All Publications in Chronological Order    

Entries in Google Scholar and DBLP


Selected Publications (* students, RAs, and postdocs)

 
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.
  
      
     
Selected Journal Publications:
Xiaoyong Shen*, Xin Tao*, Chao Zhou*, Hongyun Gao*, Jiaya Jia, Regional Foremost Maching for Internet Scene Images, ACM Transactions on Graphics (SIGGRAPH Asia), 2016.
(project)   
      
Jianping Shi*, Qiong Yan, Li Xu, Jiaya Jia, Hierarchical Image Saliency Detection on Extended CSSD, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 38, No. 4, 2016, Pages 717-729.
  
     
Xiaoyong Shen*, Qiong Yan, Li Xu, Lizhuang Ma, Jiaya Jia, Multispectral Joint Image Restoration via Optimizing a Scale Map, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 37, No. 12, 2015, Pages 2518-2530.
  
     
Cewu Lu*, Renjie Liao*, Jiaya Jia, Personal Object Discovery in First-person Videos, IEEE Transactions on Image Processing (TIP), Vol. 24, No. 12, Pages 5789-5799, 2015.
   
Jianping Shi*, Xin Tao*, Li Xu , Jiaya Jia, Break Ames Room Illusion: Depth from General Single Images, ACM Transactions on Graphics (SIGGRAPH Asia), 2015.
(project)   
      
  Cewu Lu*, Li Xu, Jiaya Jia, Contrast Preserving Decolorization with Perceptual-Based Quality Metrics, International Journal of Computer Vision (IJCV), Vol. 110, No. 2, Pages 222-239, 2014.
(project)   
   
  Cewu Lu*, Jianping Shi*, Jiaya Jia, Scale Adaptive Dictionary Learning, IEEE Transactions on Image Processing (TIP), Vol. 23, No. 2, Pages 837-847, 2014.
(code)
 
  Chun Ho Hung*, Li Xu*, Jiaya Jia, Consistent Binocular Depth and Scene Flow with Chained Temporal Profiles, International Journal of Computer Vision (IJCV), Vol. 102, No. 1-3, Pages 271-292, 2013.
(project)   
   
  Li Xu*, Qiong Yan*, Jiaya Jia, A Sparse Control Model for Image and Video Editing, ACM Transactions on Graphics (SIGGRAPH Asia 2013), Vol. 32, No. 6, 2013.
(project)   
      
  Li Xu*, Qiong Yan*, Yang Xia*, Jiaya Jia, Structure Extraction from Texture via Relative Total Variation, ACM Transactions on Graphics (SIGGRAPH Asia 2012), Vol 31, No. 6, 2012.
(project)  
 
  Li Xu*, Jiaya Jia, Yasuyuki Matsushita, Motion Detail Preserving Optical Flow Estimation, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 34, No. 9, 2012, Pages 1744-1757.
(Benchmark: endpoint  angle  interpolation  normalized interpolation)
(project)

     
  Tai-Pang Wu, Sai-Kit Yeung, Jiaya Jia, Chi-Keung Tang, Gerard Medioni, A Closed-Form Solution to Tensor Voting: Theory and Applications, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 34, No. 8, 2012, Pages 1482-1495.
        
  Li Xu*, Cewu Lu*, Yi Xu*, Jiaya Jia, Image Smoothing via L0 Gradient Minimization, ACM Transactions on Graphics (SIGGRAPH Asia 2011), Vol. 30, No. 6, 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 Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 33, No. 3, 2011, Pages 603-617.
   
  Guofeng Zhang, Hanqing Jiang, Jin Huang, Jiaya Jia, Tien-Tsin Wong, Kun Zhou, Hujun Bao, Motion Imitation with a Handheld Camera, IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol 17, No. 10, 2011, Pages 1475-1486.
   
  Tai-Pang Wu*, Chi-Wing Fu, Sai-Kit Yeung, Jiaya Jia, Chi-Keung Tang, Modeling and Rendering of Impossible Figures, ACM Transactions on Graphics (TOG), Vol. 29, No. 2, 2010. Accepted for presentation in SIGGRAPH 2010.
  
  Wei Feng*, Jiaya Jia, Zhi-Qiang Liu, Self-Validated Labeling of Markov Random Fields for Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 32, No. 10, 2010, Pages 1871-1887.
  
  Qi Shan*, Jiaya Jia, Michael S. Brown, Globally Optimized Linear Windowed Tone-Mapping, IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol. 16, No. 4, 2010, Pages 663-675.
(code)
 
  Guofeng Zhang, Zilong Dong, Jiaya Jia, Liang Wan, Tien-Tsin Wong, Hujun Bao, Re-filming with Depth-inferred Videos, IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol. 15,  No. 5, 2009, Pages 828-840.
(project)
   
  Guofeng Zhang, Jiaya Jia, Tien-Tsin Wong, Hujun Bao, Consistent Depth Maps Recovery from a Video Sequence, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 31, No. 6, 2009.
(project) (3D video data) (ACTS: Automatic Camera Tracking System)
 
  Hair_stereo_figure Wei Xiong*, Hin Shun Chung*, Jiaya Jia, Fractional Stereo Matching Using Expectation-Maximization, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 31, No. 3, 2009.
 
  Qi Shan*, Zhaorong Li*, Jiaya Jia, Chi-Keung Tang, Fast Image/Video Upsampling, ACM Transactions on Graphics (SIGGRAPH ASIA 2008), Vol. 27, 2008.
(project) (executable)
 
  Qi Shan*, Jiaya Jia, Aseem Agarwala, High-Quality Motion Deblurring From a Single Image, ACM Transactions on Graphics (SIGGRAPH 2008), Vol. 27, No. 3, 2008.
(project
(image deblurring executable)
(image non-blind deconvolution executable)
 
  Stitching
Jiaya Jia, Chi-Keung Tang, Image Stitching Using Structure Deformation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 30, No. 4, 2008.
 
  
  Yu-Wing Tai, Jiaya Jia, Chi-Keung Tang, Soft Color Segmentation and its Applications. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 29, No. 9, 2007, pages 1520-1537.
 
  Jiaya Jia, Jian Sun, Chi-Keung Tang, Heung-Yeung Shum, Drag-and-Drop Pasting. ACM Transactions on Graphics (SIGGRAPH 2006).
(project)

  Jiaya Jia, Yu-Wing Tai, Tai-Pang Wu, Chi-Keung Tang, Video Repairing Under Variable Illumination Using Cyclic Motions, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 28, no. 5, 2006.
(project)
  Jian Sun, Lu Yuan, Jiaya Jia, Heung-Yeung Shum, Image Completion with Structure Propagation, ACM Transactions on Graphics (SIGGRAPH 2005).
(video:wmv)
  Jian Sun, Jiaya Jia, Chi-Keung Tang, Heung-Yeung Shum, Poisson Matting, ACM Transactions on Graphics (SIGGRAPH 2004),  vol. 23, no. 3, July 2004, pages 315-321.
(project)
  
  Jiaya Jia, Chi-Keung Tang, Tensor Voting for Image correction by Global and Local Intensity Alignment, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 27, no. 1, 2005.
(project)
Jiaya Jia, Chi-Keung Tang, Inference of Segmented Color and Texture Description by Tensor Voting, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 26, no.6, 2004, pages 771-786.
(project)
     
Selected Conference Publications:
Ruiyu Li*, Jiaya Jia, Visual Question Answering with Question Representation Update, NIPS, 2016.
  
Xiaoyong Shen*, Aaron Hertzmann, Jiaya Jia, Sylvain Paris, Brian Price, Eli Shechtman, Ian Sachs, Automatic Portrait Segmentation for Image Stylization stylization, Eurographics, 2016.
  
Xiaojuan Qi*, Zhengzhe Liu, Jianping Shi, Hengshuang Zhao*, Jiaya Jia, Augmented Feedback in Semantic Segmentation under Image Level Supervision, European Conference on Computer Vision  (ECCV), 2016.
  
Xiaoyong Shen*, Xin Tao*, Hongyun Gao*, Chao Zhou*, Jiaya Jia, Deep Automatic Portrait Matting, European Conference on Computer Vision  (ECCV), 2016.
(project)  
Shu Liu*, Xiaojuan Qi*, Jianping Shi, Hong Zhang*, Jiaya Jia, Multi-scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
  
Di Lin*, Jifeng Dai, Jiaya Jia, Kaiming He, Jian Sun, ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
      
Xiaoyong Shen*, Chao Zhou*, Li Xu, Jiaya Jia, Mutual-Structure for Joint Filtering, IEEE International Conference on Computer Vision  (ICCV), 2015.
(project) (code)           
Renjie Liao*, Xin Tao*, Ruiyu Li*, Ziyang Ma, Jiaya Jia, Video Super-Resolution via Deep Draft-Ensemble Learning, IEEE International Conference on Computer Vision (ICCV), 2015.
(project)          
Shu Liu*, Cewu Lu*, Jiaya Jia, Box Aggregation for Proposal Decimation: Last Mile of Object Detection, IEEE International Conference on Computer Vision  (ICCV), 2015.
         
Xiaojuan Qi*, Jianping Shi*, Shu Liu*, Renjie Liao*, Jiaya Jia, Semantic Segmentation With Object Clique Potentials, IEEE International Conference on Computer Vision  (ICCV), 2015.
         
Naiyan Wang, Jianping Shi*, Dit-Yan Yeung, Jiaya Jia, Understanding and Diagnosing Visual Tracking Systems, IEEE International Conference on Computer Vision  (ICCV), 2015.
         
Cewu Lu, Shu Liu*, Jiaya Jia, Chi-Keung Tang, Contour Box: Rejecting Object Proposals Without Explicit Closed Contours, IEEE International Conference on Computer Vision  (ICCV), 2015.
         
  Li Xu, Jimmy SJ. Ren, Qiong Yan, Renjie Liao*, Jiaya Jia, Deep Edge-Aware Filters, International Conference on Machine Learning (ICML), 2015.
(project)
   
  Jianping Shi*, Li Xu, Jiaya Jia, Just Noticeable Defocus Blur Detection and Estimation, IEEE Conference on Computer Vision and Pattern Recognition (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, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
(project)    
  
  Di Lin*, Xiaoyong Shen*, Cewu Lu, Jiaya Jia, Deep LAC: Deep Localization, Alignment and Classification for Fine-grained Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
      
  Li Xu, Jimmy SJ. Ren, Ce Liu, Jiaya Jia, Deep Convolutional Neural Network for Image Deconvolution, Conference on Neural Information Processing Systems (NIPS), 2014.
   
  Qi Zhang*, Xiaoyong Shen*, Li Xu, Jiaya Jia, Rolling Guidance Filter, European Conference on Computer Vision  (ECCV), 2014.
(project
  Xiaoyong Shen*, Li Xu, Qi Zhang*, Jiaya Jia, Multi-Modal and Multi-Spectral Registration for Natural Images, European Conference on Computer Vision  (ECCV), 2014.
(project)     
   
  Li Xu, Xin Tao*, Jiaya Jia, Inverse Kernels for Fast Spatial Deconvolution, European Conference on Computer Vision  (ECCV), 2014.
   
  Jianping Shi*, Li Xu, Jiaya Jia, Discriminative Blur Detection Features, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
(project) (new dataset)    
   
  Qi Zhang*, Li Xu, Jiaya Jia, 100+ Times Faster Weighted Median Filter (WMF), IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
(project) (code)    
  
  Cewu Lu, Di Lin*, Jiaya Jia, Chi-Keung Tang, Two-Class Weather Classification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
(project) (new dataset)  
  
  Shuai Yi, Xiaogang Wang, Cewu Lu, Jiaya Jia, L0 Regularized Stationary Time Estimation for Crowd Group Analysis, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  
  Cewu Lu, Jiaya Jia, Chi-Keung Tang, Range-Sample Depth Feature for Action Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  
  Di Lin*, Cewu Lu, Renjie Liao*, Jiaya Jia, Learning Important Spatial Pooling Regions for Scene Classification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
 
  Cewu Lu*, Jianping Shi*, Jiaya Jia, Abnormal Event Detection at 150 FPS in MATLAB, IEEE International Conference on Computer Vision  (ICCV), 2013.
(project)
      
  Shicheng Zheng*, Li Xu*, Jiaya Jia, Forward Motion Deblurring, IEEE International Conference on Computer Vision  (ICCV), 2013.
(project)
    
  Qiong Yan*, Xiaoyong Shen*, Li Xu*, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Jiaya Jia, Cross-Field Joint Image Restoration via Scale Map, IEEE International Conference on Computer Vision  (ICCV), 2013.
(project) (supplementary file) (data)   
   
  Jianping Shi, Renjie Liao, Jiaya Jia, CoDeL: A Human Co-detection and Labeling Framework, IEEE International Conference on Computer Vision  (ICCV), 2013.
(project)
   
  Li Xu*, Shicheng Zheng*, Jiaya Jia, Unnatural L0 Sparse Representation for Natural Image Deblurring, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
(project) (supplementary file) (software)   
  
  Qiong Yan*, Li Xu*, Jianping Shi*, Jiaya Jia, Hierarchical Saliency Detection, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
(project) (supplementary file) (dataset)  
    
  Cewu Lu*, Jianping Shi*, Jiaya Jia, Online Robust Dictionary Learning, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
(code)
 
  Li Xu*, Zhenlong Dai*, Jiaya Jia, Scale Invariant Optical Flow, European Conference on Computer Vision (ECCV), 2012.
  
  Li Xu*, Jiaya Jia, Depth-Aware Motion Deblurring, IEEE International Conference on Computational Photography (ICCP), 2012.
(project)
  
  Cewu Lu*, Li Xu*, Jiaya Jia, Contrast Preserving Decolorization, IEEE International Conference on Computational Photography (ICCP), 2012.
(project)
  Liwei Wang*, Yin Li, Jiaya Jia, Jian Sun, David Wipf, James M. Rehg, Learning Sparse Covariance Patterns for Natural Scenes, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
            
  Guofeng Zhang, Jiaya Jia, Hujun Bao, Simultaneous Multi-Body Stereo and Segmentation, IEEE International Conference on Computer Vision (ICCV), 2011.
 
  Li Xu*, Jiaya Jia, Two-Phase Kernel Estimation for Robust Motion Deblurring, European Conference on Computer Vision (ECCV), 2010.
(project)
(executable
  Guofeng Zhang, Zilong Dong, Jiaya Jia, Tien-Tsin Wong, Hujun Bao, Efficient Non-Consecutive Feature Tracking for Structure-from-Motion, European Conference on Computer Vision (ECCV), 2010.
 
  Li Xu*, Jiaya Jia, Yasuyuki Matsushita, Motion Detail Preserving Optical Flow Estimation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. (oral)
(project)
  
  Qi Shan, Jiaya Jia, Sing Bing Kang, Zenglu Qin*, Using Optical Defocus to Denoise, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
(technical report)
   
  Tai-Pang Wu*, Sai-Kit Yeung, Jiaya Jia, Chi-Keung Tang, Quasi-Dense 3D Reconstruction using Tensor-based Multiview Stereo, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. 
(source code) (technical report) (video)
   
  Zilong Dong, Guofeng Zhang, Jiaya Jia, Hujun Bao,  Keyframe-Based Real-Time Camera Tracking, IEEE International Conference on Computer Vision (ICCV), 2009.
(video)
 
  Carsten Rother, Pushmeet Kohli, Wei Feng*, Jiaya Jia, Minimizing Sparse Higher Order Energy Functions of Discrete Variables, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009.
 
  Li Xu*, Jianing Chen*, Jiaya Jia, A Segmentation Based Variational Model for Accurate Optical Flow Estimation, European Conference on Computer Vision (ECCV), 2008.   
(evaluation)  
(video: wmv)
     
  Li Xu*, Jiaya Jia, Stereo Matching: An Outlier Confidence Approach, European Conference on Computer Vision (ECCV), 2008.
(evaluation)
 
  depth_figure Guofeng Zhang, Jiaya Jia, Tien-Tsin Wong, Hujun Bao,  Recovering Consistent Video Depth Maps via Bundle Optimization, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. (oral)
(project)
 
  Blur_detect Renting Liu*, Zhaorong Li*, Jiaya Jia, Image Partial Blur Detection and Classification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
 
  Photometric_figure Hin Shun Chung*, Jiaya Jia, Efficient Photometric Stereo on Glossy Surfaces with Wide Specular Lobes, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
 
  Cut Guofeng Zhang, Jiaya Jia, Wei Xiong*, Tien-Tsin Wong, Pheng-Ann Heng, Hujun Bao, Moving Object Extraction with a Hand-held Camera, IEEE International Conference on Computer Vision (ICCV), 2007.
(video: wmv)
 
 
  Rotational deblurring Qi Shan*, Wei Xiong*, Jiaya Jia, Rotational Motion Deblurring of a Rigid Object from a Single Image, IEEE International Conference on Computer Vision (ICCV), 2007.
 
  Jiaya Jia, Single Image Motion Deblurring Using Transparency, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007. (oral)
 
  Wei Xiong*, Jiaya Jia, Stereo Matching on Objects with Fractional Boundary, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007.
 
  Jiaya Jia, Chi-Keung Tang, Eliminating Structure and Intensity Misalignment in Image Stitching, IEEE International Conference on Computer Vision (ICCV), 2005.
 
  Yu-Wing Tai, Jiaya Jia, Chi-Keung Tang, Local Color Transfer via Probabilistic Segmentation by Expectation-Maximization, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2005, Pages I: 747-754.
 
  Jiaya Jia, Tai-Pang Wu, Yu-Wing Tai, Chi-Keung Tang, Video Repairing: Inference of Foreground and Background Under Severe Occlusion, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June-July 2004, Pages I: 364-371.
(project)
  Jiaya Jia, Jian Sun, Chi-Keung Tang, Heung-Yeung Shum, Bayesian Correction of Image Intensity with Spatial Consideration, European Conference on Computer Vision (ECCV), May 2004, Pages III: 342-354.
(project)
  Jiaya Jia, Chi-Keung Tang, Image Registration with Global and Local Luminance Alignment, IEEE International Conference on Computer Vision (ICCV), October 2003, pages 156-163.
(project)
  Jiaya Jia, Chi-Keung Tang, Image Repairing: Robust Image Synthesis by Adaptive ND Tensor Voting, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2003, pages I: 643-650. (oral)
(project)