Just Accepted Journal Papers

• Xiaojuan Qi, Zhengzhe Liu, Renjie Liao, Philip H. S. Torr, Raquel Urtasun, Jiaya Jia: GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation. IEEE Trans. Pattern Anal. Mach. Intell. accepted

• Zhuotao Tian, Hengshuang Zhao, Michelle Shu, Zhicheng Yang, Ruiyu Li, Jiaya Jia: Prior Guided Feature Enrichment Network for Few-Shot Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. accepted

• Ying-Cong Chen, Jiaya Jia: Homomorphic Interpolation Network for Unpaired Image-to-image Translation. IEEE Trans. Pattern Anal. Mach. Intell. accepted

​

Book Chapters

• Jiaya Jia: Mathematical Models and Practical Solvers for Uniform Motion Deblurring (in Motion Deblurring: Algorithms and Systems), Cambridge University Press, ISBN: 9781107044364, 2014

 

Papers

2021

• Tao Hu, Liwei Wang, Xiaogang Xu, Shu Liu, Jiaya Jia: Self-Supervised 3D Mesh Reconstruction from Single Images. CVPR 2021

• Pengguang Chen, Shu Liu, Hengshuang Zhao, Jiaya Jia: Distilling Knowledge via Knowledge Review. CVPR 2021

• Zhisheng Zhong, Jiequan Cui, Shu Liu, Jiaya Jia: Improving Calibration for Long-Tailed Recognition. CVPR 2021

• Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia: Scale-aware Automatic Augmentation for Object Detection. CVPR 2021

• Xin Lai, Zhuotao Tian, Li Jiang, Shu Liu, Hengshuang Zhao, Liwei Wang, Jiaya Jia: Semi-supervised Semantic Segmentation with Directional Context-aware Consistency. CVPR 2021

• Liying Lu, Wenbo Li, Xin Tao, Jiangbo Lu, Jiaya Jia: MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution. CVPR 2021

• Yanwei Li, Hengshuang Zhao, Xiaojuan Qi, Liwei Wang, Zeming Li, Jian Sun, Jiaya Jia: Fully Convolutional Networks for Panoptic Segmentation. CVPR 2021

• Pengguang Chen, Shu Liu, Jiaya Jia: Jigsaw Clustering for Unsupervised Visual Representation Learning. CVPR 2021

• Lu Qi, Jason Kuen, Jiuxiang Gu, Zhe Lin, Yi wang, Yukang Chen, Yanwei Li, Jiaya Jia: Multi-Scale Aligned Distillation for Low-Resolution Detection. CVPR 2021

• Wenbo Hu, Hengshuang Zhao, Li Jiang, Jiaya Jia, Tien-Tsin Wong: Bidirectional Projection Network for Cross Dimension Scene Understanding. CVPR 2021

• Jihan Yang*, Shaoshuai Shi*, Zhe Wang, Hongsheng Li, Xiaojuan Qi: ST3D: Self-training for Unsupervised Domain Adaptation on 3D ObjectDetection. CVPR 2021 (Code)

• Mutian Xu*, Runyu Ding*, Hengshuang Zhao, Xiaojuan Qi: PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds. CVPR 2021 (Code)

• Zhengzhe Liu, Xiaojuan Qi, Chi-Wing Fu: 3D-to-2D Distillation for Indoor Scene Parsing. CVPR 2021 (Code)

• Zhengzhe Liu, Xiaojuan Qi, Chi-Wing Fu: One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation. CVPR 2021 (Code)

• Qi Sun, Tinghuan Chen, Siting Liu, Jin Miao, Jianli Chen, Hao Yu, Bei Yu: Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design. DATE 2021 (Best Paper Award Nomination) (Slides)

• Qi Sun, Chen Bai, Hao Geng, Bei Yu: Deep Neural Network Hardware Deployment Optimization via Advanced Active Learning. DATE 2021 (Slides)

​

2020​

• Wenbo Li, Kun Zhou, Lu Qi, Nianjuan Jiang, Jiangbo Lu, Jiaya Jia: LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond. NeurIPS 2020

• Yi Wang, Ying-Cong Chen, Xin Tao, Jiaya Jia: VCNet: A Robust Approach to Blind Image Inpainting. ECCV 2020

• Zetong Yang, Yanan Sun, Shu Liu, Xiaojuan Qi, Jiaya Jia: CN: Channel Normalization For Point Cloud Recognition. ECCV 2020

• Wenbo Li, Xin Tao, Taian Guo, Lu Qi, Jiangbo Lu, Jiaya Jia: MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution. ECCV 2020

• Ruizheng Wu, Xin Tao, Ying-Cong Chen, Xiaoyong Shen, Jiaya Jia: Particularity beyond Commonality: Unpaired Identity Transfer with Multiple References. ECCV 2020

• Ruizheng Wu, Huaijia Lin, Xiaojuan Qi, Jiaya Jia: Memory Selection Network for Video Propagation. ECCV 2020

• Zetong Yang, Yanan Sun, Shu Liu, Jiaya Jia: 3DSSD: Point-based 3D Single Stage Object Detector. CVPR 2020

• Li Jiang, Hengshuang Zhao, Shaoshuai Shi, Shu Liu, Chi-Wing Fu, Jiaya Jia: PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation. CVPR 2020

• Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia: DSGN: Deep Stereo Geometry Network for 3D Object Detection. CVPR 2020 (Supplementary)

• Yingcong Chen, Xiaogang Xu, Jiaya Jia: Domain Adaptive Image-to-image Translation. CVPR 2020 (Supplementary)

• Yi Wang, Yingcong Chen, Xiangyu Zhang, Jian Sun, Jiaya Jia: Attentive Normalization for Conditional Image Generation. CVPR 2020 (Supplementary)

• Hengshuang Zhao, Jiaya Jia, Vladlen Koltun: Exploring Self-attention for Image Recognition. CVPR 2020​

• Wanli Chen, Xinge Zhu, Ruoqi Sun, Junjun He, Ruiyu Li, Xiaoyong Shen, Bei Yu: Tensor Low-Rank Reconstruction for Semantic Segmentation. ECCV 2020 (Paper) (Slides) (Code)​

• Ran Chen, Yong Liu, Mengdan Zhang, Shu Liu, Bei Yu, Yu-Wing Tai: Dive Deeper Into Box for Object Detection. ECCV 2020 (Paper) (Slides)

• Husheng Zhou, Wei Li, Zelun Kong, Junfeng Guo, Yuqun Zhang, Bei Yu, Lingming Zhang, Cong Liu: DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems. ICSE 2020. (Paper)

​

2019

• Xiaogang Xu, Ying-Cong Chen, Jiaya Jia: View Independent Generative Adversarial Network for Novel View Synthesis. ICCV 2019

• Zetong Yang, Yanan Sun, Shu Liu, Xiaoyong Shen, Jiaya Jia: STD: Sparse-to-Dense 3D Object Detector for Point Cloud. ICCV 2019

• Li Jiang, Hengshuang Zhao, Shu Liu, Xiaoyong Shen, Chi-Wing Fu, Jiaya Jia: Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation. ICCV 2019

• Ruizheng Wu, Xin Tao, Xiaodong Gu, Xiaoyong Shen, Jiaya Jia: Attribute-Driven Spontaneous Motion in Unpaired Image Translation. ICCV 2019

• Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia: Fast Point R-CNN. ICCV 2019

• Jiequan Cui, Pengguang Chen, Ruiyu Li, Shu Liu, Xiaoyong Shen, Jiaya Jia: Fast and Practical Neural Architecture Search. ICCV 2019 (Supplementary)

• Huaijia Lin, Xiaojuan Qi, Jiaya Jia: AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation. ICCV 2019

• Shengju Qian, Keqiang Sun, Wayne Wu, Chen Qian, Jiaya Jia: Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Translation. ICCV 2019

• Lu Qi, Li Jiang, Shu Liu, Xiaoyong Shen, Jiaya Jia: Amodal Instance Segmentation with KINS Dataset. CVPR 2019 (Supplementary)

• Hongyun Gao, Xin Tao, Xiaoyong Shen, Jiaya Jia: Dynamic Scene Deblurring with Parameter Selective Sharing and Nested Skip Connections. CVPR 2019

• Ying-Cong Chen, Xiaohui Shen, Zhe Lin, Xin Lu, I-Ming Pao, Jiaya Jia: Semantic Component Decomposition for Face Attribute Manipulation. CVPR 2019 (Supplementary)

• Yi Wang, Xin Tao, Xiaoyong Shen, Jiaya Jia: Wide-Context Semantic Image Extrapolation. CVPR 2019 (Supplementary)

• Ruixing Wang, Qing Zhang, Chi-Wing Fu, Xiaoyong Shen, Wei-Shi Zheng, Jiaya Jia: Underexposed Photo Enhancement using Deep Illumination Estimation. CVPR 2019

• Xinlong Wang, Shu Liu, Xiaoyong Shen, Chunhua Shen, Jiaya Jia: Associatively Segmenting Instances and Semantics in Point Clouds. CVPR 2019

• Hengshuang Zhao, Li Jiang, Chi-Wing Fu, Jiaya Jia: PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing. CVPR 2019

• Xiaojuan Qi, Zhengzhe Liu, Qifeng Chen, Jiaya Jia: 3D Motion Decomposition for RGBD Future Dynamic Scene Synthesis. CVPR 2019

• Zhuotao Tian, Michelle Shu, Pengyuan Lyu, Jiaya Jia: Learning Shape-Aware Embedding for Scene Text Detection. CVPR 2019

• Ying-Cong Chen, Xiaogang Xu, Zhuotao Tian, Jiaya Jia: Homomorphic Latent Space Interpolation for Unpaired Image-to-image Translation. CVPR 2019

• Cewu Lu, Jianping Shi, Weiming Wang, Jiaya Jia: Fast Abnormal Event Detection. International Journal of Computer Vision 127(8): 993-1011 (2019)​

• Qi Sun, Tinghuan Chen, Jin Miao, Bei Yu: Power-Driven DNN Dataflow Optimization on FPGA. ICCAD 2019. (Paper) (Slides) (Invited Paper)​

• Yuzhe Ma, Ran Chen, Wei Li, Fanhua Shang, Wenjian Yu, Minsik Cho, Bei Yu: A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks. ICTAI 2019 (Best Student Paper Award) (Paper) (Slides)​

• Qianru Zhang, Meng Zhang, Tinghuan Chen, Zhifei Sun, Yuzhe Ma, Bei Yu: Recent Advances in Convolutional Neural Network Acceleration. Neurocomputing, vol. 323, pp. 37–51, 2019 (Paper)​

• Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi: DAC-SDC Low Power Object Detection Challenge for UAV Applications. TPAMI 2019 (arXiv)

​

2018

• Yi Wang, Xin Tao, Xiaojuan Qi, Xiaoyong Shen, Jiaya Jia: Image Inpainting via Generative Multi-column Convolutional Neural Networks. NIPS 2018

• Lu Qi, Shu Liu, Jianping Shi, Jiaya Jia: Sequential Context Encoding for Duplicate Removal. NIPS 2018

• Li Jiang, Shaoshuai Shi, Xiaojuan Qi, Jiaya Jia: GAL: Geometric Adversarial Loss for Single-View 3D-Object Reconstruction. ECCV 2018

• Hengshuang Zhao, Xiaojuan Qi, Xiaoyong Shen, Jianping Shi, Jiaya Jia: ICNet for Real-Time Semantic Segmentation on High-Resolution Images. ECCV 2018

• Hengshuang Zhao, Yi Zhang, Shu Liu, Jianping Shi, Chen Change Loy, Dahua Lin, Jiaya Jia: PSANet: Point-wise Spatial Attention Network for Scene Parsing. ECCV 2018

• Hengshuang Zhao, Xiaohui Shen, Zhe Lin, Sunkavalli Kalyan, Brian Price, Jiaya Jia: Compositing-aware Image Search. ECCV 2018

• Guorun Yang, Hengshuang Zhao, Jianping Shi, Zhidong Deng, Jiaya Jia: SegStereo: Exploiting Semantic Information for Disparity Estimation. ECCV 2018

• Xiaojuan Qi, Renjie Liao, Zhengzhe Liu, Raquel Urtasun, Jiaya Jia: GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation. CVPR 2018

• Ruiyu Li, Kaican Li, Yi-Chun Kuo, Michelle Shu, Xiaojuan Qi, Xiaoyong Shen, Jiaya Jia: Referring Image Segmentation via Recurrent Refinement Networks. CVPR 2018

• Ying-Cong Chen, Huaijia Lin, Michelle Shu, Ruiyu Li, Xin Tao, Xiaoyong Shen, Yangang Ye, Jiaya Jia: Facelet-Bank for Fast Portrait Manipulation. CVPR 2018

• Shu Liu, Lu Qi, Haifang Qin, Jianping Shi, Jiaya Jia: Path Aggregation Network for Instance Segmentation. CVPR 2018

• Xiaojuan Qi, Qifeng Chen, Jiaya Jia, Vladlen Koltun: Semi-parametric Image Synthesis. CVPR 2018

• Xin Tao, Hongyun Gao, Xiaoyong Shen, Jue Wang, Jiaya Jia: Scale-recurrent Network for Deep Image Deblurring. CVPR 2018

​

2017

• Xiaoyong Shen, Chao Zhou, Li Xu, Jiaya Jia: Mutual-Structure for Joint Filtering. International Journal of Computer Vision 125(1-3): 19-33 (2017)

• Cewu Lu, Di Lin, Jiaya Jia, Chi-Keung Tang: Two-Class Weather Classification. IEEE Trans. Pattern Anal. Mach. Intell. 39(12): 2510-2524 (2017)

• Ying-Cong Chen, Xiaoyong Shen, Jiaya Jia: Makeup-Go: Blind Reversion of Portrait Edit. ICCV 2017

• Shu Liu, Jiaya Jiay, Sanja Fidler, Raquel Urtasun: Sequential Grouping Networks (SGN) for Instance Segmentation. ICCV 2017

• Chao Zhou, Hong Zhang, Xiaoyong Shen, Jiaya Jia: Unsupervised Learning of Stereo Matching. ICCV 2017

• Xiaojuan Qi, Renjie Liao, Jiaya Jiay, Sanja Fidler, Raquel Urtasun: 3D Graph Neural Networks for RGBD Semantic Segmentation. ICCV 2017

• Ruiyu Li, Makarand Tapaswi, Renjie Liao, Jiaya Jia, Raquel Urtasun, Sanja Fidler: Situation Recognition with Graph Neural Networks. ICCV 2017

• Xin Tao, Chao Zhou, Xiaoyong Shen, Jue Wang, Jiaya Jia: Zero-order Reverse Filtering. ICCV 2017

• Xin Tao, Hongyun Gao, Renjie Liao, Jue Wang, Jiaya Jia: Detail-revealing Deep Video Super-resolution. ICCV 2017

• Xiaoyong Shen, Hongyun Gao, Xin Tao, Chao Zhou, Jiaya Jia: High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portraits. ICCV 2017

• Di Lin, Cewu Lu, Jiaya Jia: RSCM: Region Selection and Concurrency Model for Multi-class Weather Recognition. IEEE Trans. Image Processing 26(9): 4154-4167 (2017)

• Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia: Pyramid Scene Parsing Network. CVPR 2017

• Shuai Yi, Xiaogang Wang, Cewu Lu, Jiaya Jia, Hongsheng Li: L0 Regularized Stationary Time Estimation for Crowd Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 39(5): 981-994 (2017)

 

2016

• Xiaoyong Shen, Xin Tao, Chao Zhou, Hongyun Gao, Jiaya Jia: Regional Foremost Matching for Internet Scene Images. ACM Trans. Graph. (SIGGRAPH Asia 2016) (project)

• Ruiyu Li, Jiaya Jia: Visual Question Answering with QuestionRepresentation Update. NIPS 2016

• Xiaoyong Shen, Xin Tao, Hongyun Gao, Chao Zhou, Jiaya Jia: Deep Automatic Portrait Matting. ECCV 2016 (project)

• Xiaojuan Qi, Zhengzhe Liu, Jianping Shi, Hengshuang Zhao, Jiaya Jia: Augmented Feedback in Semantic Segmentation under Image Level Supervision. ECCV 2016

• Shu Liu, Xiaojuan Qi, Jianping Shi, Hong Zhang, Jiaya Jia: Multi-scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation. CVPR 2016

• Di Lin, Jifeng Dai, Jiaya Jia, Kaiming He, Jian Sun: ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation. CVPR 2016

• Xiaoyong Shen, Aaron Hertzmann, Jiaya Jia, Sylvain Paris, Brian Price, Eli Shechtman, Ian Sachs: Automatic Portrait Segmentation for Image Stylization. Eurographics 2016 (Petapixel report)

• Guofeng Zhang, Haomin Liu, Zilong Dong, Jiaya Jia, Tien-Tsin Wong, Hujun Bao: Efficient Non-Consecutive Feature Tracking for Robust Structure-From-Motion. IEEE Trans. Image Processing 25(12): 5957-5970 (2016)

• Jianping Shi, Qiong Yan, Li Xu, Jiaya Jia: Hierarchical Image Saliency Detection on Extended CSSD. IEEE Trans. Pattern Anal. Mach. Intell. 38(4): 717-729 (2016)

• Guofeng Zhang, Yi He, Weifeng Chen, Jiaya Jia, Hujun Bao: Multi-Viewpoint Panorama Construction With Wide-Baseline Images. IEEE Trans. Image Processing 25(7): 3099-3111 (2016) (supplementary material) (video)

​

2015

• Xiaoyong Shen, Qiong Yan, Li Xu, Lizhuang Ma, Jiaya Jia: Multispectral Joint Image Restoration via Optimizing a Scale Map. IEEE Trans. Pattern Anal. Mach. Intell. 37(12): 2518-2530 (2015)

• Cewu Lu, Renjie Liao, Jiaya Jia: Personal Object Discovery in First-person Videos. IEEE Transactions on Image Processing 24(12): 5789-5799 (2015)

• Xiaoyong Shen, Chao Zhou, Li Xu, Jiaya Jia: Mutual-Structure for Joint Filtering. ICCV 2015 (code) (project)

• Naiyan Wang, Jianping Shi, Dit-Yan Yeung, Jiaya Jia: Understanding and Diagnosing Visual Tracking Systems. ICCV 2015

• Shu Liu, Cewu Lu, Jiaya Jia: Box Aggregation for Proposal Decimation: Last Mile of Object Detection. ICCV 2015

• Xiaojuan Qi, Jianping Shi, Shu Liu, Renjie Liao, Jiaya Jia: Semantic Segmentation With Object Clique Potentials. ICCV 2015

• Cewu Lu, Shu Liu, Jiaya Jia, Chi-Keung Tang: Contour Box: Rejecting Object Proposals Without Explicit Closed Contours. ICCV 2015

• Renjie Liao, Xin Tao, Ruiyu Li, Ziyang Ma, Jiaya Jia: Video Super-Resolution via Deep Draft-Ensemble Learning. ICCV 2015 (project)

• Jianping Shi, Xin Tao, Li Xu, Jiaya Jia: Break Ames Room Illusion: Depth from General Single Images. ACM Trans. Graph. (SIGGRAPH Asia 2015) (project)

• Li Xu, Jimmy Ren, Qiong Yan, Renjie Liao, Jiaya Jia: Deep Edge-Aware Filters. ICML 2015

• Jianping Shi, Li Xu, Jiaya Jia: Just Noticeable Defocus Blur Detection and Estimation. CVPR 2015 (project) (data) (code)

• Ziyang Ma, Renjie Liao, Xin Tao, Li Xu, Jiaya Jia, Enhua Wu: Handling Motion Blur in Multi-Frame Super-Resolution. CVPR 2015 (project)

• Di Lin, Xiaoyong Shen, Cewu Lu, Jiaya Jia: Deep LAC: Deep Localization, Alignment and Classification for Fine-grained Recognition. CVPR 2015

• Chun Ho Hung, Tai-Pang Wu, Yasuyuki Matsushita, Li Xu, Jiaya Jia, Chi-Keung Tang: Photometric Stereo in the Wild. WACV 2015: 302-309

​

2014

• Weifeng Chen, Guofeng Zhang, Xiaojun Xiang, Jiaya Jia, Hujun Bao: High-Quality Depth Recovery via Interactive Multi-View Stereo. 3DV 2014 (supplementary file) (video)

• Cewu Lu, Li Xu, Jiaya Jia: Contrast Preserving Decolorization with Perception-Based Quality Metrics. International Journal of Computer Vision 110(2): 222-239 (2014) (project)

• Li Xu, Jimmy SJ. Ren, Ce Liu, Jiaya Jia: Deep Convolutional Neural Network for Image Deconvolution. NIPS 2014 (project)

• Qi Zhang, Xiaoyong Shen, Li Xu, Jiaya Jia: Rolling Guidance Filter. ECCV 2014 (project)

• Xiaoyong Shen, Li Xu, Qi Zhang, Jiaya Jia: Multi-Modal and Multi-Spectral Registration for Natural Images. ECCV 2014 (project)

• Li Xu, Xin Tao, Jiaya Jia: Inverse Kernels for Fast Spatial Deconvolution. ECCV 2014

• Jianping Shi, Li Xu, Jiaya Jia: Discriminative Blur Detection Features. CVPR 2014 (project) (new dataset)

• Qi Zhang, Li Xu, Jiaya Jia: 100+ Times Faster Weighted Median Filter (WMF). CVPR 2014 (project) (code)

• Cewu Lu, Di Lin, Jiaya Jia, Chi-Keung Tang: Two-Class Weather Classification. CVPR 2014 (project) (new dataset)

• Shuai Yi, Xiaogang Wang, Cewu Lu, Jiaya Jia: L0 Regularized Stationary Time Estimation for Crowd Group Analysis. CVPR 2014

• Cewu Lu, Jiaya Jia, Chi-Keung Tang: Range-Sample Depth Feature for Action Recognition. CVPR 2014

• Di Lin, Cewu Lu, Renjie Liao, Jiaya Jia: Learning Important Spatial Pooling Regions for Scene Classification. CVPR 2014

• Jiaya Jia: Matte Extraction. Computer Vision, A Reference Guide 2014: 477-481

• Cewu Lu, Jianping Shi, Jiaya Jia: Scale Adaptive Dictionary Learning. IEEE Transactions on Image Processing 23(2): 837-847 (2014) (code)

• Zilong Dong, Guofeng Zhang, Jiaya Jia, Hujun Bao: Efficient Keyframe-based Real-time Camera Tracking. Computer Vision and Image Understanding 118: 97-110 (2014)

 

2013

• Li Xu, Qiong Yan, Jiaya Jia: A Sparse Control Model for Image and Video Editing. ACM Trans. Graph. 32(6): 197 (SIGGRAPH Asia 2013) (project)

• Cewu Lu, Jianping Shi, Jiaya Jia: Abnormal Event Detection at 150 FPS in MATLAB. ICCV 2013

• Qiong Yan, Xiaoyong Shen, Li Xu, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Jiaya Jia: Cross-Field Joint Image Restoration via Scale Map. ICCV 2013 (project) (supplementary file) (data)

• Jianping Shi, Renjie Liao, Jiaya Jia: CoDeL: A Human Co-detection and Labeling Framework. ICCV 2013 (project)

• Shicheng Zheng, Li Xu, Jiaya Jia: Forward Motion Deblurring. ICCV 2013 (project)

• Qiong Yan, Li Xu, Jiaya Jia: Dense Scattering Layer Removal. ACM SIGGRAPH Asia Technical Briefs 2013. (full technical report)

• Jianping Shi, Naiyan Wang, Yang Xia, Dit-Yan Yeung, Irwin King, Jiaya Jia: SCMF: Sparse Covariance Matrix Factorization for Collaborative Filtering. IJCAI 2013

• Chun Ho Hung, Li Xu, Jiaya Jia: Consistent Binocular Depth and Scene Flow with Chained Temporal Profiles. International Journal of Computer Vision 102(1-3): 271-292 (2013) (project)

• Li Xu, Shicheng Zheng, Jiaya Jia: Unnatural L0 Sparse Representation for Natural Image Deblurring. CVPR 2013 (project) (supplementary file) (software)   

• Qiong Yan, Li Xu, Jianping Shi, Jiaya Jia: Hierarchical Saliency Detection. CVPR 2013 (project) (supplementary file) (dataset) (executable)

• Cewu Lu, Jianping Shi, Jiaya Jia: Online Robust Dictionary Learning. CVPR 2013 (code)

 

2012

• Li Xu, Qiong Yan, Yang Xia, Jiaya Jia: Structure Extraction from Texture via Relative Total Variation. ACM Trans. Graph. 31(6): 139 (SIGGRAPH Asia 2012) (project)

• Cewu Lu, Li Xu, Jiaya Jia: Real-time Contrast Preserving Decolorization. ACM SIGGRAPH Asia Technical Briefs (invited paper) 2012. (MATLAB code)

• Fang-Lue Zhang, Ming-Ming Cheng, Jiaya Jia, Shi-Min Hu: ImageAdmixture: Putting Together Dissimilar Objects from Groups. IEEE Trans. Vis. Comput. Graph. 18(11): 1849-1857 (2012)

• Li Xu, Zhenlong Dai, Jiaya Jia: Scale Invariant Optical Flow. ECCV 2012

• Li Xu, Jiaya Jia, Yasuyuki Matsushita: Motion Detail Preserving Optical Flow Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 34(9): 1744-1757 (2012) (project) (Benchmark: endpoint  angle  interpolation  normalized interpolation)

• Tai-Pang Wu, Sai-Kit Yeung, Jiaya Jia, Chi-Keung Tang, Gerard Medioni: A Closed-Form Solution to Tensor Voting: Theory and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 34(8): 1482-1495 (2012)

• Cewu Lu, Li Xu, Jiaya Jia: Combining Sketch and Tone for Pencil Drawing Production. NPAR 2012 (project)  Best Paper Award

• Li Xu, Jiaya Jia: Depth-Aware Motion Deblurring. ICCP 2012 (project)

• Cewu Lu, Li Xu, Jiaya Jia: Contrast Preserving Decolorization. ICCP 2012 (project)

• Liwei Wang, Yin Li, Jiaya Jia, Jian Sun, David Wipf, James M. Rehg: Learning Sparse Covariance Patterns for Natural Scenes, CVPR 2012

• Liwei Wang, Xiong Li, Zhuowen Tu, and Jiaya Jia: Discriminative Clustering via Generative Feature Mapping, AAAI 2012

• Li Xu, Jiaya Jia, Sing Bing Kang: Improving Sub-pixel Correspondence through Upsampling. Computer Vision and Image Understanding (CVIU), 116(2): 250-261 (2012)

​

2011

• Guofeng Zhang, Jiaya Jia, and Hujun Bao: Simultaneous Multi-Body Stereo and Segmentation. ICCV 2011.

• Li Xu, Cewu Lu, Yi Xu, Jiaya Jia: Image Smoothing via L0 Gradient Minimization. ACM Trans. Graph. 30(6): 174 (SIGGRAPH Asia 2011) (project) (Matlab code) (GPU executable)

• Guofeng Zhang, Jiaya Jia, Wei Hua, Hujun Bao: Robust Bilayer Segmentation and Motion/Depth Estimation with a Handheld Camera. IEEE Trans. Pattern Anal. Mach. Intell. 33(3): 603-617 (2011)

• Guofeng Zhang, Hanqing Jiang, Jin Huang, Jiaya Jia, Tien-Tsin Wong, Kun Zhou, Hujun Bao: Motion Imitation with a Handheld Camera. IEEE Trans. Vis. Comput. Graph. 17(10): 1475-1486 (2011)

 

2010

• Li Xu, Jiaya Jia, Yasuyuki Matsushita: Motion Detail Preserving Optical Flow Estimation. CVPR 2010: 1293-1300 (project)

• Tai-Pang Wu, Sai Kit Yeung, Jiaya Jia, Chi-Keung Tang: Quasi-dense 3D Reconstruction Using Tensor-based Multiview Stereo. CVPR 2010: 1482-1489 (source code) (technical report) (video)

• Qi Shan, Jiaya Jia, Sing Bing Kang, Zenglu Qin: Using Optical Defocus to Denoise. CVPR 2010: 561-568 (technical report) 

• Li Xu, Jiaya Jia: Two-Phase Kernel Estimation for Robust Motion Deblurring. ECCV (1) 2010: 157-170 (project) (executable) 

• Guofeng Zhang, Zilong Dong, Jiaya Jia, Tien-Tsin Wong, Hujun Bao: Efficient Non-consecutive Feature Tracking for Structure-from-Motion. ECCV (5) 2010: 422-435

• Tai-Pang Wu, Chi-Wing Fu, Sai Kit Yeung, Jiaya Jia, Chi-Keung Tang: Modeling and Rendering of Impossible Figures. ACM Trans. Graph. 29(2): (2010)

• Wei Feng, Jiaya Jia, Zhi-Qiang Liu: Self-Validated Labeling of Markov Random Fields for Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 32(10): 1871-1887 (2010)

• Qi Shan, Jiaya Jia, Michael S. Brown: Globally Optimized Linear Windowed Tone Mapping. IEEE Trans. Vis. Comput. Graph. 16(4): 663-675 (2010) (code)

• Jianbing Shen, Hanqiu Sun, Jiaya Jia, Hanli Zhao, Xiaogang Jin, Shiaofen Fang: A Unified Framework for Designing Textures Using Energy Optimization. Pattern Recognition 43(2): 457-469 (2010)

​

2009

• Carsten Rother, Pushmeet Kohli, Wei Feng, Jiaya Jia: Minimizing Sparse Higher Order Energy Functions of Discrete Variables. CVPR 2009: 1382-1389

• Zilong Dong, Guofeng Zhang, Jiaya Jia, Hujun Bao: Keyframe-based Real-time Camera Tracking. ICCV 2009: 1538-1545 (video)

• Wei Xiong, Hin-Shun Chung, Jiaya Jia: Fractional Stereo Matching Using Expectation-Maximization. IEEE Trans. Pattern Anal. Mach. Intell. 31(3): 428-443 (2009)

• Guofeng Zhang, Jiaya Jia, Tien-Tsin Wong, Hujun Bao: Consistent Depth Maps Recovery from a Video Sequence. IEEE Trans. Pattern Anal. Mach. Intell. 31(6): 974-988 (2009) (project) (3D video data) (ACTS: Automatic Camera Tracking System)

• Guofeng Zhang, Zilong Dong, Jiaya Jia, Liang Wan, Tien-Tsin Wong, Hujun Bao: Refilming with Depth-Inferred Videos. IEEE Trans. Vis. Comput. Graph. 15(5): 828-840 (2009) (project)

​

2008

• Hin-Shun Chung, Jiaya Jia: Efficient Photometric Stereo on Glossy Surfaces with Wide Specular Lobes. CVPR 2008

• Renting Liu, Zhaorong Li, Jiaya Jia: Image Partial Blur Detection and Classification. CVPR 2008

• Guofeng Zhang, Jiaya Jia, Tien-Tsin Wong, Hujun Bao: Recovering Consistent Video Depth Maps via Bundle Optimization. CVPR 2008 (project)

• Li Xu, Jianing Chen, Jiaya Jia: A Segmentation Based Variational Model for Accurate Optical Flow Estimation. ECCV (1) 2008: 671-684 (video: wmv) (project)

• Li Xu, Jiaya Jia: Stereo Matching: An Outlier Confidence Approach. ECCV (4) 2008: 775-787

• Renting Liu, Jiaya Jia: Reducing Boundary Artifacts in Image Deconvolution. ICIP 2008: 505-508

• Qi Shan, Jiaya Jia, Aseem Agarwala: High-quality Motion Deblurring from a Single Image. ACM Trans. Graph. 27(3): (SIGGRAPH 2008) (project)   (image deblurring executable) (image non-blind deconvolution executable)

• Qi Shan, Zhaorong Li, Jiaya Jia, Chi-Keung Tang: Fast Image/video Upsampling. ACM Trans. Graph. 27(5): 153 (SIGGRAPH Asia 2008) (project) (executable)

• Jiaya Jia, Chi-Keung Tang: Image Stitching Using Structure Deformation. IEEE Trans. Pattern Anal. Mach. Intell. 30(4): 617-631 (2008)

​

2007

• Jiaya Jia: Single Image Motion Deblurring Using Transparency. CVPR 2007

• Wei Xiong, Jiaya Jia: Stereo Matching on Objects with Fractional Boundary. CVPR 2007

• Guofeng Zhang, Jiaya Jia, Wei Xiong, Tien-Tsin Wong, Pheng-Ann Heng, Hujun Bao: Moving Object Extraction with a Hand-held Camera. ICCV 2007 (video: wmv)

• Qi Shan, Wei Xiong, Jiaya Jia: Rotational Motion Deblurring of a Rigid Object from a Single Image. ICCV 2007

• Chenjun Tao, Jiaya Jia, Hanqiu Sun: Active Window Oriented Dynamic Video Retargeting. ICCV Workshop on Dynamical Vision 2007

• Yu-Wing Tai, Jiaya Jia, Chi-Keung Tang: Soft Color Segmentation and Its Applications. IEEE Trans. Pattern Anal. Mach. Intell. 29(9): 1520-1537 (2007)

​

2006

• Jiaya Jia, Jian Sun, Chi-Keung Tang, Heung-Yeung Shum: Drag-and-Drop Pasting. ACM Trans. Graph. 25(3): 631-637 (SIGGRAPH 2006) (project)

• Jiaya Jia, Yu-Wing Tai, Tai-Pang Wu, Chi-Keung Tang: Video Repairing under Variable Illumination Using Cyclic Motions. IEEE Trans. Pattern Anal. Mach. Intell. 28(5): 832-839 (2006) (project)

​

2005

• Yu-Wing Tai, Jiaya Jia, Chi-Keung Tang: Local Color Transfer via Probabilistic Segmentation by Expectation-Maximization. CVPR (1) 2005: 747-754

• Jiaya Jia, Chi-Keung Tang: Eliminating Structure and Intensity Misalignment in Image Stitching. ICCV 2005: 1651-1658

• Jian Sun, Lu Yuan, Jiaya Jia, Heung-Yeung Shum: Image Completion with Structure Propagation. ACM Trans. Graph. 24(3): 861-868 (SIGGRAPH 2005) (video: wmv)

• Jiaya Jia, Chi-Keung Tang: Tensor Voting for Image Correction by Global and Local Intensity Alignment. IEEE Trans. Pattern Anal. Mach. Intell. 27(1): 36-50 (2005) (project)

​

2004

• Jiaya Jia, Tai-Pang Wu, Yu-Wing Tai, Chi-Keung Tang: Video Repairing: Inference of Foreground and Background under Severe Occlusion. CVPR (1) 2004: 364-371 (project)

• Jiaya Jia, Jian Sun, Chi-Keung Tang, Heung-Yeung Shum: Bayesian Correction of Image Intensity with Spatial Consideration. ECCV (3) 2004: 342-354 (project)

• Jian Sun, Jiaya Jia, Chi-Keung Tang, Heung-Yeung Shum: Poisson Matting. ACM Trans. Graph. 23(3): 315-321 (SIGGRAPH 2004) (project)

• Jiaya Jia, Chi-Keung Tang: Inference of Segmented Color and Texture Description by Tensor Voting. IEEE Trans. Pattern Anal. Mach. Intell. 26(6): 771-786 (2004) (project)​

​​

2003

• Jiaya Jia, Chi-Keung Tang: Image Repairing: Robust Image Synthesis by Adaptive ND Tensor Voting. CVPR (1) 2003: 643-650 (project)

• Jiaya Jia, Chi-Keung Tang: Image Registration with Global and Local Luminance Alignment. ICCV 2003: 156-163 (project)