Publications

Thesis

1. Activity Understanding and Unusual Event Detection in Surveillance Videos
   C. C. Loy
   PhD Thesis, Queen Mary University of London, 2010
   PDF

Edited Book / Special Issue

1. Deep Learning for Face Analysis
   C. C. Loy, X. Liu, T.-K. Kim, F. De la Torre, R. Chellappa (Eds.)
   International Journal of Computer Vision, May 2019
   Editorial
2. Image and Video Understanding in Big Data
   V. Murino, S. Gong, C. C. Loy, L. Bazzani (Eds.)
   Computer Vision and Image Understanding, Volume 156, Pages 1-186, March 2017
   DOI Editorial
3. Person Re-Identification
   S. Gong, M. Cristani, S. Yan, C. C. Loy (Eds.)
   Springer, January 2014
   DOI Preface Introduction

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
3. The Re-Identification Challenge [A Survey]
   S. Gong, M. Cristani, C. C. Loy and T. Hospedales
   In Gong, Cristani, Yan, Loy (Eds.), Person Re-Identification, Springer, January 2014
   PDF
4. 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
5. 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
6. Security and Surveillance
   S. Gong, C. C. Loy, and 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. 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 Technical Report
2. 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 Technical Report
3. 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 Technical Report Project Page
4. 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 Technical Report
5. 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)
   Technical Report Project Page
6. 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 Technical Report Project Page
7. 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 Technical Report
8. 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
9. 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
10. 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
11. Crowded Scene Understanding by Deeply Learned Volumetric Slices
    J. Shao, C. C. Loy, X. Wang
    IEEE Transactions on Circuits and Systems for Video Technology, 2016 (TCVST)
    DOI
12. Learning Scene-Independent Group Descriptors for Crowd Understanding
    J. Shao, C. C. Loy, X. Wang
    IEEE Transactions on Circuits and Systems for Video Technology, 2016 (TCVST)
    Preprint
13. 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 Preprint Project Page | Codes
14. 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 Technical Report Project Page
15. 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 | Codes
16. Constrained Clustering with Imperfect Oracles
    X. Zhu, C. C. Loy, and S. Gong
    IEEE Transactions on Neural Networks and Learning Systems, 2015 (TNNLS)
    DOI PDF Project Page
17. 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
18. Incremental Activity Modelling in Multiple Disjoint Cameras
    C. C. Loy, T. Xiang, and S. Gong
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 9, pp. 1799-1813, 2012 (TPAMI)
    DOI PDF Project Page | Codes
19. Detecting and Discriminating Behavioural Anomalies
    C. C. Loy, T. Xiang, and S. Gong
    Pattern Recognition, vol. 44, no. 1, pp. 117-132, 2011 (PR)
    DOI PDF
20. Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding
    C. C. Loy, T. Xiang, and S. Gong
    International Journal of Computer Vision, vol. 90, no. 1, pp. 106-129, 2010 (IJCV)
    DOI PDF Project Page | Codes
21. Authenticating the Identity of Computer Users with Typing Biometrics and the Fuzzy Min-Max Neural Network
    A. Quteishat, C. P. Lim, C. C. Loy, and W. K. Lai
    Special Issue on Biometrics and Its Applications, International Journal of Biomedical Soft Computing and Human Sciences, vo. 14, no. 1, pp. 47-53, 2008
    PDF

Conference

1. 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)
   
2. 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 Technical Report Supplementary Material
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 Technical Reports Project Page | Codes Supplementary Material
4. 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 Technical Report Project Page | Codes
5. 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 Technical Report Supplementary Material Project Page | Codes
6. 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 Technical Report Project Page | Codes
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 Technical Report Project Page
8. 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, Winning entry of COCO 2018 Challenge - object detection task)
   PDF Technical Report Project Page | Codes
9. 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 Technical Report Project Page | Codes
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 Technical Report Supplementary Material Project Page | Codes
11. 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 Technical Report Project Page
12. 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 Technical Report Supplementary Material 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 Technical Report Project Page | Codes
14. 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 | Codes
15. 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 Technical Report Project Page | Codes
16. 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 Technical Report Project Page | Codes
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 Technical Report Project Page | Codes
18. 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 Technical Report Project Page | Codes
19. 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 Technical Report
20. 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 Technical Report Project Page | Codes
21. 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 Technical Report Project Page
22. 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 Technical Report Supplementary Material Project Page YouTube
23. 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 | Codes
24. 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 Technical Report Project Page
25. 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 Supplementary Material Project Page
26. Aesthetic-Driven Image Enhancement by Adversarial Learning
    Y. Deng, C. C. Loy, X. Tang
    ACM Multimedia, 2018 (ACM MM)
    PDF Technical Report Project Page | Codes
27. 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 Technical Report Project Page YouTube
28. 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 Technical Report Project Page | Codes
29. 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 Technical Report Project Page | Codes
30. 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 Technical Report Project Page | Codes
31. 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 Technical Report Project Page | Codes YouTube
32. 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
33. 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 Technical Report Project Page | Codes
34. 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 Technical Report Project Page
35. 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 | Codes
36. 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 Technical Report Project Page
37. 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 Technical Report Project Page
38. 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 Technical Report Project Page
39. 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 Technical Report Project Page
40. 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 Technical Report Project Page
41. Local Similarity-Aware Deep Feature Embedding
    C. Huang, C. C. Loy, X. Tang
    in Proceedings of Neural Information Processing Systems, 2016 (NIPS)
    PDF Technical Report
42. Pedestrian Color Naming via Convolutional Neural Network
    Z. Cheng, X. Li, and C. C. Loy
    in Proceedings of Asian Conference on Computer Vision, 2016 (ACCV, Oral, Best Application Paper Honorable Mention)
    PDF Project Page
43. 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 Technical Report Supplementary Material Project Page | Codes
44. 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
45. 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 | Codes
46. 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
47. 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 Technical Report Project Page | Codes
48. 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
49. 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 Technical Report Leaderboard | Dataset
50. 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 Project Page | Codes
51. 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 | Codes
52. 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 | Codes
53. 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
54. 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 | Codes
55. 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 Technical Report
56. 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
57. 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 Technical Report Supplementary Material Project Page
58. 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 Technical Report Supplementary Material Project Page
59. 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 Technical Report Project Page
60. 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 Technical Report Project Page | Codes
61. 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 | Codes
62. 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 | Codes
63. 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 Technical Report Project Page Model@Caffe
64. 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, 2403-2412, 2015 (CVPR, Winning approach in ILSVRC2014 detection task)
    PDF Project Page | Codes
65. 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 | Codes
66. 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 | Codes
67. 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 Technical Report Project Page | Codes
68. 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 | Codes
69. 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 | Codes
70. Pedestrian Attribute Recognition At Far Distance
    Y. Deng, P. Luo, C. C. Loy, X. Tang
    ACM Multimedia, pp. 789-792, 2014 (ACM MM)
    PDF Technical Report Project Page
71. 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 Project Page
72. Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles
    X. Zhu, C. C. Loy, and S. Gong
    in Proceedings of IEEE International Conference on Data Mining, pp. 1307-1312, 2013 (ICDM)
    PDF Project Page
73. Video Synopsis by Heterogeneous Multi-Source Correlation
    X. Zhu, C. C. Loy, and S. Gong
    in Proceedings of IEEE International Conference on Computer Vision, pp. 81-88, 2013 (ICCV)
    PDF Poster Project Page
74. 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
75. From Semi-Supervised to Transfer Counting of Crowds
    C. C. Loy, S. Gong, and T. Xiang
    in Proceedings of IEEE International Conference on Computer Vision, pp. 2256-2263, 2013 (ICCV)
    PDF Poster Project Page
76. Person Re-Identification by Manifold Ranking
    C. C. Loy, C. Liu, and S. Gong
    in Proceedings of IEEE International Conference on Image Processing, pp. 3567-3571, 2013 (ICIP)
    PDF Poster Project Page | Codes
77. 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
78. Feature Mining for Localised Crowd Counting
    K. Chen, C. C. Loy, S. Gong, and T. Xiang
    in Proceedings of British Machine Vision Conference, 2012 (BMVC)
    PDF Extended Abstract Poster Project Page
79. 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
80. Stream-based Joint Exploration-Exploitation Active Learning
    C. C. Loy, T. M. Hospedales, T. Xiang, and S. Gong
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1560-1567, 2012 (CVPR, Oral)
    PDF Project Page | Codes
81. Stream-based Active Unusual Event Detection
    C. C. Loy, T. Xiang, and S. Gong
    in Proceedings of Asian Conference on Computer Vision, pp. 161-175, 2010 (ACCV, Oral)
    PDF
82. Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model
    C. C. Loy, T. Xiang, and S. Gong
    in Proceedings of International Conference on Computer Vision, pp. 120-127, 2009 (ICCV, Oral)
    PDF Project Page | Codes
83. Modelling Multi-object Activity by Gaussian Processes
    C. C. Loy, T. Xiang, and S. Gong
    in Proceedings of British Machine Vision Conference, 2009 (BMVC)
    PDF Extended Abstract Poster
84. Multi-Camera Activity Correlation Analysis
    C. C. Loy, T. Xiang, and S. Gong
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1988-1995, 2009 (CVPR, Oral)
    PDF Project Page | Codes
85. Robust Modular ARTMAP for Multi-Class Shape Recognition
    C. P. Tan, C. C. Loy, W. K. Lai, and C. P. Lim
    in Proceedings of IEEE International Joint Conference on Neural Networks, pp. 2405-2412, 2008 (IJCNN)
86. Keystroke Patterns Classification using the ARTMAP-FD Neural Network
    C. C. Loy, W. K. Lai, and C. P. Lim
    in Proceedings of International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 61-64, 2007 (IIHMSP)
    PDF
87. Use of Circle-Segments as a Data Visualization Technique for Feature Selection in Pattern Classification
    S. L. Wang, C. C. Loy, C. P. Lim, W. K. Lai, and K. S. Tan
    in Proceedings of International Conference on Neural Information Processing, pp. 625-634, 2007 (ICONIP)
    PDF
88. Investigation into the Use of N-grams for Ovarian Cancer Identification
    Z. Z. Sharifah, C. C. Loy, S. Y. Tai, and W. K. Lai
    in Proceedings of International Conference of Artificial Intelligence in Engineering and Technology, 2006
89. Dimensionality Reduction of Protein Mass Spectrometry Data Using Random Projection
    C. C. Loy, W. K. Lai, and C. P. Lim
    in Proceedings of International Conference on Neural Information Processing, pp. 776-785, 2006 (ICONIP)
    PDF
90. Pressure-based Typing Biometrics User Authentication Using The Fuzzy ARTMAP Neural Network
    C. C. Loy, C. P. Lim, and W. K. Lai
    in Proceedings of International Conference on Neural Information Processing, 2005 (ICONIP)
    PDF

Technical Report

1. 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
   Technical report, arXiv:2001.06826, 2020
   Technical Report Project Page
2. 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
   Technical Report Project Page
3. DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
   L. Jiang, W. Wu, R. Li, C. Qian, C. C. Loy
   Technical report, arXiv:2001.03024, 2020
   Technical Report Project Page
4. EcoNAS: Finding Proxies for Economical Neural Architecture Search
   D. Zhou, X. Zhou, W. Zhang, C. C. Loy, S. Yi, X. Zhang, W. Ouyang
   Technical report, arXiv:2001.01233, 2020
   Technical Report
5. 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
   Technical report, arXiv:1912.04260, 2019
   Technical Report
6. Learning to Synthesize Fashion Textures
   W. Shi, T.-W. Hui, Z. Liu, D. Lin, C. C. Loy
   Technical report, arXiv:1911.07472, 2019
   Technical Report
7. Feature Matters: A Stage-by-Stage Approach for Knowledge Transfer
   M. Gao, Y. Shen, Q. Li, C. C. Loy, X. Tang
   Technical report, arXiv:1812.01819, 2018
   Technical Report
8. MMDetection: Open MMLab Detection Toolbox and Benchmark
   K. Chen, J. Wang, J. Pang, Y. Cao, Y. Xiong, X. Li, S. Sun, W. Feng, Z. Liu, J. Xu, Z. Zhang, D. Cheng, C. Zhu, T. Cheng, Q. Zhao, B. Li, X. Lu, R. Zhu, Y. Wu, J. Dai, J. Wang, J. Shi, W. Ouyang, C. C. Loy, D. Lin
   Technical report, arXiv:1906.07155, 2019
   Technical Report Project Page
9. CARAFE: Content-Aware ReAssembly of FEatures
   J. Wang, K. Chen, R. Xu, Z. Liu, C. C. Loy, D. Lin
   Technical report, arXiv:1905.02188, 2019
   Technical Report
10. Path-Restore: Learning Network Path Selection for Image Restoration
    K. Yu, X. Wang, C. Dong, X. Tang, C. C. Loy
    Technical report, arXiv:1904.10343, 2019
    Technical Report Project Page
11. Prime Sample Attention in Object Detection
    Y. Cao, K. Chen, C. C. Loy, D. Lin
    Technical report, arXiv:1904.04821, 2019
    Technical Report
12. A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization
    T.-W. Hui, X. Tang, C. C. Loy
    Technical report, arXiv:1903.07414, 2019
    Technical Report Project Page
13. Unsupervised Bi-directional Flow-based Video Generation from one Snapshot
    L. Sheng, J. Pan, J. Guo, J. Shao, X. Wang, C. C. Loy
    Technical report, arXiv:1903.00913, 2019
    Technical Report
14. WIDER Face and Pedestrian Challenge 2018: Methods and Results
    C. C. Loy, D. Lin, W. Ouyang, Y. Xiong, S. Yang, Q. Huang, D. Zhou, W. Xia, Q. Li, P. Luo, J. Yan, et al.
    Technical report, arXiv:1902.06854, 2019
    Technical Report
15. 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
    Technical report, arXiv:1901.07518, 2019 (Winning entry of COCO 2018 Challenge - object detection task)
    Technical Report Project Page | Codes
16. Region Proposal by Guided Anchoring
    J. Wang, K. Chen, S. Yang, C. C. Loy, D. Lin
    Technical report, arXiv:1901.03278, 2019
    Technical Report Project Page | Codes
17. Deep Network Interpolation for Continuous Imagery Effect Transition
    X. Wang, K. Yu, C. Dong, X. Tang, C. C. Loy
    Technical report, arXiv:1811.10515, 2018
    Technical Report Project Page
18. Improving On-policy Learning with Statistical Reward Accumulation
    Y. Deng, K. Yu, D. Lin, X. Tang, C. C. Loy
    Technical report, arXiv:1809.02387, 2018
    Technical Report Project Page
19. Non-Local Recurrent Network for Image Restoration
    D. Liu, B. Wen, Y. Fan, C. C. Loy, T. S. Huang
    Technical report, arXiv:1806.02919, 2018
    Technical Report Project Page | Codes
20. Deep Imbalanced Learning for Face Recognition and Attribute Prediction
    C. Huang, Y. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1806.00194, 2018
    Technical Report
21. Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation
    X. Li, C. C. Loy
    Technical report, arXiv:1803.04242, 2018
    Technical Report
22. Aesthetic-Driven Image Enhancement by Adversarial Learning
    Y. Deng, C. C. Loy, X. Tang
    Technical report, arXiv:1707.05251, 2017
    Technical Report Project Page | Codes
23. Merge or Not? Learning to Group Faces via Imitation Learning
    Y. He, K. Cao, C. Li, C. C. Loy
    Technical report, arXiv:1707.03986, 2017
    Technical Report Project Page
24. Face Detection through Scale-Friendly Deep Convolutional Networks
    S. Yang, Y. Xiong, C. C. Loy, X. Tang
    Technical report, arXiv:1706.02863, 2017
    Technical Report
25. 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
    Technical report, arXiv:1704.06447, 2017
    Technical Report
26. Faceness-Net: Face Detection through Deep Facial Part Responses
    S. Yang, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1701.08393, 2017
    Technical Report
27. PolyNet: A Pursuit of Structural Diversity in Very Deep Networks
    X. Zhang, Z. Li, C. C. Loy, D. Lin
    Technical report, arXiv:1611.05725, 2016
    Technical Report Project Page
28. Image Aesthetic Assessment: An Experimental Survey
    Y. Deng, C. C. Loy, X. Tang
    Technical report, arXiv:1610.00838, 2016
    PDF Project Page
29. From Facial Expression Recognition to Interpersonal Relation Prediction
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1609.06426, 2016
    Technical Report Project Page
30. Deep Convolution Networks for Compression Artifacts Reduction
    K. Yu, C. Dong, C. C. Loy, X. Tang
    Technical report, arXiv:1608.02778, 2016
    Technical Report Project Page | Codes
31. Deep Learning Markov Random Field for Semantic Segmentation
    Z. Liu, X. Li, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1606.07230, 2016
    Technical Report Project Page
32. Discriminative Sparse Neighbor Approximation for Imbalanced Learning
    C. Huang, C. C. Loy, X. Tang
    Technical report, arXiv:1602.01197, 2016
    Technical Report
33. WIDER FACE: A Face Detection Benchmark
    S. Yang, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1511.06523, 2015
    Technical Report Leaderboard | Dataset
34. Towards Arbitrary-View Face Alignment by Recommendation Trees
    S. Zhu, C. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1511.06627, 2015
    Technical Report
35. An Empirical Study of Recent Face Alignment Methods
    H. Yang, X. Jia, C. C. Loy, P. Robinson
    Technical report, arXiv:1511.05049, 2015
    Technical Report Project Page
36. Reading Scene Text in Deep Convolutional Sequences
    P. He, W. Huang, Y. Qiao, C. C. Loy, X. Tang
    Technical report, arXiv:1506.04395, 2015
    Technical Report
37. 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)
    Technical Report
38. Compression Artifacts Reduction by a Deep Convolutional Network
    C. Dong, Y. Deng, C. C. Loy, X. Tang
    Technical report, arXiv:1504.06993, 2015
    Technical Report Project Page | Codes
39. Image Super-Resolution Using Deep Convolutional Networks
    C. Dong, C. C. Loy, K. He, X. Tang
    Technical report, arXiv:1501.00092, 2015
    Technical Report Supplementary Material Project Page | Codes
40. Learning Deep Representation for Face Alignment with Auxiliary Attributes
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1408.3967, 2014
    Technical Report Project Page | Codes
41. Transferring Landmark Annotations for Cross-Dataset Face Alignment
    S. Zhu, C. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1409.0602, 2014
    Technical Report Project Page
42. DeepID-Net: Multi-stage and Deformable Deep Convolutional Neural Network for Generic Object Detection
    W. Ouyang, P. Luo, X. Zeng, S. Qiu, Y. Tian, H. Li, S. Yang, Z. Wang, Y. Xiong, C. Qian, Z. Zhu, R. Wang, C. C. Loy, X. Wang, X. Tang
    Technical report, arXiv:1409.3505, 2014
    Technical Report Project Page

Workshop

1. 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, Winning approach of all four tracks in the NTIRE 2019 video restoration and enhancement challenges)
   Technical Report Project Page | Codes
2. 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
3. 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 (Champion, Region 3 in the PIRM2018-SR Challenge, ECCV)
   Technical Report Project Page | Codes
4. 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 (Winning approach in DAVIS Challenge 2017, CVPR)
   PDF Technical Report Project Page
5. 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 (Re-Id @ ECCV)
   PDF Project Page
6. Salient Motion Detection in Crowded Scenes
   C. C. Loy, T. Xiang, and S. Gong
   in Proceedings of International Symposium on Communications, Control and Signal Processing, pp. 1-4, 2012
   PDF
7. From Local Temporal Correlation to Global Anomaly Detection
   C. C. Loy, T. Xiang, and S. Gong
   in Proceedings of European Conference on Computer Vision, International Workshop on Machine Learning for Vision-based Motion Analysis, 2008 (MLVMA @ ECCV)
   
8. Modular ARTMAP for Multi-Class Pattern Recognition
   C. C. Loy, C. P. Tan, W. K. Lai
   in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2007
9. Needle in a Data Haystack: Finding Similarities in High-Dimensional Data
   W. K. Lai, A. Z. Fatimah, and C. C. Loy
   in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2006
10. Classification of Computer System Users through Keystroke Dynamics
    C. C. Loy, I. Hanum, C. P. Lim, W. K. Lai
    in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2005
11. The Development of a Pressure-based Typing Biometrics User Authentication System
    C. C. Loy, C. P. Lim, W. K. Lai
    ASEAN Virtual Instrumentation Applications Contest, 2005
    PDF

Invited Paper

1. Surveillance Video Behaviour Profiling and Anomaly Detection
   C. C. Loy, T. Xiang, and S. Gong
   in Proceedings of Society of Photo-Optical Instrumentation Engineers Conference Series, 2009
   

2020

1. 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
   Technical report, arXiv:2001.06826, 2020
   Technical Report Project Page
2. DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
   L. Jiang, W. Wu, R. Li, C. Qian, C. C. Loy
   Technical report, arXiv:2001.03024, 2020
   Technical Report Project Page
3. 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
   Technical Report Project Page
4. EcoNAS: Finding Proxies for Economical Neural Architecture Search
   D. Zhou, X. Zhou, W. Zhang, C. C. Loy, S. Yi, X. Zhang, W. Ouyang
   Technical report, arXiv:2001.01233, 2020
   Technical Report
5. 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)
   

2019

1. 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
   Technical report, arXiv:1912.04260, 2019
   Technical Report
2. 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 Technical Report Supplementary Material
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 Technical Reports Project Page | Codes Supplementary Material
4. 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 Technical Report Project Page | Codes
5. 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 Technical Report Supplementary Material Project Page | Codes
6. 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 Technical Report Project Page | Codes
7. MMDetection: Open MMLab Detection Toolbox and Benchmark
   K. Chen, J. Wang, J. Pang, Y. Cao, Y. Xiong, X. Li, S. Sun, W. Feng, Z. Liu, J. Xu, Z. Zhang, D. Cheng, C. Zhu, T. Cheng, Q. Zhao, B. Li, X. Lu, R. Zhu, Y. Wu, J. Dai, J. Wang, J. Shi, W. Ouyang, C. C. Loy, D. Lin
   Technical report, arXiv:1906.07155, 2019
   Technical Report Project Page
8. 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 Technical Report
9. 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
10. Path-Restore: Learning Network Path Selection for Image Restoration
    K. Yu, X. Wang, C. Dong, X. Tang, C. C. Loy
    Technical report, arXiv:1904.10343, 2019
    Technical Report Project Page
11. Prime Sample Attention in Object Detection
    Y. Cao, K. Chen, C. C. Loy, D. Lin
    Technical report, arXiv:1904.04821, 2019
    Technical Report
12. A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization
    T.-W. Hui, X. Tang, C. C. Loy
    Technical report, arXiv:1903.07414, 2019
    Technical Report Project Page
13. Learning to Synthesize Fashion Textures
    W. Shi, T.-W. Hui, Z. Liu, D. Lin, C. C. Loy
    Technical report, arXiv:1911.07472, 2019
    Technical Report
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, Winning approach of all four tracks in the NTIRE 2019 video restoration and enhancement challenges)
    Technical Report Project Page | Codes
15. 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 Technical Report Project Page
16. 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, Winning entry of COCO 2018 Challenge - object detection task)
    PDF Technical Report Project Page | Codes
17. 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 Technical Report Project Page | Codes
18. 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 Technical Report Supplementary Material Project Page | Codes
19. 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 Technical Report Project Page
20. 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 Technical Report Supplementary Material Project Page
21. 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 Technical Report Project Page | Codes
22. 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 | Codes
23. 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 Technical Report Project Page | Codes
24. Unsupervised Bi-directional Flow-based Video Generation from one Snapshot
    L. Sheng, J. Pan, J. Guo, J. Shao, X. Wang, C. C. Loy
    Technical report, arXiv:1903.00913, 2019
    Technical Report
25. WIDER Face and Pedestrian Challenge 2018: Methods and Results
    C. C. Loy, D. Lin, W. Ouyang, Y. Xiong, S. Yang, Q. Huang, D. Zhou, W. Xia, Q. Li, P. Luo, J. Yan, et al.
    Technical report, arXiv:1902.06854, 2019
    Technical Report
26. 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 Technical Report Project Page | Codes
27. 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 Technical Report Project Page | Codes
28. Improving On-policy Learning with Statistical Reward Accumulation
    Y. Deng, K. Yu, D. Lin, X. Tang, C. C. Loy
    International Joint Conference on Artificial Intelligence, Workshop on Scaling Up Reinforcement Learning, 2019 (IJCAIW)
    Technical Report Project Page

2018

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 Technical Report Project Page | Codes
2. 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 (Champion, Region 3 in the PIRM2018-SR Challenge, ECCV)
   Technical Report Project Page | Codes
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 (First runner-up, DAVIS Challenge 2018, ECCV)
   PDF Technical Report
4. 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 Technical Report Project Page | Codes
5. 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 Technical Report Project Page
6. 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 Technical Report Supplementary Material Project Page YouTube
7. 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 | Codes
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 Technical Report Project Page
9. 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 Supplementary Material Project Page
10. Aesthetic-Driven Image Enhancement by Adversarial Learning
    Y. Deng, C. C. Loy, X. Tang
    ACM Multimedia, 2018 (ACM MM)
    PDF Technical Report Project Page | Codes
11. Feature Matters: A Stage-by-Stage Approach for Knowledge Transfer
    M. Gao, Y. Shen, Q. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1812.01819, 2018
    Technical Report
12. 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 Technical Report Project Page YouTube
13. 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 Technical Report Project Page | Codes
14. 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 Technical Report Project Page | Codes
15. 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 Technical Report Project Page | Codes
16. 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 Technical Report Project Page | Codes YouTube
17. 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 Technical Report Project Page | Codes
18. 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 Technical Report Project Page
19. 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 Technical Report
20. 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

2017

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 (Winning approach in DAVIS Challenge 2017, CVPR)
   PDF Technical Report Project Page
2. Aesthetic-Driven Image Enhancement by Adversarial Learning
   Y. Deng, C. C. Loy, X. Tang
   Technical report, arXiv:1707.05251, 2017
   Technical Report Project Page | Codes
3. 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 | Codes
4. 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 Technical Report Project Page
5. 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 Technical Report Project Page
6. Face Detection through Scale-Friendly Deep Convolutional Networks
   S. Yang, Y. Xiong, C. C. Loy, X. Tang
   Technical report, arXiv:1706.02863, 2017
   Technical Report
7. 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)
   Technical Report Project Page
8. 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 Technical Report
9. 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 Technical Report Project Page
10. 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
11. 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 Technical Report Project Page
12. 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 Technical Report Project Page
13. 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 Technical Report Project Page
14. 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 Technical Report Project Page
15. 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 Technical Report
16. 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
17. 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

2016

1. PolyNet: A Pursuit of Structural Diversity in Very Deep Networks
   X. Zhang, Z. Li, C. C. Loy, D. Lin
   Technical report, arXiv:1611.05725, 2016
   Technical Report Project Page
2. Local Similarity-Aware Deep Feature Embedding
   C. Huang, C. C. Loy, X. Tang
   in Proceedings of Neural Information Processing Systems, 2016 (NIPS)
   PDF Technical Report
3. 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
4. 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 Technical Report Supplementary Material Project Page | Codes
5. 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
6. 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 | Codes
7. 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
8. 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 Technical Report Project Page | Codes
9. 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
10. 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
11. 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 Technical Report Leaderboard | Dataset
12. 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 Project Page | Codes
13. 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 | Codes
14. 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 | Codes
15. 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
16. 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 | Codes
17. 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 Preprint Project Page | Codes
18. 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
19. 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
20. 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)
    Preprint
21. 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 Technical Report
22. 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
23. Image Aesthetic Assessment: An Experimental Survey
    Y. Deng, C. C. Loy, X. Tang
    Technical report, arXiv:1610.00838, 2016
    Technical Report Project Page
24. From Facial Expression Recognition to Interpersonal Relation Prediction
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1609.06426, 2016
    Technical Report Project Page
25. Deep Convolution Networks for Compression Artifacts Reduction
    K. Yu, C. Dong, C. C. Loy, X. Tang
    Technical report, arXiv:1608.02778, 2016
    Technical Report Project Page | Codes
26. Deep Learning Markov Random Field for Semantic Segmentation
    Z. Liu, X. Li, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1606.07230, 2016
    Technical Report Project Page
27. Discriminative Sparse Neighbor Approximation for Imbalanced Learning
    C. Huang, C. C. Loy, X. Tang
    Technical report, arXiv:1602.01197, 2016
    Technical Report

2015

1. WIDER FACE: A Face Detection Benchmark
   S. Yang, P. Luo, C. C. Loy, X. Tang
   Technical report, arXiv:1511.06523, 2015
   Technical Report Leaderboard | Dataset
2. Towards Arbitrary-View Face Alignment by Recommendation Trees
   S. Zhu, C. Li, C. C. Loy, X. Tang
   Technical report, arXiv:1511.06627, 2015
   Technical Report
3. An Empirical Study of Recent Face Alignment Methods
   H. Yang, X. Jia, C. C. Loy, P. Robinson
   Technical report, arXiv:1511.05049, 2015
   Technical Report Project Page
4. 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 Technical Report Project Page
5. 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 Technical Report Supplementary Material Project Page
6. 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 Technical Report Project Page
7. 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 Technical Report Project Page | Codes
8. 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 Technical Report Supplementary Material Project Page
9. 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 | Codes
10. 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 | Codes
11. 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 | Codes
12. 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 Technical Report Project Page Model@Caffe
13. 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 | Codes
14. 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
15. Constrained Clustering with Imperfect Oracles
    X. Zhu, C. C. Loy, and S. Gong
    IEEE Transactions on Neural Networks and Learning Systems, 2015 (TNNLS)
    DOI PDF Project Page
16. 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 | Codes

2014

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 | Codes
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 Technical Report Project Page | Codes
3. 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
4. DeepID-Net: Multi-stage and Deformable Deep Convolutional Neural Network for Generic Object Detection
   W. Ouyang, P. Luo, X. Zeng, S. Qiu, Y. Tian, H. Li, S. Yang, Z. Wang, Y. Xiong, C. Qian, Z. Zhu, R. Wang, C. C. Loy, X. Wang, X. Tang
   Technical report, arXiv:1409.3505, 2014
   PDF Project Page
5. 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 | Codes
6. 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 | Codes
7. Pedestrian Attribute Recognition At Far Distance
   Y. Deng, P. Luo, C. C. Loy, X. Tang
   ACM Multimedia, pp. 789-792, 2014 (ACM MM)
   PDF Technical Report Project Page
8. 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 Project Page
9. 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
10. Person Re-Identification
    S. Gong, M. Cristani, S. Yan, C. C. Loy (Eds.)
    Springer, January 2014
    DOI Preface Introduction
11. The Re-Identification Challenge [A Survey]
    S. Gong, M. Cristani, C. C. Loy and T. Hospedales
    In Gong, Cristani, Yan, Loy (Eds.), Person Re-Identification, Springer, January 2014
    PDF
12. 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

2013

1. Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles
   X. Zhu, C. C. Loy, and 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, and 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, and 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, and S. Gong
   in Proceedings of IEEE International Conference on Image Processing, pp. 3567-3571, 2013 (ICIP)
   PDF Poster Project Page | Codes
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. 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

2012

1. 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 (Re-Id @ ECCV)
   PDF Project Page
2. Feature Mining for Localised Crowd Counting
   K. Chen, C. C. Loy, S. Gong, and T. Xiang
   in Proceedings of British Machine Vision Conference, 2012 (BMVC)
   PDF Extended Abstract Poster Project Page
3. 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
4. Stream-based Joint Exploration-Exploitation Active Learning
   C. C. Loy, T. M. Hospedales, T. Xiang, and S. Gong
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1560-1567, 2012 (CVPR, Oral)
   PDF Project Page | Codes
5. Incremental Activity Modelling in Multiple Disjoint Cameras
   C. C. Loy, T. Xiang, and S. Gong
   IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 9, pp. 1799-1813, 2012 (TPAMI)
   DOI PDF Project Page | Codes
6. Salient Motion Detection in Crowded Scenes
   C. C. Loy, T. Xiang, and S. Gong
   in Proceedings of International Symposium on Communications, Control and Signal Processing, pp. 1-4, 2012
   PDF

2011

1. Security and Surveillance
   S. Gong, C. C. Loy, and 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
2. Detecting and Discriminating Behavioural Anomalies
   C. C. Loy, T. Xiang, and S. Gong
   Pattern Recognition, vol. 44, no. 1, pp. 117-132, 2011 (PR)
   DOI PDF

2010

1. Activity Understanding and Unusual Event Detection in Surveillance Videos
   C. C. Loy
   PhD Thesis, Queen Mary University of London, 2010
   PDF
2. Stream-based Active Unusual Event Detection
   C. C. Loy, T. Xiang, and S. Gong
   in Proceedings of Asian Conference on Computer Vision, pp. 161-175, 2010 (ACCV, Oral)
   PDF
3. Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding
   C. C. Loy, T. Xiang, and S. Gong
   International Journal of Computer Vision, vol. 90, no. 1, pp. 106-129, 2010 (IJCV)
   DOI PDF Project Page | Codes

2009

1. Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model
   C. C. Loy, T. Xiang, and S. Gong
   in Proceedings of International Conference on Computer Vision, pp. 120-127, 2009 (ICCV, Oral)
   PDF Project Page | Codes
2. Modelling Multi-object Activity by Gaussian Processes
   C. C. Loy, T. Xiang, and S. Gong
   in Proceedings of British Machine Vision Conference, 2009 (BMVC)
   PDF Extended Abstract Poster
3. Surveillance Video Behaviour Profiling and Anomaly Detection
   C. C. Loy, T. Xiang, and S. Gong
   in Proceedings of Society of Photo-Optical Instrumentation Engineers Conference Series, 2009
   
4. Multi-Camera Activity Correlation Analysis
   C. C. Loy, T. Xiang, and S. Gong
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1988-1995, 2009 (CVPR, Oral)
   PDF Project Page | Codes

2008

1. From Local Temporal Correlation to Global Anomaly Detection
   C. C. Loy, T. Xiang, and S. Gong
   in Proceedings of European Conference on Computer Vision, International Workshop on Machine Learning for Vision-based Motion Analysis, 2008 (MLVMA @ ECCV)
   
2. Authenticating the Identity of Computer Users with Typing Biometrics and the Fuzzy Min-Max Neural Network
   A. Quteishat, C. P. Lim, C. C. Loy, and W. K. Lai
   Special Issue on Biometrics and Its Applications, International Journal of Biomedical Soft Computing and Human Sciences, vo. 14, no. 1, pp. 47-53, 2008
   PDF
3. Robust Modular ARTMAP for Multi-Class Shape Recognition
   C. P. Tan, C. C. Loy, W. K. Lai, and C. P. Lim
   in Proceedings of IEEE International Joint Conference on Neural Networks, pp. 2405-2412, 2008 (IJCNN)

2007

1. Modular ARTMAP for Multi-Class Pattern Recognition
   C. C. Loy, C. P. Tan, W. K. Lai
   in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2007
2. Keystroke Patterns Classification using the ARTMAP-FD Neural Network
   C. C. Loy, W. K. Lai, and C. P. Lim
   in Proceedings of International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 61-64, 2007 (IIHMSP)
   PDF
3. Use of Circle-Segments as a Data Visualization Technique for Feature Selection in Pattern Classification
   S. L. Wang, C. C. Loy, C. P. Lim, W. K. Lai, and K. S. Tan
   in Proceedings of International Conference on Neural Information Processing, pp. 625-634, 2007 (ICONIP)
   PDF

2006

1. Needle in a Data Haystack: Finding Similarities in High-Dimensional Data
   W. K. Lai, A. Z. Fatimah, and C. C. Loy
   in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2006
2. Investigation into the Use of N-grams for Ovarian Cancer Identification
   Z. Z. Sharifah, C. C. Loy, S. Y. Tai, and W. K. Lai
   in Proceedings of International Conference of Artificial Intelligence in Engineering and Technology, 2006
3. Dimensionality Reduction of Protein Mass Spectrometry Data Using Random Projection
   C. C. Loy, W. K. Lai, and C. P. Lim
   in Proceedings of International Conference on Neural Information Processing, pp. 776-785, 2006 (ICONIP)
   PDF

2005

1. Pressure-based Typing Biometrics User Authentication Using The Fuzzy ARTMAP Neural Network
   C. C. Loy, C. P. Lim, and W. K. Lai
   in Proceedings of International Conference on Neural Information Processing, 2005 (ICONIP)
   PDF
2. The Development of a Pressure-based Typing Biometrics User Authentication System
   C. C. Loy, C. P. Lim, W. K. Lai
   ASEAN Virtual Instrumentation Applications Contest, 2005
   PDF
3. Classification of Computer System Users through Keystroke Dynamics
   C. C. Loy, I. Hanum, C. P. Lim, W. K. Lai
   in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2005