Yunjin Chen

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 37

Top Topics

Nonlinear Diffusion

Image Restoration

Speckle Reduction

Super Resolution

Top Venues

SIAM J. Imaging Sci.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Minglang Qiao, Mai Xu, Shijie Wen, Lai Jiang, Shengxi Li, Tao Xu, Yunjin Chen, Leonid Sigal
Saliency Prediction of Sports Videos: A Large-Scale Database and a Self-Adaptive Approach. ICASSP (2024)
Minglang Qiao, Mai Xu, Lai Jiang, Peng Lei, Shijie Wen, Yunjin Chen, Leonid Sigal
HyperSOR: Context-Aware Graph Hypernetwork for Salient Object Ranking. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Yichen Guo, Mai Xu, Lai Jiang, Leonid Sigal, Yunjin Chen
DINN360: Deformable Invertible Neural Network for Latitude-aware 360° Image Rescaling. CVPR (2023)
Mingdeng Cao, Chong Mou, Fanghua Yu, Xintao Wang, Yinqiang Zheng, Jian Zhang, Chao Dong, Gen Li, Ying Shan, Radu Timofte, Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Xuhan Sheng, Bin Chen, Haoyu Ma, Ming Cheng, Shijie Zhao, Wanwan Cui, Tianyu Xu, Chunyang Li, Long Bao, Heng Sun, Huaibo Huang, Xiaoqiang Zhou, Yuang Ai, Ran He, Renlong Wu, Yi Yang, Zhilu Zhang, Shuohao Zhang, Junyi Li, Yunjin Chen, Dongwei Ren, Wangmeng Zuo, Qian Wang, Hao-Hsiang Yang, Yi-Chung Chen, Zhi-Kai Huang, Wei-Ting Chen, Yuan-Chun Chiang, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Zebin Zhang, Jiaqi Zhang, Yuhui Wang, Shuhao Cui, Junshi Huang, Li Zhu, Shuman Tian, Wei Yu, Bingchun Luo
NTIRE 2023 Challenge on 360° Omnidirectional Image and Video Super-Resolution: Datasets, Methods and Results. CVPR Workshops (2023)
Yawei Li, Yulun Zhang, Radu Timofte, Luc Van Gool, Zhijun Tu, Kunpeng Du, Hailing Wang, Hanting Chen, Wei Li, Xiaofei Wang, Jie Hu, Yunhe Wang, Xiangyu Kong, Jinlong Wu, Dafeng Zhang, Jianxing Zhang, Shuai Liu, Furui Bai, Chaoyu Feng, Hao Wang, Yuqian Zhang, Guangqi Shao, Xiaotao Wang, Lei Lei, Rongjian Xu, Zhilu Zhang, Yunjin Chen, Dongwei Ren, Wangmeng Zuo, Qi Wu, Mingyan Han, Shen Cheng, Haipeng Li, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Jinting Luo, Wenjie Lin, Lei Yu, Haoqiang Fan, Shuaicheng Liu, Aditya Arora, Syed Waqas Zamir, Javier Vazquez-Corral, Konstantinos G. Derpanis, Michael S. Brown, Hao Li, Zhihao Zhao, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Bo Yang, Jingxiang Chen, Chenghua Li, Xi Zhang, Zhao Zhang, Jiahuan Ren, Zhicheng Ji, Kang Miao, Suiyi Zhao, Huan Zheng, Yanyan Wei, Kangliang Liu, Xiangcheng Du, Sijie Liu, Yingbin Zheng, Xingjiao Wu, Cheng Jin, Rajeev Irny, Sriharsha Koundinya, Vighnesh Kamath, Gaurav Khandelwal, Sunder Ali Khowaja, Jiseok Yoon, Ik Hyun Lee, Shijie Chen, Chengqiang Zhao, Huabin Yang, Zhongjian Zhang, Junjia Huang, Yanru Zhang
NTIRE 2023 Challenge on Image Denoising: Methods and Results. CVPR Workshops (2023)
Qiuyue Fang, Tao Xu, Lai Jiang, Shengxi Li, Mai Xu, Yunjin Chen, Leonid Sigal
Optimizing DNN based quality assessment metric for image compression: A novel rate control method. ICME (2023)
Ren Yang, Radu Timofte, Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen, Youcheng Ben, Xiao Zhou, Chen Fu, Pei Cheng, Gang Yu, Junyi Li, Renlong Wu, Zhilu Zhang, Wei Shang, Zhengyao Lv, Yunjin Chen, Mingcai Zhou, Dongwei Ren, Kai Zhang, Wangmeng Zuo, Pavel Ostyakov, Dmitry Vyal, Shakarim Soltanayev, Chervontsev Sergey, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Pablo Navarrete Michelini, Yunhua Lu, Diankai Zhang, Shaoli Liu, Si Gao, Biao Wu, Chengjian Zheng, Xiaofeng Zhang, Kaidi Lu, Ning Wang, Thuong Nguyen Canh, Thong Bach, Qing Wang, Xiaopeng Sun, Haoyu Ma, Shijie Zhao, Junlin Li, Liangbin Xie, Shuwei Shi, Yujiu Yang, Xintao Wang, Jinjin Gu, Chao Dong, Xiaodi Shi, Chunmei Nian, Dong Jiang, Jucai Lin, Zhihuai Xie, Mao Ye, Dengyan Luo, Liuhan Peng, Shengjie Chen, Xin Liu, Qian Wang, Xin Liu, Boyang Liang, Hang Dong, Yuhao Huang, Kai Chen, Xingbei Guo, Yujing Sun, Huilei Wu, Pengxu Wei, Yulin Huang, Junying Chen, Ik Hyun Lee, Sunder Ali Khowaja, Jiseok Yoon
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results. CoRR (2022)
Zhilu Zhang, Ruohao Wang, Hongzhi Zhang, Yunjin Chen, Wangmeng Zuo
Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations. CoRR (2022)
Zhilu Zhang, Ruohao Wang, Hongzhi Zhang, Yunjin Chen, Wangmeng Zuo
Self-supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations. ECCV (18) (2022)
Ren Yang, Radu Timofte, Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen, Youcheng Ben, Xiao Zhou, Chen Fu, Pei Cheng, Gang Yu, Junyi Li, Renlong Wu, Zhilu Zhang, Wei Shang, Zhengyao Lv, Yunjin Chen, Mingcai Zhou, Dongwei Ren, Kai Zhang, Wangmeng Zuo, Pavel Ostyakov, Vyal Dmitry, Shakarim Soltanayev, Chervontsev Sergey, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Pablo Navarrete Michelini, Yunhua Lu, Diankai Zhang, Shaoli Liu, Si Gao, Biao Wu, Chengjian Zheng, Xiaofeng Zhang, Kaidi Lu, Ning Wang, Thuong Nguyen Canh, Thong Bach, Qing Wang, Xiaopeng Sun, Haoyu Ma, Shijie Zhao, Junlin Li, Liangbin Xie, Shuwei Shi, Yujiu Yang, Xintao Wang, Jinjin Gu, Chao Dong, Xiaodi Shi, Chunmei Nian, Dong Jiang, Jucai Lin, Zhihuai Xie, Mao Ye, Dengyan Luo, Liuhan Peng, Shengjie Chen, Xin Liu, Qian Wang, Boyang Liang, Hang Dong, Yuhao Huang, Kai Chen, Xingbei Guo, Yujing Sun, Huilei Wu, Pengxu Wei, Yulin Huang, Junying Chen, Ik Hyun Lee, Sunder Ali Khowaja, Jiseok Yoon
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results. CVPR Workshops (2022)
Xin Cui, Cong Wang, Dongwei Ren, Yunjin Chen, Pengfei Zhu
Semi-Supervised Image Deraining Using Knowledge Distillation. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Shuhang Gu, Shi Guo, Wangmeng Zuo, Yunjin Chen, Radu Timofte, Luc Van Gool, Lei Zhang
Learned Dynamic Guidance for Depth Image Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 42 (10) (2020)
Bingshan Hu, Yunjin Chen, Zhiming Huang, Nishant A. Mehta, Jianping Pan
Intelligent Caching Algorithms in Heterogeneous Wireless Networks with Uncertainty. ICDCS (2019)
WenSen Feng, Peng Qiao, Yunjin Chen
Fast and Accurate Poisson Denoising With Trainable Nonlinear Diffusion. IEEE Trans. Cybern. 48 (6) (2018)
Zhihuo Xu, Quan Shi, Yunjin Chen, WenSen Feng, Yeqin Shao, Ling Sun, Xinming Huang
Non-stationary speckle reduction in high resolution SAR images. Digit. Signal Process. 73 (2018)
Hu Chen, Yi Zhang, Yunjin Chen, Junfeng Zhang, Weihua Zhang, Huaiqiang Sun, Yang Lv, Peixi Liao, Jiliu Zhou, Ge Wang
LEARN: Learned Experts' Assessment-Based Reconstruction Network for Sparse-Data CT. IEEE Trans. Medical Imaging 37 (6) (2018)
Peng Qiao, Yong Dou, Yunjin Chen, WenSen Feng
Learning Generic Diffusion Processes for Image Restoration. BMVC (2018)
Peng Qiao, Yong Dou, Yunjin Chen, WenSen Feng
Learning Generic Diffusion Processes for Image Restoration. CoRR (2018)
Shuhang Gu, Wangmeng Zuo, Shi Guo, Yunjin Chen, Chongyu Chen, Lei Zhang
Learning Dynamic Guidance for Depth Image Enhancement. CVPR (2017)
WenSen Feng, Peng Qiao, Xuanyang Xi, Yunjin Chen
Image Denoising via Multiscale Nonlinear Diffusion Models. SIAM J. Imaging Sci. 10 (3) (2017)
Yunjin Chen
Variational JPEG artifacts suppression based on high-order MRFs. Signal Process. Image Commun. 52 (2017)
Kai Zhang, Wangmeng Zuo, Yunjin Chen, Deyu Meng, Lei Zhang
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising. IEEE Trans. Image Process. 26 (7) (2017)
Yunjin Chen, Thomas Pock
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 39 (6) (2017)
Peng Qiao, Yong Dou, WenSen Feng, Yunjin Chen
Learning Non-local Image Diffusion for Image Denoising. CoRR (2017)
Qingyong Hu, Yulan Guo, Yunjin Chen, Jingjing Xiao, Wei An
Correlation Filter Tracking: Beyond an Open-loop System. BMVC (2017)
WenSen Feng, Yunjin Chen
Speckle Reduction with Trained Nonlinear Diffusion Filtering. J. Math. Imaging Vis. 58 (1) (2017)
WenSen Feng, Yunjin Chen
Speckle Reduction with Trained Nonlinear Diffusion Filtering. CoRR (2017)
Peng Qiao, Yunjin Chen, Yong Dou
Variational single image interpolation with time-varying regularization. Signal Process. Image Commun. 58 (2017)
Haiyan Fan, Yunjin Chen, Yulan Guo, Hongyan Zhang, Gangyao Kuang
Hyperspectral Image Restoration Using Low-Rank Tensor Recovery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (10) (2017)
Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming-Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jae Jun Yoo, Yoseob Han, Jong Chul Ye, Jae-Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xiangyu Xu, Jin-shan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan-Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristóvão Cruz, Karen O. Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V. Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, Qi Guo
NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results. CVPR Workshops (2017)
Peng Qiao, Yong Dou, WenSen Feng, Rongchun Li, Yunjin Chen
Learning Non-local Image Diffusion for Image Denoising. ACM Multimedia (2017)
WenSen Feng, Hong Qiao, Yunjin Chen
Poisson Noise Reduction with Higher-Order Natural Image Prior Model. SIAM J. Imaging Sci. 9 (3) (2016)
Kai Zhang, Wangmeng Zuo, Yunjin Chen, Deyu Meng, Lei Zhang
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising. CoRR (2016)
WenSen Feng, Peng Qiao, Xuanyang Xi, Yunjin Chen
Image Denoising via Multi-scale Nonlinear Diffusion Models. CoRR (2016)
Xiangli Nie, Bo Zhang, Yunjin Chen, Hong Qiao
A New Algorithm for Optimizing TV-Based PolSAR Despeckling Model. IEEE Signal Process. Lett. 23 (10) (2016)
WenSen Feng, Hong Qiao, Yunjin Chen
Poisson Noise Reduction with Higher-order Natural Image Prior Model. CoRR (2016)
Yunjin Chen
Higher-order MRFs based image super resolution: why not MAP? IET Image Process. 10 (4) (2016)
Yunjin Chen, Wei Yu, Thomas Pock
On learning optimized reaction diffusion processes for effective image restoration. CoRR (2015)
Yunjin Chen, Wei Yu, Thomas Pock
On learning optimized reaction diffusion processes for effective image restoration. CVPR (2015)
Yunjin Chen, Thomas Pock
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration. CoRR (2015)
WenSen Feng, Yunjin Chen
Fast and Accurate Poisson Denoising with Optimized Nonlinear Diffusion. CoRR (2015)
Yunjin Chen, WenSen Feng, René Ranftl, Hong Qiao, Thomas Pock
A Higher-Order MRF Based Variational Model for Multiplicative Noise Reduction. IEEE Signal Process. Lett. 21 (11) (2014)
Peter Ochs, Yunjin Chen, Thomas Brox, Thomas Pock
iPiano: Inertial Proximal Algorithm for Nonconvex Optimization. SIAM J. Imaging Sci. 7 (2) (2014)
Peter Ochs, Yunjin Chen, Thomas Brox, Thomas Pock
iPiano: Inertial Proximal Algorithm for Non-Convex Optimization. CoRR (2014)
Yunjin Chen
Higher-order MRFs based image super resolution: MMSE or MAP? CoRR (2014)
Yunjin Chen, WenSen Feng, René Ranftl, Hong Qiao, Thomas Pock
A higher-order MRF based variational model for multiplicative noise reduction. CoRR (2014)
Yunjin Chen, René Ranftl, Thomas Pock
Insights into analysis operator learning: From patch-based sparse models to higher-order MRFs. CoRR (2014)
Yunjin Chen, Thomas Pock, Horst Bischof
-based analysis and synthesis sparsity priors using bi-level optimization. CoRR (2014)
Yunjin Chen, Thomas Pock, René Ranftl, Horst Bischof
Revisiting loss-specific training of filter-based MRFs for image restoration. CoRR (2014)
Yunjin Chen, René Ranftl, Thomas Pock
A bi-level view of inpainting - based image compression. CoRR (2014)
Yunjin Chen, René Ranftl, Thomas Pock
Insights Into Analysis Operator Learning: From Patch-Based Sparse Models to Higher Order MRFs. IEEE Trans. Image Process. 23 (3) (2014)
Yunjin Chen, Thomas Pock, René Ranftl, Horst Bischof
Revisiting Loss-Specific Training of Filter-Based MRFs for Image Restoration. GCPR (2013)