Non-Local Spatial Propagation Network for Depth Completion
Jinsun Park, Kyungdon Joo, Zhe Hu, Chi-Kuei Liu and In So Kweon
Proceedings of European Conference on Computer Vision (ECCV 2020).
[Paper] [Code]

Multi-Scale Boosted Dehazing Network with Dense Feature Fusion
Hang Dong, Jinshan Pan, Xiang Lei, Zhe Hu, Xinyi Zhang, Fei Wang and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020).
[Paper] [Code]

Gated Fusion Network for Degraded Image Super Resolution
Hang Dong, Xinyi Zhang, Zhe Hu, Wei-Sheng Lai, Fei Wang and Ming-Hsuan Yang
accepted in International Journal on Computer Vision (IJCV).

Learning to Extract Flawless Slow Motion from Blurry Videos
Meiguang Jin, Zhe Hu and Paolo Favaro
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019).
[Paper] [Code]

Efficient Super Resolution Using Binarized Neural Network
Yinglan Ma, Hongyu Xiong, Zhe Hu and Lizhuang Ma
Compact and Efficient Feature Representation and Learning, workshop in conjunction with IEEE Conference on Computer Vision and Pattern Recognition (CVPRW 2019).(Oral presentation)

Gated Fusion Network for Joint Image Deblurring and Super-Resolution
Xinyi Zhang, Hang Dong, Zhe Hu, Wei-Sheng Lai, Fei Wang and Ming-Hsuan Yang
Proceedings of British Machine Vision Conference (BMVC 2018). (Oral presentation)
[Project page] [Code]

Learning to Deblur Images with Exemplars
Jinshan Pan, Wenqi Ren, Zhe Hu and Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2018.
[Project page]

Deblurring Low-light Images with Light Streaks
Zhe Hu, Sunghyun Cho, Jue Wang and Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2017.

L0-Regularized Intensity and Gradient Prior for Deblurring Text Images and Beyond
Jinshan Pan, Zhe Hu, Zhixun Su and Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2016.
[Project page]

Image Deblurring using Smartphone Inertial Sensors
Zhe Hu, Lu Yuan, Steve Lin and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , Las Vegas, US, 2016.

A Comparative Study for Single-Image Blind Deblurring
Wei-Sheng Lai, Jia-Bin Huang, Zhe Hu, Narendra Ahuja and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , Las Vegas, US, 2016. (Spotlight oral presentation)

Soft-Segmentation Guided Object Motion Deblurring
Jinshan Pan, Zhe Hu, Zhixun Su, Hsin-Ying Lee and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , Las Vegas, US, 2016.

Deblurring Face Images with Exemplars
Jinshan Pan*, Zhe Hu*, Zhixun Su and Ming-Hsuan Yang (* indicates equal contribution)
Proceedings of European Conference on Computer Vision (ECCV 2014) , Zurich, Switzerland, 2014.
[Project page] [PDF] [MATLAB code]

Deblurring Low-light Images with Light Streaks
Zhe Hu, Sunghyun Cho, Jue Wang and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), Columbus, Ohio, US, 2014.
[Project page] [PDF] [MATLAB code]

Joint Depth Estimation and Camera Shake Removal from Single Blurry Image
Zhe Hu, Li Xu and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), Columbus, Ohio, US, 2014.
[Project page] [PDF] MATLAB code

Deblurring Text Images via L0-Regularized Intensity and Gradient Prior
Jinshan Pan, Zhe Hu, Zhixun Su and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), Columbus, Ohio, US, 2014.
[Project page] [PDF] [MATLAB code]

Good Regions to Deblur
Zhe Hu and Ming-Hsuan Yang
Proceedings of European Conference on Computer Vision (ECCV 2012), Firenze, Italy, October, 2012. (Oral presentation, Acceptance rate: 2.8%)
[Project page] [PDF] [MATLAB code]
Learning Good Regions to Deblur Image
Zhe Hu and Ming-Hsuan Yang
International Journal on Computer Vision (IJCV) 2015

Fast Non-uniform Deblurring using Constrained Camera Pose Subspace
Zhe Hu and Ming-Hsuan Yang
Proceedings of British Machine Vision Conference (BMVC 2012), Guildford, UK, September, 2012. (Oral presentation, Acceptance rate: 8.0%)
[Project page] [PDF] [MATLAB code]

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), Hong Kong, China, September, 2010.
[Project page] [PDF] [Poster] [MATLAB code]