Latest arXiv Manuscripts

 

Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight
Yen-Chen Lin, Ming-Yu Liu, Min Sun, and Jia-Bin Huang
arXiv:1710.00814, 2017
[Paper (PDF)] [Project page] [Code]

 

Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks
Wei-Sheng Lai, Jia-Bin Huang, Narendra Ahuja, and Ming-Hsuan Yang
arXiv:1710.01992, 2017
Under review for IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
[Paper (PDF)] [Project page] [Code]

 

Joint Image Filtering with Deep Convolutional Networks
Yijun Li, Jia-Bin Huang, Narendra Ahuja, and Ming-Hsuan Yang
arXiv:1710.04200, 2017
Under review for IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
[Paper (PDF)] [Project page] [Code]

 

Tracking Persons-of-Interest via Unsupervised Representation Adaptation
Shun Zhang, Jia-Bin Huang, Jongwoo Lim, Yihong Gong, Jinjun Wang, Narendra Ahuja, and Ming-Hsuan Yang
arXiv:1710.02139, 2017
Under review for IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
[Paper (PDF)] [Project page] [Code]

 

Progressive Representation Adaptation for Weakly Supervised Object Localization
Dong Li, Jia-Bin Huang, Yali Li, Shengjin Wang, and Ming-Hsuan Yang
arXiv:1710.04647, 2017
Under review for IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
[Paper (PDF)] [Project page]

 

Robust Visual Tracking via Hierarchical Convolutional Features
Chao Ma, Jia-Bin Huang, Xiaokang Yang, and Ming-Hsuan Yang
arXiv:1707.03816, 2017
Under review for IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
[Paper (PDF)] [Project page] [Code]

 

Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking
Chao Ma, Jia-Bin Huang, Xiaokang Yang, and Ming-Hsuan Yang
arXiv:1707.02309, 2017
Under review for International Journal of Computer Vision (IJCV)
[Paper (PDF)] [Project page] [Code]

 

Learning Structured Semantic Embeddings for Visual Recognition
Dong Li, Hsin-Ying Lee, Jia-Bin Huang, Shengjin Wang, and Ming-Hsuan Yang
arXiv:1706.01237, 2017
[Paper (PDF)] [Project page]

2017

 

MaskRNN: Instance Level Video Object Segmentation
Yuan-Ting Hu, Jia-Bin Huang, and Alexander Schwing
Proceedings of Neural Information Processing Systems (NIPS), 2017
[Paper (PDF)] [Project page] [Code]]

 

Semi-Supervised Learning for Optical Flow with Generative Adversarial Networks
Wei-Sheng Lai, Jia-Bin Huang, and Ming-Hsuan Yang
Proceedings of Neural Information Processing Systems (NIPS), 2017
[Paper (PDF)] [Project page] [Code]]

 

HOMER: an interactive system for home based stroke rehabilitation
Aisling Kelliher, Jinwoo Choi, Jia-Bin Huang, Kris Kitani, and Thanassis Rikakis
Proceedings of International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS), 2017
[Paper (PDF)] [Project page]

 

Unsupervised Representation Learning by Sorting Sequences
Hsin-Ying Lee, Jia-Bin Huang, Maneesh Singh, and Ming-Hsuan Yang
Proceedings of International Conference on Computer Vision (ICCV), 2017
[Paper (PDF)] [Project page] [Code]

 

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution
Wei-Sheng Lai, Jia-Bin Huang, Narendra Ahuja, and Ming-Hsuan Yang
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
[Paper (PDF)] [Project page] [Code]

2016

 

Visual Analysis and Synthesis with Physically Grounded Constraints
Jia-Bin Huang
Ph.D. Thesis, Department of Electrical and Computer Engineering
University of Illinois, Urbana-Champaign, August 2016
[Paper (PDF)] [Poster]

 

Temporally Coherent Completion of Dynamic Video
Jia-Bin Huang, Sing Bing Kang, Narendra Ahuja, and Johannes Kopf
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia), 2016
[Paper (PDF)] [Project page] [Code]]

 

Deep Joint Image Filter
Yijun Li, Jia-Bin Huang, Narendra Ahuja, and Ming-Hsuan Yang
Proceedings of European Conference on Computer Vision (ECCV), 2016
[Paper (PDF)] [Project page] [Code] [Supp] [Poster]

 

Tracking Persons-of-Interest via Adaptive Discriminative Features
Shun Zhang, Yihong Gong, Jia-Bin Huang, Jongwoo Lim, Jinjun Wang, Narendra Ahuja, and Ming-Hsuan Yang
Proceedings of European Conference on Computer Vision (ECCV), 2016
[Paper (PDF)] [Project page] [Code] [Supp] [Poster]

 

Unsupervised Visual Representation Learning by Graph-based Consistent Constraints
Dong Li, Wei-Chih Hung, Jia-Bin Huang, Shengjin Wang, Narendra Ahuja, and Ming-Hsuan Yang
Proceedings of European Conference on Computer Vision (ECCV), 2016
[Paper (PDF)] [Project page] [Code] [Supp] [Slides] [Poster]

 

Detecting Migrating Birds at Night
Jia-Bin Huang, Rich Caruana, Andrew Farnsworth, Steve Kelling, and Narendra Ahuja
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
[Paper (PDF)] [Project page] [Poster]

 

A Comparative Study for Single Image Blind Deblurring
Wei-Sheng Lai, Jia-Bin Huang, Zhe Hu, Narendra Ahuja, and Ming-Hsuan Yang
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 (Spotlight Oral)
[Paper (PDF)] [Project page] [Code] [Supp] [Slides] [Poster]

 

Weakly Supervised Object Localization with Progressive Domain Adaptation
Dong Li, Jia-Bin Huang, Yali Li, Shengjin Wang, and Ming-Hsuan Yang
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
[Paper (PDF)] [Project page] [Code] [Supp] [Poster]

2015

 

Hierarchical Convolutional Features for Visual Tracking
Chao Ma, Jia-Bin Huang, Xiaokang Yang, and Ming-Hsuan Yang
Proceedings of IEEE International Conference on Computer Vision (ICCV), 2015
[Paper (PDF)] [Project page] [Code] [Supp] [Slides] [Poster]

 

Single Image Super-Resolution from Transformed Self-Exemplars
Jia-Bin Huang, Abhishek Singh, and Narendra Ahuja
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015 (Oral Presentation)
[Paper (PDF)] [Project page] [Code] [Supp] [Poster]

2014

 

Image Completion using Planar Structure Guidance
Jia-Bin Huang, Sing Bing Kang, Narendra Ahuja, and Johannes Kopf
ACM Transactions on Graphics, Volume 33, Number 4 (SIGGRAPH), 2014 (Oral Presentation)
[Paper (PDF)] [Project page]

 

Towards Accurate and Robust Cross-Ratio based Gaze Trackers Through Learning From Simulation
Jia-Bin Huang, Qin Cai, Zicheng Liu, Narendra Ahuja, and Zhengyou Zhang
Proceedings of ACM Symposium on Eye Tracking Research & Applications (ETRA), 2014 (Oral Presentation)
[Paper (PDF)] [Project page]

ETRA 2014 Best Paper Award

[Patent]: Eye Gaze Tracking based upon Adaptive Homography Mapping

Before 2013

 

Transformation Guided Image Completion
Jia-Bin Huang, Johannes Kopf, Narendra Ahuja, and Sing Bing Kang
Proceedings of IEEE Conference on International Conference on Computational Photography (ICCP), 2013 (Oral Presentation)
[Paper (PDF)] [Project page]

 

Saliency Detection via Divergence Analysis: A Unified Perspective
Jia-Bin Huang and Narendra Ahuja
Proceedings of International Conference on Pattern Recognition (ICPR), 2012 (Oral Presentation)
[Paper (PDF)] [Project page]

ICPR 2012 Best Student Paper Award (Computer and Robotic Vision Track)

 

Exploiting Self-Similarities for Single Frame Super-Resolution
Chih-Yuan Yang, Jia-Bin Huang, and Ming-Hsuan Yang
Proceedings of Asian Conference on Computer Vision (ACCV), 2010
[Paper (PDF)] [Project page]

 

Single Image Deblurring with Adaptive Dictionary Learning
Zhe Hu, Jia-Bin Huang, and Ming-Hsuan Yang
Proceedings of IEEE International Conference on Image Processing (ICIP), 2010.
[Paper (PDF)] [Project page]

 

Fast Sparse Representation with Prototypes
Jia-Bin Huang and Ming-Hsuan Yang
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
[Paper (PDF)] [Project page]

 

Estimating Human Pose from Occluded Images
Jia-Bin Huang and Ming-Hsuan Yang
Proceedings of Asian Conference on Computer Vision (ACCV), 2009 (Oral Presentation)
[Paper (PDF) ] [Project page]

 

Moving Cast Shadow Detection Using Physics-based Features
Jia-Bin Huang and Chu-Song Chen
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009
[Paper (PDF)] [Project page]

 

A Physical Approach to Moving Cast Shadow Detection
Jia-Bin Huang and Chu-Song Chen
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, (ICASSP), 2009
[Paper (PDF)] [Project page]

 

Image Recolorization For The Colorblind
Jia-Bin Huang, Chu-Song Chen Tzu-Cheng Jen, and Sheng-Jyh Wang
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, (ICASSP), 2009
[Paper (PDF)] [Project page]

 

Learning Moving Cast Shadows for Foreground Detection
Jia-Bin Huang and Chu-Song Chen
Eighth International Workshop on Visual Surveillance (VS), ECCV Workshop 2008 (Oral Presentation)
[Paper (PDF)] [Project page]

 

Enhancing Color Representation for the Color Vision Impaired
Jia-Bin Huang, Sih-Ying Wu and Chu-Song Chen
Workshop on Computer Vision Applications for the Visually Impaired (CVAVI), ECCV Workshop 2008 (Oral Presentation)
[Paper (PDF)] [Project page]

CVGIP 2008 Best Paper Honorable Mention

 

Information Preserving Color Transformation for Protanopia and Deuteranopia
Jia-Bin Huang, Yu-Cheng-Tseng, Se-In Wu, and Sheng-Jyh Wang
IEEE Signal Processing Letters, Vol. No.10, October 2007
[Paper (PDF)] [Project page]

CVGIP 2006 Best Paper Honorable Mention