. Vis., 2003

Recognition of Group Activities using Dynamic Probabilistic Networks.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Outdoor Activity Recognition using Multi-Linked Temporal Processes.
Proceedings of the British Machine Vision Conference, 2003

Spotting Scene Change for Indexing Surveillance Video.
Proceedings of the British Machine Vision Conference, 2003

Discovering Bayesian Causality among Visual Events in a Complex Outdoor Scene.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

2002
Recognition of human gestures and behaviour based on motion trajectories.
Image Vis. Comput., 2002

The dynamics of linear combinations: tracking 3D skeletons of human subjects.
Image Vis. Comput., 2002

Composite support vector machines for detection of faces across views and pose estimation.
Image Vis. Comput., 2002

Corresponding dynamic appearances.
Image Vis. Comput., 2002

On the semantics of visual behaviour, structured events and trajectories of human action.
Image Vis. Comput., 2002

Understanding visual behaviour.
Image Vis. Comput., 2002

Learning Intrinsic Video Content Using Levenshtein Distance in Graph Partitioning.
Proceedings of the Computer Vision, 2002

Autonomous Visual Events Detection and Classification without Explicit Object-Centred Segmentation and Tracking.
Proceedings of the British Machine Vision Conference 2002, 2002

2001
Fusion of perceptual cues for robust tracking of head pose and position.
Pattern Recognit., 2001

Face distributions in similarity space under varying head pose.
Image Vis. Comput., 2001

Continuous Global Evidence-Based Bayesian Modality Fusion for Simultaneous Tracking of Multiple Objects.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Modelling Faces Dynamically across Views and Over Time.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Constructing Facial Identity Surfaces in a Nonlinear Discriminating Space.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Data Driven Model Acquisition using Minimum Description Length.
Proceedings of the British Machine Vision Conference 2001, 2001

Learning Pixel-Wise Signal Energy for Understanding Semantics.
Proceedings of the British Machine Vision Conference 2001, 2001

2000
Multi-view face detection using support vector machines and eigenspace modelling.
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000

Interpretation of Group Behavior in Visually Mediated Interaction.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

VIGOUR: A System for Tracking and Recognition of Multiple People and their Activities.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Generic Face Appearance Model of Shape and Texture under Very Large Pose Variations from Profile to Profile Views.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

An Incremental Approach towards Automatic Model Acquisition for Human Gesture Recognition.
Proceedings of the Workshop on Human Motion, 2000

Support Vector Regression and Classification Based Multi-View Face Detection and Recognition.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Tracking Discontinuous Motion Using Bayesian Inference.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

On Utilising Template and Feature-Based Correspondence in Multi-view Appearance Models.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Resolving Visual Uncertainty and Occlusion through Probabilistic Reasoning.
Proceedings of the British Machine Vision Conference 2000, 2000

Quantifying Ambiguities in Inferring Vector-Based 3D Models.
Proceedings of the British Machine Vision Conference 2000, 2000

Recognising the Dynamics of Faces across Multiple Views.
Proceedings of the British Machine Vision Conference 2000, 2000

Tracking Multiple People Under Occlusion Using Multiple Cameras.
Proceedings of the British Machine Vision Conference 2000, 2000

Dynamic Vision - From Images to Face Recognition.
Imperial College Press, ISBN: 978-1-86094-181-8, 2000

1999
Tracking colour objects using adaptive mixture models.
Image Vis. Comput., 1999

Recognition of Temporal Structures: Learning Prior and Propagating Observation Augmented Densities via Hidden Markov States.
Proceedings of the International Conference on Computer Vision, 1999

Exploiting Context in Gesture Recognition.
Proceedings of the Modeling and Using Context, 1999

Learning Prior and Observation Augmented Density Models for Behaviour Recognition.
Proceedings of the British Machine Vision Conference 1999, 1999

Understanding Pose Discrimination in Similarity Space.
Proceedings of the British Machine Vision Conference 1999, 1999

Fusion of Perceptual Cues using Covariance Estimation.
Proceedings of the British Machine Vision Conference 1999, 1999

A Multi-View Nonlinear Active Shape Model Using Kernel PCA.
Proceedings of the British Machine Vision Conference 1999, 1999

A Dynamic 3D Human Model using Hybrid 2D-3D Representations in Hierarchical PCA Space.
Proceedings of the British Machine Vision Conference 1999, 1999

Learning Support Vector Machines for A Multi-View Face Model.
Proceedings of the British Machine Vision Conference 1999, 1999

1998
Real-time face pose estimation.
Real Time Imaging, 1998

Modelling facial colour and identity with Gaussian mixtures.
Pattern Recognit., 1998

Using Colour for Robust Tracking and Segmentation.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

View Alignment with Dynamically Updated Affine Tracking.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Tracking and Segmenting People in Varying Lighting Conditions Using Colour.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

View-Based Adaptive Affine Tracking.
Proceedings of the Computer Vision, 1998

Colour Model Selection and Adaption in Dynamic Scenes.
Proceedings of the Computer Vision, 1998

Gesture Recognition for Visually Mediated Interaction using Probabilistic Event Trajectories.
Proceedings of the British Machine Vision Conference 1998, 1998

Learning to Associate Faces across Views in Vector Space of Similarities to Prototypes.
Proceedings of the British Machine Vision Conference 1998, 1998

Segmentation and Tracking Using Color Mixture Models.
Proceedings of the Computer Vision, 1998

Object Tracking Using Adaptive Color Mixture Models.
Proceedings of the Computer Vision, 1998

Face Recognition from Sequences Using Models of Identity.
Proceedings of the Computer Vision, 1998

Appearance-Based Face Recognition under Large Head Rotations in Depth.
Proceedings of the Computer Vision, 1998

1997
Face Recognition in Dynamic Scenes.
Proceedings of the British Machine Vision Conference 1997, 1997

Tracking Facial Feature Points with Gabor Wavelets and Shape Models.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

Non-intrusive Person Authentication for Access Control by Visual Tracking and Face Recognition.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

1996
Tracking Faces.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

An Investigation into Face Pose Distributions.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Face Tracking and Pose Representation.
Proceedings of the British Machine Vision Conference 1996, 1996

1995
Visual Surveillance in a Dynamic and Uncertain World.
Artif. Intell., 1995

Modelling spatio-temporal trajectories and face signatures on partially recurrent neural networks.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1993
From Contextual Knowledge to Computational Constraints.
Proceedings of the British Machine Vision Conference, 1993

1992
On the Visual Expectations of Moving Objects.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992

1990
Parallel Computation Of Optic Flow.
Proceedings of the Computer Vision, 1990

1988
Improved Local Flow.
Proceedings of the Alvey Vision Conference, 1988


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