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Jingyu Yang

Jingyu Yang

 

 

Tianjin International Engineering Institute

yjy@tju.edu.cn

Dept

School of Electronic and Information Engineering

Title

Professor

Address

Room 511, Building 26

 

Biography

He has been a Faculty Member of Tianjin University, Tianjin, China, since 2009, where he is currently a Professor with the School of Electrical and Information Engineering. He was with Microsoft Research Asia (MSRA), Beijing, in 2011, within the MSRA’s Young Scholar Supporting Program, and the Signal Processing Laboratory, EPFL, Lausanne, Switzerland,in 2012, and from 2014 to 2015. He has authored or coauthored over 140 high quality research articles (including dozens of IEEE Transactions and top conference papers). As a Co-Author, he received the Best 10% Paper Award in the IEEE VCIP 2016 and the Platinum Best Paper Award in the IEEE ICME 2017. He was selected into several talent programs such as the Program for New Century Excellent Talents in University from the Ministry of Education, China, in 2011, the Elite Peiyang Scholar Program and the Reserved Peiyang Scholar Program of Tianjin University, in 2012 and 2014, respectively, the Innovation Talent Promotion Program from Tianjin Municipal Commission of Science and Technology in 2015, and a National High-Level Youth Talent Program, China, in 2020.

Education

Ph.D. Degree (Hons.), Tsinghua University, 2009

B. E. Degree, Beijing University of Posts and Telecommunications, 2003

Research Interests

(1) Intelligent image/video processing and analysis

(2) 3D vision

(3) Computational photography

 

Selected Publications

(1) Jingyu Yang, Xiangjun Yin, Mengxi Zhang, Huihui Yue, Xingyu Cui, and Huanjing Yue"Learning Image Formation and Regularization in Unrolling AMP for Lensless Image Reconstruction", IEEE Transactions on Computational Imaging, Vol.8, pp. 479-489, 2022.

(2) Gaosheng Liu , Huanjing Yue, Jiamin Wu, and Jingyu Yang , “Efficient Light Field Angular Super-Resolution With Sub-Aperture Feature Learning and Macro-Pixel Upsampling”,  IEEEE Transactions on Multimedia, Early Access, 2022. Jianhua Guo, Jingyu Yang, Huanjing Yue, Xin Liu, Kun Li. Unsupervised Domain-Invariant Feature Learning for Cloud Detection of Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, Art no. 5405715, pp. 1-15, 2022.

(3) Jianhua Guo, Jingyu Yang, Huanjing Yue, Yang Chen, Chunping Hou, and Kun Li, “Cloud Detection From Remote Sensing Imagery Based on Domain Translation Network,” IEEE Geoscience and Remote Sensing Letters, Vol. 19, pp. 1-5, 2022.

(4) Huanjing Yue, Zhiming Zhang, Jingyu Yang. Real-RawVSR: Real-World Raw Video Super-Resolution with a Benchmark Dataset, European Conference on Computer Vision (ECCV), 2022.

(5) Huanjing Yue, Wenxin Duo, Xiulian Peng, Jingyu Yang. Reference-Based Speech Enhancement via Feature Alignment and Fusion Network, AAAI Conference on Artificial Intelligence (AAAI), 2022.

(6) Jingyu Yang, Sheng Shen, Huanjing Yue, Kun Li. Implicit Transformer Network for Screen Content Image Continuous Super-Resolution, Advances in Neural Information Processing Systems (NeurIPS), 2021.

(7) Jingying Liu, Binyuan Hui, Kun Li, Yunke Liu, Yu-Kun Lai, Yuxiang Zhang, Yebin Liu, Jingyu Yang. Geometry-guided Dense Perspective Network for Speech-Driven Facial Animation, IEEE Transactions on Visualization and Computer Graphics, 2021.

(8) Xiaolin Song, Sicheng Zhao, Jingyu Yang, Huanjing Yue, Pengfei Xu, Runbo Hu, and Hua Chai. Spatio-temporal Contrastive Domain Adaptation for Action Recognition, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

(9) Jianhua Guo, Jingyu Yang, Huanjing Yue, Chunping Hou, and Kun Li, Landsat-8 OLI Multispectral Image Dehazing Based on Optimized Atmospheric Scattering Model, Transactions on Geoscience and Remote Sensing, online publication, 2021.

(10) Jianhua Guo, Jingyu Yang, Huanjing Yue, Hai Tan, Chunping Hou, Kun Li, “RSDehazeNet: Dehazing Network with Channel Refinement for Multispectral Remote Sensing Images”, IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 3, pp. 2535 - 2549, 2021.

(11) Huanjing Yue, Yan Mao, Lipu Liang, Hongteng Xu, Chunping Hou, and Jingyu Yang, “Recaptured Screen Image Demoiréing”, IEEE Transactions on Circuits and Systems for Video Technologyvol. 31, no. 1, pp. 49-60, Jan. 2021.

(12) Jianhua Guo, Jingyu Yang, Huanjing Yue, Hai Tan, Chunping Hou, and Kun Li, “CDnetV2: CNN-Based Cloud Detection for Remote Sensing Imagery with Cloud-snow Coexistence”, IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 1, pp. 700-713, 2021.

(13) Jingyu Yang, Xin Guo, Kun Li, Meiyuan Wang, Yu-Kun Lai, and Feng Wu, Spatio-Temporal Reconstruction for 3D Motion Recovery, IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 6, pp. 1583-1596, June 2020.

(14) Xiaolin Song, Cuiling Lan, Wenjun Zeng, Junliang Xing, Xiaoyan Sun, and Jingyu Yang, “Temporal-Spatial Mapping for Action Recognition”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 3, pp. 748-759, March 2020.

(15) Jingyu Yang, Ji Xu, Kun Li, Yukun Lai, Huanjing Yue, Jianzhi Lu, Hao Wu, and Yebin Liu, “Learning to Reconstruct and Understand Indoor Scenes from Sparse Views”, IEEE Transactions on Image Processing, vol. 29, no. 1, pp. 5753-5766, Dec. 2020.

(16) Huanjing Yue, Jianjun Liu, Jingyu Yang, Xiaoyan Sun, Truong Nguyen, and Feng Wu, IENet: Internal and External Patch Matching ConvNet for Web Image Guided Denoising, IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 11, pp. 3928-3942, 2020.

 

Selected Awards and Honors

(1) 2016, Municipal Award for Technological Invention

(2) 2015, Innovation Talent Promotion Program from Tianjin Municipal Commission of Science and Technology

(3) 2014, Reserved Peiyang Scholar of Tianjin University

(4) 2012, Elite Peiyang Scholar of Tianjin University

(5) 2011, New Century Excellent Talents in University (NCET), Ministry of Education of China

(6) 2009, Excellent Ph. D. Thesis Award at Tsinghua University

(7) 2009, First Prize of Science and Technology Awards in Guangdong Province

(8) 2008, Second Prize of National Award for Technological Invention

 

Teaching Experience

(1) Principles of Communications

(2) An Introduction to Communications

(3) Broadband Multimedia Information Processing and Transmission

(4) Multimedia Compression and Communications

(5) Mathematical Models and Algorithms in Visual computing and Communications