Name: You Yang
Academic Title: Professor
Email: yangyou@hust.edu.cn
Research Interests:
[1] Multiview visual system
[2] multi-dimensional vision
[3] computational imaging
[4] interactive multimedia
Education:
[1] 1996-2000, B.S of Applied Mathematics, Department of Mathematics, China University of Mining and Technology, Xuzhou
[2] 2000-2003, M.S of Applied Mathematics, Department of Mathematics, China University of Mining and Technology, Xuzhou
[3] 2005-2009, Phd of Computer Science, Institute of Computing Technology, Chinese Academic of Sciences, Beijing
Employment and Work Experience:
[1] 2003-2005, Assistant Professor in Department of Mathematics, China University of Mining and Technology, Xuzhou
[2] 2009-2011, Post-doctoral fellow in Automation Department, Tsinghua University, Beijing
[3] 2011-2013, Chief Scientist and Senior Researcher in Sumavision Research, Beijing
[4] 2013-now, Lecturer (2013-2014), Associate Professor (2014-2020) and Full Professor (2020-) of Department of Information Engineering, Huazhong University of Science and Technology, Wuhan
Teaching:
[1] Digital fundamentals (undergraduate course, both for domestic and international students)
[2] Multimedia communications (both for undergraduate and graduate students)
Selected Publications:
[1] Muhammad Rizwan Khan, You Yang, Qiong Liu, Zahid Hussain Qaisar; Divide and Conquer: Ill-Light Image Enhancement via Hybrid Deep Network, Expert System with Applications, 182, 2021, 115034.
[2] Rizwan Khan, You Yang, Qiong Liu, Jialie Shen, Bing Li; Deep Image Enhancement for Ill Light Imaging, Journal of the Optical Society of America A, vol. 38, 2021, 827-839.
[3] Yun Zhang, Huanhua Liu, You Yang, Xiaoping Fan, Sam Kwong, C. C. Jay Kuo; Deep Learning Based Just Noticeable Difference and Perceptual Quality Prediction Models for Compressed Video, IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2021.3076224
[4] Kejun Wu, You Yang, Qiong Liu, Xiaoping Zhang, Gaussian-Wiener Representation and Hierarchical Coding Scheme for Focal Stack Images, IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2021.3066523
[5] Rizwan Khan, Qiong Liu, You Yang; A Deep Hybrid Few Shot Divide and Glow Method for Ill-light Image Enhancement, IEEE Access, vol. 9, 2021, 17767-17778.
[6] Hao Jiang, Gangyi Jiang, Mei Yu, Yun Zhang, You Yang, Zongju Peng, Fen Chen, Qingbo Zhang; Cubemap-based Perception-driven Blind Quality Assessment for 360-degree Images, IEEE Transaction on Image Processing, vol. 30, Jan. 2021, 2364-2377.
[7] Xin He, Qiong Liu, You Yang; Make Full Use of Priors: Cross-view Optimized Filter for Multi-view Depth Enhancement, ACM Transactions on Multimedia Computing Communications and Applications, Dec. 2020, 16(4), Article No. 127, pp. 1-19.
[8] Kejun Wu, You Yang, Mei Yu, Qiong Liu; Block-wise focal stack images representation for end-to-end applications, Optics Express, Dec. 2020, 28(26), 40024-40043.
[9] You Yang, Jingyu Yang, and Ehsan Adeli. AI-Powered 3D Vision, IET Image Processing, Vol. 14, No. 12, Oct. 2020, 2627-2629.
[10] Yeyao Chen, Gangyi Jiang, Mei Yu, You Yang, Ho-sung Ho; Learning Stereo High Dynamic Range Imaging from A Pair of Cameras with Different Exposure Parameters, IEEE Transaction on Computational Imaging, vol. 6, Aug. 2020, 1044-1058 (impact factor: 5.640)
[11] Siqi Chen, Qiong Liu, You Yang; Adaptive Multi-Modality Residual Network for Compression Distorted Multi-View Depth Video Enhancement, IEEE Access, vol. 8, May 2020, 97072 - 97081.
[12] Mostafa Mahmoud Ibrahim, Qiong Liu, Rizwan Khan, Jingyu Yang, Ehsan Adeli, You Yang; Depth Map Artifacts Reduction: A Review, IET Image Processing, Vol. 14, No. 12, Oct. 2020, 2630-2644.
[13] Xin He, Qiong Liu, and You Yang; MV-GNN: Multi-view Graph Neural Network for Compression Artifacts Reduction, IEEE Transaction on Image Processing, vol. 29, 2020, 6829 - 6840.
[14] Ye Wang, You Yang, Qiong Liu; Feature-Aware Trilateral Filter with Energy Minimization for 3D Mesh Denoising, IEEE Access, vol.8, March 2020, 52232-52244.
[15] Mostafa Mahmoud Ibrahim, Qiong Liu, and You Yang; An adaptive colour-guided non-local means algorithm for compound noise reduction of depth maps, IET Image Processing, Vol. 14, No. 12, Oct. 2020, 2768-2779
[16] Pei An, Qiong Liu, Firas Abedi, and You Yang; Novel Calibration Method for Camera Array in Spherical Arrangement, Signal Processing: Image Communication, vol. 80, Jan. 2020, 11568
[17] Sen Xiang, You Yang, Huiping Deng, Jin Wu, Li Yu; Multi-anchor spatial phase unwrapping for structured light depth sensing, Optics Express, Nov. 2019, 27(3), 33488-33503.
[18] Firas Abedi, You Yang, Qiong Liu; Group Geometric Calibration and Rectification for Circular Multi-Camera Imaging System, Optics Express, Oct. 2018, 26(23), 30596-30613.
[19] You Yang, Qiong Liu, Xin He, and Zhen Liu; Cross-view Multi-lateral Filter for Compressed Multi-view Depth Video, IEEE Transaction on Image Processing, vol. 28, no. 1, Jan. 2019, 302-315.
[20] You Yang, Bei Li, Pian Li, and Qiong Liu; A Two-Stage Clustering Based 3D Visual Saliency Model for Dynamic Scenarios, IEEE Transactions on Multimedia, vol. 21, no. 4, April 2019, 809-820.
[21] Sen Xiang, Huiping Deng, Li Yu, Jin Wu, You Yang, Qiong Liu, and Zhenwei Yuan; Hybrid profilometry using a single monochromatic multi-frequency pattern, Optics Express 25(22), 2017, 27195-27209
[22] Ke Lu, You Yang, and Yi Zhen. Stereo Data Sensing, Computation and Perception, Neurocomputing, Vol. 215, Nov. 2016, 1-2.
[23] You Yang, Xu Wang, Qiong Liu, Mingliang Xu, Wei Wu; User Models of Subjective Image Quality Assessment of Virtual Viewpoint in Free-viewpoint Video System, Multimedia Tools and Applications, vol. 75, no. 20, 2016, 12499-12519
Scientific Research Projects:
[1] Quality assessment and interactivity modeling of dynamic light field, granted by China Postdoctoral Science Foundation (No. 20090460323)
[2] Depth computation, compression and quality assessment of dynamic light field, granted by China Postdoctoral Science Foundation for Outstanding Post Doctor.
[3] High efficiency compression of dynamic light field, granted by Natural Science Foundation of China (No. 61170194).
[4] 3D video and 3D MIMO enhancement, granted by China Ministry of Education (No.MCM20130121)
[5] Surveillance video quality assessment models and tools, granted by China Aero Administration Bureau
[6] High efficiency sensing and processing of dynamic depth field, granted by Natural Science Foundation of China (No. 61571204)
[7] The National Key Research and Development Program of China, State Ministry of Science and Technology (No. 2017YFC0806202)
[8] Depth-Illumination Joint Sensing and Computation in Natural Scenes, granted by Natural Science Foundation of China (No. 61971203)
[9] High performance video coding for international standards, granted by OPPO Guangdong Mobile Communications Co. Ltd. (No. 61971203)
[10] Research and development of multi spectual imaging system, granted by Yunnan Academy of Electricity Science, China Southern Power Grid
[11] AI assist diagnose for CT imaging, joint research with Wuhan Asia Heart Hospital, granted by Wuhan Municipal Health Commission (No. 2019020701011422)
[12] Novel compound eye based high throughput endoscopy, joint research with Union Hospital, granted by Wuhan Municipal Health Commission (No. 2020020601012222)
[13] Scene depth and illumination joint sensing and computation, granted by National Natural Science Foundation (No. 61971203)
Awards and Honors:
[1] 2011 First Prize Award for Technological Invention, Chinese Ministry of Education, China
[2] 2013 3551 Talent Project Award, Donghu National High-Tech Bureau, China
[3] 2015 Rising Star of Huazhong University of Science and Technology, China
[4] 2015 Chutian Scholar, Ministry of Education, Hubei Provice, China
[5] 2015 Outstanding Contributor, UNITAR, United Nations
[6] 2016 Huazhong Scholar, Huazhong Univ. Sci. Tech., China
[7] 2017 Most Potential Reviewer Award, Journal of Image and Graphics, CSIG
[8] 2021 Highly Commended Award of Communication & IT, E&T Innovation Award, U.K.
Others:
Associate Editor of Journals
[1] 2016- PLoS One
[2] 2018- IEEE Access
[3] 2018- IET Image Processing
[4] 2021- Journal of Electronic Imaging
