2021

Journal

  1. Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
    X. Pan, X. Zhan, B. Dai, D. Lin, C. C. Loy, P. Luo
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
    [DOI] [Project Page]
  2. Path-Restore: Learning Network Path Selection for Image Restoration
    K. Yu, X. Wang, C. Dong, X. Tang, C. C. Loy
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
    [DOI] [arXiv] [Project Page]
  3. CARAFE++: Unified Content-Aware ReAssembly of FEatures
    J. Wang, K. Chen, R. Xu, Z. Liu, C. C. Loy, D. Lin
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
    [DOI] [arXiv]
  4. Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation
    C. Li, C. Guo, C. C. Loy
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
    [DOI] [arXiv] [Project Page]
  5. Texture Memory-Augmented Deep Patch-Based Image Inpainting
    R. Xu, M. Guo, J. Wang, X. Li, B. Zhou, C. C. Loy
    IEEE Transactions on Image Processing, 2021 (TIP)
    [arXiv]

Conference

  1. K-Net: Towards Unified Image Segmentation
    W. Zhang, J. Pang, K. Chen, C. C. Loy
    in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
    [arXiv]
  2. Unsupervised Object-Level Representation Learning from Scene Images
    J. Xie, X. Zhan, Z. Liu, Y. S. Ong, C. C. Loy
    in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
    [arXiv] [Project Page]
  3. Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
    L. Jiang, B. Dai, W. Wu, C. C. Loy
    in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
    [Coming Soon]
  4. A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis
    X. Pan, X. Xu, C. C. Loy, C. Theobalt, B. Dai
    in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
    [Coming Soon]
  5. Semi-Supervised Domain Generalization with Stochastic StyleMatch
    K. Zhou, C. C. Loy, Z. Liu
    in Workshop on Distribution Shifts of Neural Information Processing Systems, 2021 (NeurIPS DistShift)
    [arXiv] [Project Page]
  6. Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements
    Y. Rong, J. Wang, Z. Liu, C. C. Loy
    in Proceedings of International Conference on 3D Vision, 2021 (3DV)
    [Coming Soon]
  7. 3D Human Texture Estimation from a Single Image with Transformers
    X. Xu, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV, Oral)
    [PDF] [arXiv] [Project Page]
  8. FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation
    Y. Zang, C. Huang, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  9. ReconfigISP: Reconfigurable Camera Image Processing Pipeline
    K. Yu, Z. Li, Y. Peng, C. C. Loy, J. Gu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  10. Focal Frequency Loss for Image Reconstruction and Synthesis
    L. Jiang, B. Dai, W. Wu, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  11. Talk-to-Edit: Fine-Grained Facial Editing via Dialog
    Y. Jiang, Z. Huang, X. Pan, C. C. Loy, Z. Liu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  12. Retrospective Class Incremental Learning
    Q. Tao, C. C. Loy, J. Cai, Z. Ge, S. See
    in Proceedings of IEEE International Conference on Multimedia and Expo, 2021 (ICME)
    [PDF]
  13. GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution
    K. C. K. Chan, X. Wang, X. Xu, J. Gu, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR, Oral)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  14. BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
    K. C. K. Chan, X. Wang, K. Yu, C. Dong, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  15. Robust Reference-based Super-Resolution via C2-Matching
    Y. Jiang, K. C. K. Chan, X. Wang, C. C. Loy, Z. Liu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  16. Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network
    R. Feng, C. Li, H. Chen, S. Li, C. C. Loy, J. Gu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  17. Deep Animation Video Interpolation in the Wild
    S-Y. Li, S. Zhao, W. Yu, W. Sun, D. Metaxas, C. C. Loy, Z. Liu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  18. Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation
    H. Zhou, Y. Sun, W. Wu, C. C. Loy, X. Wang, Z. Liu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  19. Pareidolia Face Reenactment
    L. Song, W. Wu, C. Fu, C. Qian, C. C. Loy, R. He
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page] [YouTube]
  20. Audio-Driven Emotional Video Portraits
    X. Ji, H. Zhou, K. Wang, W. Wu, X. Cao, C. C. Loy, F. Xu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  21. Positional Encoding as Spatial Inductive Bias in GANs
    R. Xu, X. Wang, K. Chen, B. Zhou, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page] [YouTube]
  22. Seesaw Loss for Long-Tailed Instance Segmentation
    J. Wang, W. Zhang, Y. Zang, Y. Cao, J. Pang, T. Gong, K. Chen, Z. Liu, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    [PDF] [arXiv] [Supplementary Material]
  23. Unsupervised 3D Shape Completion through GAN Inversion
    J. Zhang, X. Chen, Z. Cai, L. Pan, H. Zhao, S. Yi, C. K. Yeo, B. Dai, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  24. Do 2D GANs Know 3D Shape? Unsupervised 3D Shape Reconstruction from 2D Image GANs
    X. Pan, B. Dai, Z. Liu, C. C. Loy, P. Luo
    International Conference on Learning Representations, 2021 (ICLR, Oral)
    [PDF] [arXiv] [Project Page]
  25. Understanding Deformable Alignment in Video Super-Resolution
    K. C. K. Chan, X. Wang, K. Yu, C. Dong, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2021 (AAAI)
    [arXiv] [Project Page]

Technical Report

  1. Self-Supervised Representation Learning: Introduction, Advances and Challenges
    L. Ericsson, H. Gouk, C. C. Loy, T. M. Hospedales
    Technical report, arXiv:2110.09327, 2021
    [arXiv]
  2. Playing for 3D Human Recovery
    Z. Cai, M. Zhang, J. Ren, C. Wei, D. Ren, J. Li, Z. Lin, H. Zhao, S. Yi, L. Yang, C. C. Loy, Z. Liu
    Technical report, arXiv:2110.07588, 2021
    [arXiv] [Project Page]
  3. Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning
    Y. Liu, H. Zhao, K. C. K. Chan, X. Wang, C. C. Loy, Y. Qiao, C. Dong
    Technical report, arXiv:2110.04562, 2021
    [arXiv]
  4. Learning to Prompt for Vision-Language Models
    K. Zhou, J. Yang, C. C. Loy, Z. Liu
    Technical report, arXiv:2109.01134, 2021
    [arXiv]
  5. BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment
    K. C. K. Chan, S. Zhou, X. Xu, C. C. Loy
    Technical report, arXiv:2104.13371, 2021
    [arXiv] [Project Page]
  6. Low-Light Image and Video Enhancement Using Deep Learning: A Survey
    C. Li, C. Guo, L. Han, J. Jiang, M. Cheng, J. Gu, C. C. Loy
    Technical report, arXiv:2104.10729, 2021
    [arXiv] [Project Page]
  7. Domain Generalization in Vision: A Survey
    K. Zhou, Z. Liu, Y. Qiao, T. Xiang, C. C. Loy
    Technical report, arXiv:2103.02503, 2021
    [arXiv]
  8. Network Pruning via Resource Reallocation
    Y. Hou, Z. Ma, C. Liu, Z. Wang, C. C. Loy
    Technical report, arXiv:2103.01847, 2021
    [arXiv]

2020

Journal

  1. A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization
    T.-W. Hui, X. Tang, C. C. Loy
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 (TPAMI)
    [DOI] [arXiv] [Project Page]
  2. High-Quality Video Generation from Static Structural Annotations
    L. Sheng, J. Pan, J. Guo, J. Shao, C. C. Loy
    International Journal of Computer Vision, 2020 (IJCV)
    [DOI]

Conference

  1. Cross-Scale Internal Graph Neural Network for Image Super-Resolution
    S. Zhou, J. Zhang, W. Zuo, C. C. Loy
    in Proceedings of Neural Information Processing Systems, 2020 (NeurIPS)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  2. Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
    X. Pan, X. Zhan, B. Dai, D. Lin, C. C. Loy, P. Luo
    European Conference on Computer Vision, 2020 (ECCV, Oral)
    [PDF] [arXiv] [Project Page]
  3. LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation
    T.-W. Hui, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  4. MEAD: A Large-scale Audio-visual Dataset for Emotional Talking Face Generation
    K. Wang, Q. Wu, L. Song, Z. Yang, W. Wu, C. Qian, R. He, Y. Qiao, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    [PDF] [Supplementary Material] [Project Page]
  5. TSIT: A Simple and Versatile Framework for Image-to-Image Translation
    L. Jiang, C. Zhang, M. Huang, C. Liu, J. Shi, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV, Spotlight)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  6. Side-Aware Boundary Localization for More Precise Object Detection
    J. Wang, W. Zhang, Y. Cao, K. Chen, J. Pang, T. Gong, J. Shi, C. C. Loy, D. Lin
    European Conference on Computer Vision, 2020 (ECCV)
    [PDF] [arXiv] [Supplementary Material]
  7. RGB-D Salient Object Detection with Cross-Modality Modulation and Selection
    C. Li, R. Cong, Y. Piao, Q. Xu, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  8. MessyTable: Instance Association in Multiple Camera Views
    Z. Cai, J. Zhang, D. Ren, C. Yu, H. Zhao, S. Yi, C. K. Yeo, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  9. Knowledge Distillation Meets Self-Supervision
    G. Xu, Z. Liu, X. Li, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  10. Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
    C. Guo, C. Li, J. Guo, C. C. Loy, J. Hou, S. Kwong, R. Cong
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  11. Self-Supervised Scene De-occlusion
    X. Zhan, X. Pan, B. Dai, Z. Liu, D. Lin, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR, Oral)
    [PDF] [arXiv] [Supplementary Material] [Project Page] [YouTube]
  12. TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting
    Z. Yang, W. Zhu, W. Wu, C. Qian, Q. Zhou, B. Zhou, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  13. Prime Sample Attention in Object Detection
    Y. Cao, K. Chen, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  14. Online Deep Clustering for Unsupervised Representation Learning
    X. Zhan, J. Xie, Z. Liu, Y. S. Ong, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    [PDF] [arXiv] [Project Page]
  15. Inter-Region Affinity Distillation for Road Marking Segmentation
    Y. Hou, Z. Ma, C. Liu, T.-W. Hui, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  16. EcoNAS: Finding Proxies for Economical Neural Architecture Search
    D. Zhou, X. Zhou, W. Zhang, C. C. Loy, S. Yi, X. Zhang, W. Ouyang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    [PDF] [arXiv] [Supplementary Material]
  17. DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
    L. Jiang, R. Li, W. Wu, C. Qian, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  18. Learning to Cluster Faces via Confidence and Connectivity Estimation
    L. Yang, D. Chen, X. Zhan, R. Zhao, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  19. Real or Not Real, That is the Question
    Y. Xiangli, Y. Deng, B. Dai, C. C. Loy, D. Lin
    International Conference on Learning Representations, 2020 (ICLR, Spotlight)
    [PDF] [Project Page]

Technical Report

  1. Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory
    Y. Rong, Z. Liu, C. C. Loy
    Technical report, arXiv:2012.14739, 2020
    [arXiv]
  2. Exploring Data Augmentation for Multi-Modality 3D Object Detection
    W. Zhang, Z. Wang, C. C. Loy
    Technical report, arXiv:2012.12741, 2020
    [arXiv] [Project Page]
  3. Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup
    G. Xu, Z. Liu, C. C. Loy
    Technical report, arXiv:2012.05217, 2020
    [arXiv] [Project Page]
  4. Flexible Piecewise Curves Estimation for Photo Enhancement
    C. Li, C. Guo, Q. Ai, S. Zhou, C. C. Loy
    Technical report, arXiv:2010.13412, 2020
    [arXiv]
  5. Delving into Inter-Image Invariance for Unsupervised Visual Representations
    J. Xie, X. Zhan, Z. Liu, Y. S. Ong, C. C. Loy
    Technical report, arXiv:2008.11702, 2020
    [arXiv] [Project Page]
  6. Feature Pyramid Grids
    K. Chen, Y. Cao, C. C. Loy, D. Lin, C. Feichtenhofer
    Technical report, arXiv:2004.03580, 2020
    [arXiv]
  7. Residual Knowledge Distillation
    M. Gao, Y. Shen, Q. Li, C. C. Loy
    Technical report, arXiv:2002.09168, 2020
    [arXiv]
  8. Everybody’s Talkin’: Let Me Talk as You Want
    L. Song, W. Wu, C. Qian, R. He, C. C. Loy
    Technical report, arXiv:2001.05201, 2020
    [arXiv] [Project Page]

2019

Journal

  1. Deep Imbalanced Learning for Face Recognition and Attribute Prediction
    C. Huang, Y. Li, C. C. Loy, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019 (TPAMI)
    [DOI] [arXiv]

Conference

  1. CARAFE: Content-Aware ReAssembly of FEatures
    J. Wang, K. Chen, R. Xu, Z. Liu, C. C. Loy, D. Lin
    in Proceedings of International Conference on Computer Vision, 2019 (ICCV, Oral)
    [PDF] [arXiv] [Supplementary Material]
  2. Robust Multi-Modality Multi-Object Tracking
    W. Zhang, H. Zhou, S. Sun, Z. Wang, J. Shi, C. C. Loy
    in Proceedings of International Conference on Computer Vision, 2019 (ICCV)
    [PDF] [arXiv] [Project Page]
  3. Delving Deep into Hybrid Annotations for 3D Human Recovery in the Wild
    Y. Rong, Z. Liu, C. Li, K. Cao, C. C. Loy
    in Proceedings of International Conference on Computer Vision, 2019 (ICCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  4. Learning Lightweight Lane Detection CNNs by Self Attention Distillation
    Y. Hou, Z. Ma, C, Liu, C. C. Loy
    in Proceedings of International Conference on Computer Vision, 2019 (ICCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  5. Hybrid Task Cascade for Instance Segmentation
    K. Chen, J. Pang, J. Wang, Y. Xiong, X. Li, S. Sun, W. Feng, Z. Liu, J. Shi, W. Ouyang, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    [PDF] [arXiv] [Project Page]
  6. Region Proposal by Guided Anchoring
    J. Wang, K. Chen, S. Yang, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    [PDF] [arXiv] [Project Page]
  7. Deep Network Interpolation for Continuous Imagery Effect Transition
    X. Wang, K. Yu, C. Dong, X. Tang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    [PDF] [arXiv] [Project Page]
  8. TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation
    W. Wu, K. Cao, C. Li, C. Qian, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  9. Deep Flow-Guided Video Inpainting
    R. Xu, X. Li, B. Zhou, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    [PDF] [arXiv] [Project Page]
  10. Dense Intrinsic Appearance Flow for Human Pose Transfer
    Y. Li, C. Huang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    [PDF] [Supplementary Material] [Project Page]
  11. Self-Supervised Learning via Conditional Motion Propagation
    X. Zhan, X. Pan, Z. Liu, D. Lin, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    [PDF] [arXiv] [Project Page]
  12. Learning a Unified Classifier Incrementally via Rebalancing
    S. Hou, X. Pan, C. C. Loy, Z. Wang, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    [PDF] [Project Page]
  13. Learning to Cluster Faces on an Affinity Graph
    L. Yang, X. Zhan, D. Chen, J. Yan, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR, Oral)
    [PDF] [arXiv] [Project Page]
  14. EDVR: Video Restoration with Enhanced Deformable Convolutional Networks
    X. Wang, C. K. Chan, K. Yu, C. Dong, X. Tang, C. C. Loy
    in Workshop Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, NTIRE, 2019 (CVPRW)
    [PDF] [arXiv] [Project Page]
  15. Disentangling Content and Style via Unsupervised Geometry Distillation
    W. Wu, K. Cao, C. Li, C. Qian, C. C. Loy
    International Conference on Learning Representations Workshop, 2019 (ICLRW)
    [PDF]
  16. One-shot Face Reenactment
    Y. Zhang, S. Zhang, Y. He, C. Li, C. C. Loy, Z. Liu
    in Proceedings of British Machine Vision Conference, 2019 (BMVC, Spotlight)
    [PDF] [arXiv] [Project Page]
  17. Instance-level Facial Attributes Transfer with Geometry-aware Flow
    W. Yin, Z. Liu, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2019 (AAAI, Spotlight)
    [PDF] [arXiv] [Project Page]
  18. Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks
    Y. Hou, Z. Ma, C. Liu, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2019 (AAAI, Oral)
    [PDF] [arXiv] [Project Page]

2018

Journal

  1. Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications
    Z. Yang, H. Xu, J. Deng, C. C. Loy, W. C. Lau
    IEEE Transactions on Image Processing, vol. 27, no. 12, pp. 6093–6108, 2018 (TIP)
    [DOI] [arXiv]

Conference

  1. Non-Local Recurrent Network for Image Restoration
    D. Liu, B. Wen, Y. Fan, C. C. Loy, T. S. Huang
    in Proceedings of Neural Information Processing Systems, 2018 (NeurIPS)
    [PDF] [arXiv] [Project Page]
  2. ReenactGAN: Learning to Reenact Faces via Boundary Transfer
    W. Wu, Y. Zhang, C. Li, C. Qian, C. C. Loy
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    [PDF] [arXiv] [Project Page] [YouTube]
  3. Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation
    X. Li, C. C. Loy
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    [PDF] [arXiv]
  4. PSANet: Point-wise Spatial Attention Network for Scene Parsing
    H. Zhao, Y. Zhang, S. Liu, J. Shi, C. C. Loy, D. Lin, J. Jia
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    [PDF] [Project Page]
  5. Lifelong Learning via Progressive Distillation and Retrospection
    S. Hou, X. Pan, C. C. Loy, Z. Wang, D. Lin
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    [PDF] [Project Page]
  6. Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition
    X. Zhan, Z. Liu, J. Yan, D. Lin, C. C. Loy
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    [PDF] [arXiv] [Project Page]
  7. The Devil of Face Recognition is in the Noise
    F. Wang, L. Chen, C. Li, S. Huang, Y. Chen, C. Qian, C. C. Loy
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    [PDF] [arXiv] [Project Page]
  8. Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition
    G. Yin, L. Sheng, B. Liu, N. Yu, X. Wang, J. Shao, C. C. Loy
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    [PDF] [arXiv]
  9. ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
    X. Wang, K. Yu, S. Wu, J. Gu, Y. Liu, C. Dong, C. C. Loy, Y. Qiao, X. Tang
    in Workshop Proceedings of European Conference on Computer Vision, 2018 (ECCVW)
    [PDF] [arXiv] [Project Page]
  10. Aesthetic-Driven Image Enhancement by Adversarial Learning
    Y. Deng, C. C. Loy, X. Tang
    ACM Multimedia, 2018 (ACM MM)
    [PDF] [arXiv] [Project Page]
  11. Optimizing Video Object Detection via a Scale-Time Lattice
    K. Chen, J. Wang, S. Yang, X. Zhang, Y. Xiong, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR)
    [PDF] [arXiv] [Project Page] [YouTube]
  12. Pose-Robust Face Recognition via Deep Residual Equivariant Mapping
    K. Cao, Y. Rong, C. Li, X. Tang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR)
    [PDF] [arXiv] [Project Page]
  13. Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform
    X. Wang, K. Yu, C. Dong, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR)
    [PDF] [arXiv] [Project Page]
  14. Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning
    K. Yu, C. Dong, L. Lin, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR, Spotlight)
    [PDF] [arXiv] [Project Page]
  15. LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation
    T.-W. Hui, X. Tang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR, Spotlight)
    [PDF] [arXiv] [Project Page] [YouTube]
  16. Mix-and-Match Tuning for Self-supervised Semantic Segmentation
    X. Zhan, Z. Liu, P. Luo, X. Tang, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2018 (AAAI, Spotlight)
    [PDF] [arXiv] [Project Page]
  17. Merge or Not? Learning to Group Faces via Imitation Learning
    Y. He, K. Cao, C. Li, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2018 (AAAI, Spotlight)
    [PDF] [arXiv] [Project Page]
  18. Fusing Object Context to Detect Functional Area for Cognitive Robots
    H. Cheng, J. Cai, Q. Liu, Z. Zhang, K. Yang, C. C. Loy, L. Lin
    in Proceedings of IEEE International Conference on Robotics and Automation, 2018 (ICRA)
    [PDF]

Technical Report

  1. An Embarrassingly Simple Approach for Knowledge Distillation
    M. Gao, Y. Shen, Q. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1812.01819, 2018
    [arXiv]

2017

Book Chapter

  1. Deep Learning for Scene Independent Crowd Analysis
    X. Wang and C. C. Loy
    In V. Murino, M. Cristani, S. Shah, S. Savarese (Eds.), Group and Crowd Behavior for Computer Vision, Elsevier, 2017
    [Book Link]
  2. Deep Learning Face Attributes for Face Detection and Alignment
    C. C. Loy, P. Luo, and C. Huang
    In R. S. Feris, C. Lampert and D. Parikh (Eds.), Visual Attributes, Springer, 2017
    [Book Link]

Journal

  1. Deep Learning Markov Random Field for Semantic Segmentation
    Z. Liu, X. Li, P. Luo, C. C. Loy, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017 (TPAMI)
    [arXiv] [Project Page]
  2. Faceness-Net: Face Detection through Deep Facial Part Responses
    S. Yang, P. Luo, C. C. Loy, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017 (TPAMI)
    [DOI] [arXiv]
  3. Image Aesthetic Assessment: An Experimental Survey
    Y. Deng, C. C. Loy, X. Tang
    IEEE Signal Processing Magazine, vol. 34, no. 4, pp. 80–106, 2017 (SPM)
    [DOI] [arXiv]
  4. Development of Fine-grained Pill Identification Algorithm using Deep Convolutional Network
    Y. F. Wong, H. T. Ng, K. Y. Leung, K. Y. Chan, S. Y. Chan, C. C. Loy
    Journal of Biomedical Informatics, 2017 (JBI)
    [DOI] [Project Page]
  5. From Facial Expression Recognition to Interpersonal Relation Prediction
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    International Journal of Computer Vision, 2017 (IJCV)
    [DOI] [arXiv] [Project Page]
  6. Discriminative Sparse Neighbor Approximation for Imbalanced Learning
    C. Huang, C. C. Loy, X. Tang
    IEEE Transactions on Neural Networks and Learning Systems, 2017 (TNNLS)
    [DOI] [PDF] [arXiv]

Conference

  1. Video Object Segmentation with Re-identification
    X. Li, Y. Qi, Z. Wang. K. Chen, Z. Liu, J. Shi, P. Luo, X. Tang, C. C. Loy
    in Workshop of DAVIS Challenge on Video Object Segmentation, IEEE Conference on Computer Vision and Pattern Recognition, 2017 (CVPRW)
    [PDF] [arXiv] [Project Page]
  2. Be Your Own Prada: Fashion Synthesis with Structural Coherence
    S. Zhu, S. Fidler, R. Urtasun, D. Lin, C. C. Loy
    in Proceedings of International Conference on Computer Vision, 2017 (ICCV)
    [PDF] [Project Page]
  3. Learning to Disambiguate by Asking Discriminative Questions
    Y. Li, C. Huang, X. Tang, C. C. Loy
    in Proceedings of International Conference on Computer Vision, 2017 (ICCV)
    [PDF] [arXiv] [Project Page]
  4. Quantifying Facial Age by Posterior of Age Comparisons
    Y. Zhang, L. Liu, C. Li, C. C. Loy
    in Proceedings of British Machine Vision Conference, 2017 (BMVC, Oral)
    [PDF] [arXiv] [Project Page]
  5. PolyNet: A Pursuit of Structural Diversity in Very Deep Networks
    X. Zhang, Z. Li, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2017 (CVPR)
    [PDF] [arXiv] [Project Page]
  6. Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade
    X. Li, Z. Liu, P. Luo, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2017 (CVPR, Spotlight)
    [PDF] [arXiv] [Project Page]
  7. Discover and Learn New Objects from Documentaries
    K. Chen, H. Song, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2017 (CVPR, Spotlight)
    [PDF] [arXiv] [Project Page]

Technical Report

  1. Face Detection through Scale-Friendly Deep Convolutional Networks
    S. Yang, Y. Xiong, C. C. Loy, X. Tang
    Technical report, arXiv:1706.02863, 2017
    [arXiv]

2016

Journal

  1. Crowded Scene Understanding by Deeply Learned Volumetric Slices
    J. Shao, C. C. Loy, K. Kang X. Wang
    IEEE Transactions on Circuits and Systems for Video Technology, 2016 (TCVST)
    [DOI]
  2. Learning Deep Representation for Face Alignment with Auxiliary Attributes
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, no. 5, pp. 918–930, 2016 (TPAMI)
    [DOI] [arXiv] [Project Page]
  3. A Survey on Heterogeneous Face Recognition: Sketch, Infra-red, 3D and Low-Resolution
    S. Ouyang, T. Hospedales, Y. Song, X. Li, C. C. Loy, X. Wang
    Image and Vision Computing, 2016 (IVC)
    [DOI] [PDF]
  4. Learning Scene-Independent Group Descriptors for Crowd Understanding
    J. Shao, C. C. Loy, K. Kang, X. Wang
    IEEE Transactions on Circuits and Systems for Video Technology, 2016 (TCVST)
    [DOI] [Preprint]
  5. DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks
    W. Ouyang, X. Zeng, X. Wang, S. Qiu, P. Luo, Y. Tian, H. Li, S. Yang, Z. Wang, H. Li, K. Wang, J. Yan, C. C. Loy, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016 (TPAMI)
    [DOI]

Conference

  1. Local Similarity-Aware Deep Feature Embedding
    C. Huang, C. C. Loy, X. Tang
    in Proceedings of Neural Information Processing Systems, 2016 (NIPS)
    [PDF] [arXiv]
  2. Pedestrian Color Naming via Convolutional Neural Network
    Z. Cheng, X. Li, C. C. Loy
    in Proceedings of Asian Conference on Computer Vision, 2016 (ACCV, Oral, Best Application Paper Honorable Mention)
    [PDF] [Project Page]
  3. Accelerating the Super-Resolution Convolutional Neural Network
    C. Dong, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  4. Joint Face Representation Adaptation and Clustering in Videos
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    [PDF] [Project Page]
  5. Depth Map Super Resolution by Deep Multi-Scale Guidance
    T.-W. Hui, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    [PDF] [Project Page]
  6. Deep Specialized Network for Illuminant Estimation
    W. Shi, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    [PDF] [Project Page]
  7. Deep Cascaded Bi-Network for Face Hallucination
    S. Zhu, S. Liu, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    [PDF] [arXiv] [Project Page]
  8. Human Attribute Recognition by Deep Hierarchical Contexts
    Y. Li, C. Huang, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    [PDF] [Project Page]
  9. WIDER FACE: A Face Detection Benchmark
    S. Yang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Oral)
    [PDF] [arXiv] [Leaderboard | Dataset]
  10. Sketch Me That Shoe
    Q. Yu, F. Liu, Y. Song, T. Xiang, T. M. Hospedales, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Oral)
    [PDF]
  11. Learning Deep Representation for Imbalanced Classification
    C. Huang, Y. Li, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Spotlight)
    [PDF] [Project Page]
  12. Slicing Convolutional Neural Network for Crowd Video Understanding
    J. Shao, C. C. Loy, K. Kang, X. Wang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Spotlight)
    [PDF] [Project Page]
  13. Unconstrained Face Alignment via Cascaded Compositional Learning
    S. Zhu, C. Li, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR)
    [PDF] [Project Page]
  14. Unsupervised Learning of Discriminative Attributes and Visual Representations
    C. Huang, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR)
    [PDF] [Project Page]
  15. Reading Scene Text in Deep Convolutional Sequences
    P. He, W. Huang, Y. Qiao, C. C. Loy, X. Tang
    in Proceedings of AAAI Conference on Artificial Intelligence, 2016 (AAAI, Oral)
    [PDF] [arXiv]
  16. Towards Robust Color Recovery for High-Capacity Color QR Codes
    Z. Yang, Z. Cheng, C. C. Loy, W. C. Lau, C. M. Li, G. Li
    in Proceedings of IEEE International Conference on Image Processing, 2016 (ICIP)
    [PDF] [Project Page]

2015

Journal

  1. Image Super-Resolution Using Deep Convolutional Networks
    C. Dong, C. C. Loy, K. He, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, no. 2, pp. 295-307, 2015 (TPAMI)
    [DOI] [PDF] [Supplementary Material] [Project Page]
  2. Learning from Multiple Sources for Video Summarisation
    X. Zhu, C. C. Loy, S. Gong
    International Journal of Computer Vision, vol. 117, no. 3, pp. 247–268, 2015 (IJCV)
    [DOI] [PDF] [arXiv] [Project Page]
  3. Constrained Clustering with Imperfect Oracles
    X. Zhu, C. C. Loy, S. Gong
    IEEE Transactions on Neural Networks and Learning Systems, 2015 (TNNLS)
    [DOI] [PDF] [Project Page]

Conference

  1. From Facial Part Responses to Face Detection: A Deep Learning Approach
    S. Yang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of International Conference on Computer Vision, pp. 3676-3684, 2015 (ICCV)
    [PDF] [arXiv] [Project Page]
  2. Semantic Image Segmentation via Deep Parsing Network
    Z. Liu, X. Li, P. Luo, C. C. Loy, X. Tang
    in Proceedings of International Conference on Computer Vision, pp. 1377-1385, 2015 (ICCV, Oral)
    [PDF] [arXiv] [Project Page]
  3. Compression Artifacts Reduction by a Deep Convolutional Network
    C. Dong, Y. Deng, C. C. Loy, X. Tang
    in Proceedings of International Conference on Computer Vision, pp. 576-584, 2015 (ICCV)
    [PDF] [arXiv] [Project Page]
  4. Learning Social Relation Traits from Face Images
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of International Conference on Computer Vision, pp. 3631-3639, 2015 (ICCV)
    [PDF] [arXiv] [Supplementary Material] [Project Page]
  5. Deeply Learned Attributes for Crowded Scene Understanding
    J. Shao, K. Kang, C. C. Loy, X. Wang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 4657-4666, 2015 (CVPR, Oral)
    [PDF] [Project Page]
  6. Face Alignment by Coarse-to-Fine Shape Searching
    S. Zhu, C. Li, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 4998-5006, 2015 (CVPR)
    [PDF] [Project Page]
  7. A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
    L. Yang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 3973-3981, 2015 (CVPR)
    [PDF] [arXiv] [Project Page]
  8. DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection
    W. Ouyang, X. Wang, X. Zeng, S. Qiu, P. Luo, Y. Tian, H. Li, S. Yang, Z. Wang, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 2403-2412, 2015 (CVPR, Winning approach in ILSVRC2014 detection task)
    [PDF] [Project Page]
  9. Deep Representation Learning with Target Coding
    S. Yang, P. Luo, C. C. Loy, K. W. Shum, X. Tang
    in Proceedings of AAAI Conference on Artificial Intelligence, 2015 (AAAI, Oral, nominated as easily accessible paper)
    [PDF] [Supplementary Material] [Project Page]

Technical Report

  1. Towards Arbitrary-View Face Alignment by Recommendation Trees
    S. Zhu, C. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1511.06627, 2015
    [arXiv]
  2. An Empirical Study of Recent Face Alignment Methods
    H. Yang, X. Jia, C. C. Loy, P. Robinson
    Technical report, arXiv:1511.05049, 2015
    [arXiv] [Project Page]
  3. Boosting Optical Character Recognition: A Super-Resolution Approach
    C. Dong, X. Zhu, Y. Deng, C. C. Loy, Y. Qiao
    Technical report, arXiv:1506.02211, 2015 (Winning approach in ICDAR Competition on Text Image Super-Resolution)
    [PDF]

2014

Book Chapter

  1. Person Re-Identification
    S. Gong, M. Cristani, S. Yan, C. C. Loy (Eds.)
    Springer, January 2014
    [DOI] [Preface] [Introduction]
  2. The Re-Identification Challenge
    S. Gong, M. Cristani, C. C. Loy and T. Hospedales
    In Gong, Cristani, Yan, Loy (Eds.), Person Re-Identification, Springer, January 2014
    [PDF]
  3. Evaluating Feature Importance for Re-Identification
    C. Liu, S. Gong, C. C. Loy, X. Lin
    In Gong, Cristani, Yan, Loy (Eds.), Person Re-Identification, Springer, January 2014
    [PDF]

Journal

  1. On-the-fly Feature Importance Mining for Person Re-Identification
    C. Liu, S. Gong, and C. C. Loy
    Pattern Recognition, vol. 47, no. 4, pp. 1602-1615, 2014 (PR)
    [DOI] [PDF] [Project Page]

Conference

  1. Learning a Deep Convolutional Network for Image Super-Resolution
    C. Dong, C. C. Loy, K. He, X. Tang
    in Proceedings of European Conference on Computer Vision, pp 184-199, 2014 (ECCV)
    [PDF] [Supplementary Material] [Project Page]
  2. Facial Landmark Detection by Deep Multi-task Learning
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, pp. 94-108, 2014 (ECCV)
    [PDF] [arXiv] [Project Page]
  3. Scene-Independent Group Profiling in Crowd
    J. Shao, C. C. Loy, X. Wang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 2227-2234, 2014 (CVPR, Oral)
    [PDF] [Demo] [Project Page]
  4. Constructing Robust Affinity Graphs for Spectral Clustering
    X. Zhu, C. C. Loy, S. Gong
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1450-1457, 2014 (CVPR)
    [PDF] [Poster] [Project Page]
  5. Pedestrian Attribute Recognition At Far Distance
    Y. Deng, P. Luo, C. C. Loy, X. Tang
    ACM Multimedia, pp. 789-792, 2014 (ACM MM)
    [PDF] [arXiv] [Project Page]
  6. Crowd Saliency Detection via Global Similarity Structure
    M. K. Lim, V. J. Kok, C. C. Loy, and C. S. Chan
    in Proceedings of International Conference on Pattern Recognition, pp. 3957-3962, 2014 (ICPR, Oral)
    [PDF]

Technical Report

  1. Transferring Landmark Annotations for Cross-Dataset Face Alignment
    S. Zhu, C. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1409.0602, 2014
    [PDF] [Project Page]

2009-2013

Book Chapter

  1. Crowd Counting and Profiling: Methodology and Evaluation
    C. C. Loy, K. Chen, S. Gong, T. Xiang
    in S. Ali, K. Nishino, D. Manocha, and M. Shah (Eds.), Modeling, Simulation and Visual Analysis of Crowds, Springer, vol. 11, pp. 347-382, 2013
    [DOI] [PDF]
  2. Security and Surveillance
    S. Gong, C. C. Loy, T. Xiang
    in T. Moeslund, A. Hilton, V. Krueger, L. Sigal (Eds.), Visual Analysis of Humans: Looking at People, Springer, pp. 455-472, 2011
    [DOI] [PDF]

Journal

  1. Incremental Activity Modelling in Multiple Disjoint Cameras
    C. C. Loy, T. Xiang, S. Gong
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 9, pp. 1799-1813, 2012 (TPAMI)
    [DOI] [PDF] [Project Page]
  2. Detecting and Discriminating Behavioural Anomalies
    C. C. Loy, T. Xiang, S. Gong
    Pattern Recognition, vol. 44, no. 1, pp. 117-132, 2011 (PR)
    [DOI] [PDF]
  3. Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding
    C. C. Loy, T. Xiang, S. Gong
    International Journal of Computer Vision, vol. 90, no. 1, pp. 106-129, 2010 (IJCV)
    [DOI] [PDF] [Project Page]

Conference

  1. Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles
    X. Zhu, C. C. Loy, S. Gong
    in Proceedings of IEEE International Conference on Data Mining, pp. 1307-1312, 2013 (ICDM)
    [PDF] [Project Page]
  2. Video Synopsis by Heterogeneous Multi-Source Correlation
    X. Zhu, C. C. Loy, S. Gong
    in Proceedings of IEEE International Conference on Computer Vision, pp. 81-88, 2013 (ICCV)
    [PDF] [Poster] [Project Page]
  3. POP: Person Re-Identification Post-Rank Optimisation
    C. Liu, C. C. Loy, S. Gong, G. Wang
    in Proceedings of IEEE International Conference on Computer Vision, pp. 441-448, 2013 (ICCV)
    [PDF] [Poster] [Project Page]
  4. From Semi-Supervised to Transfer Counting of Crowds
    C. C. Loy, S. Gong, T. Xiang
    in Proceedings of IEEE International Conference on Computer Vision, pp. 2256-2263, 2013 (ICCV)
    [PDF] [Poster] [Project Page]
  5. Person Re-Identification by Manifold Ranking
    C. C. Loy, C. Liu, S. Gong
    in Proceedings of IEEE International Conference on Image Processing, pp. 3567-3571, 2013 (ICIP)
    [PDF] [Poster] [Project Page]
  6. Cumulative Attribute Space for Age and Crowd Density Estimation
    K. Chen, S. Gong, T. Xiang, and C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 2467-2474, 2013 (CVPR, Oral)
    [PDF] [Poster] [Project Page]
  7. Person Re-Identification: What Features are Important?
    C. Liu, S. Gong, C. C. Loy, X. Lin
    in Proceedings of European Conference on Computer Vision, International Workshop on Re-Identification, pp. 391-401, 2012 (ECCVW)
    [PDF] [Project Page]
  8. Feature Mining for Localised Crowd Counting
    K. Chen, C. C. Loy, S. Gong, T. Xiang
    in Proceedings of British Machine Vision Conference, 2012 (BMVC)
    [PDF] [Extended Abstract] [Poster] [Project Page]
  9. Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies
    X. Zhu, S. Gong, and C. C. Loy
    in Proceedings of British Machine Vision Conference, 2012 (BMVC)
    [PDF] [Extended Abstract] [Poster]
  10. Stream-based Joint Exploration-Exploitation Active Learning
    C. C. Loy, T. M. Hospedales, T. Xiang, S. Gong
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1560-1567, 2012 (CVPR, Oral)
    [PDF] [Project Page]
  11. Salient Motion Detection in Crowded Scenes
    C. C. Loy, T. Xiang, S. Gong
    in Proceedings of International Symposium on Communications, Control and Signal Processing, pp. 1-4, 2012
    [PDF]
  12. Activity Understanding and Unusual Event Detection in Surveillance Videos
    C. C. Loy
    PhD Thesis, Queen Mary University of London, 2010
    [PDF]
  13. Stream-based Active Unusual Event Detection
    C. C. Loy, T. Xiang, S. Gong
    in Proceedings of Asian Conference on Computer Vision, pp. 161-175, 2010 (ACCV, Oral)
    [PDF]
  14. Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model
    C. C. Loy, T. Xiang, S. Gong
    in Proceedings of International Conference on Computer Vision, pp. 120-127, 2009 (ICCV, Oral)
    [PDF] [Project Page]
  15. Modelling Multi-object Activity by Gaussian Processes
    C. C. Loy, T. Xiang, S. Gong
    in Proceedings of British Machine Vision Conference, 2009 (BMVC)
    [PDF] [Extended Abstract] [Poster]
  16. Surveillance Video Behaviour Profiling and Anomaly Detection
    C. C. Loy, T. Xiang, S. Gong
    in Proceedings of Society of Photo-Optical Instrumentation Engineers Conference Series, 2009
  17. Multi-Camera Activity Correlation Analysis
    C. C. Loy, T. Xiang, S. Gong
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1988-1995, 2009 (CVPR, Oral)
    [PDF] [Project Page]