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Department：	Department of Information and Communication Engineering
Name：	Jinsheng Xiao
E-mail address：	xiaojs@whu。edu。cn
Gender：	Male
Title：	Professor
Cell phone number：	18971297802
Personal website：
Education：	1. Ph.D., Mathematics. Wuhan University. Wuhan, Hubei, China. June 2001. Advisor: Dr. Jingan Lei 2. B.S., Computational Mathematics. Wuhan University. Wuhan, Hubei, China. June 1996
Employment/Teaching Experience：	1. Associated Professor, School of Electronic Information, Wuhan University, China. Period: 12/2008 –present . 2. Exchange Visit Scholar, Department of Computer Science, University of California, Santa Barbara, CA, 93106, USA. Period: 8/2014 –8/2015. 3. Lectorate, School of Electronic Information, Wuhan University, China. Period: 7/2004 -11/2008. 4. Research assistant, Institute of Multimedia Network Communication, Wuhan University, China. Period: 7/2001-6/2004.
Main Courses：	1. Engineering stochastic mathematics, Undergraduate course 2. Embedded system design, Undergraduate course 3. Basic practice of software and hardware, Postgraduate course
Research Experience and Fields of Special Interest：	Video and Image Processing, Computer Vision, Video and Audio Codec, Multimedia Communication System. ----Funding 1: Study on restoration and enhancement of surveillance video under hazy weather conditions. National Natural Science Foundation of China (NSFC). Principal Investigator(PI). 2: The Research of Image Enhancement and Processing Algorithm for Smart Phone. XXXX Technologies. PI. 3: The Research of Video and Image Enhancement Algorithm for Terminal. XXXX Technologies. PI 4: The research of platform and key technology for unmanned vehicle under the comprehensive environment of Urban. National Natural Science Foundation of China (NSFC). Co.-PI. 5: The Research of Video Object Detection and Recognition. Natural Science Foundation of Hubei province. PI. 6: The implication and optimization of AAC(Advanced Audio Codec) algorithm. XXXX Technologies. Co-PI. 7: The study and implementation of high performance node for cloud computing under the video transcoding. Research Foundation of Ministry of Education and China Mobile. Co.-PI
Publications：	----Selected papers [202303x]J Xiao, Y Wu, et al, LSTFE-Net: Long Short-Term Feature Enhancement Network for Video Small Object Detection, CVPR 2023,14613-14622. [202301x]J Xiao, H Guo, et al, Tiny object detection with context enhancement and feature purification, ESWA, 2023, vol 211, 118665. [202203x]J Xiao, S Zhang, et al., Generative Adversarial Network with Hybrid Attention and Compromised Normalization for Multi-scene Image Conversion, Neural Computing and Applications, 2022, 34, 7209–7225. (IF=6) [202002x]J Xiao; M Shen; et al., Single image dehazing based on learning of haze layers，Neurocomputing,2020, 389: 108-122. (IF=6) [202001x]J Xiao; J Zhou; et al., Image Hazing Algorithm Based on Generative Adversarial Networks, IEEE Access,2020,8, 5883-15894.(IF=3.9) [201902c]Y Chen, Y Mai, J Xiao, L Zhang, Improving Anti-noise Ability of DNNs Via a Bioinspired Noise Adaptive Activation Function Rand Softplus. Neural Computation, 2019,31(6),1215-1233.(IF=2.26). [201901d]L Ding, H Zhang, J Xiao, B Li, S Lu, M Norouzifard,An improved image mixed noise removal algorithm based on super-resolution algorithm and CNN, Neural Computing and Applications, 2019,31(1):325-336.(IF=4.66). [2018x12]J Xiao, W Zou, Y Chen, W Wang, J Lei，Single image rain removal based on depth of field and sparse coding，Pattern Recognition Letters，December, 2018, 116:212-217.(IF=2.8) [2018x7]Y Zhang, J Xiao, J Peng, Y Ding, J Liu, Z Guo, X Zong, Kernel Wiener Filtering Model with Low-Rank Approximation for Image Denoising, Information Sciences, September, 2018, 462: 402–416. (IF=5.5) [2018x4]J Xiao，H Tian，Y Zhang，Y Zhou，J Lei，Blind video denoising via texture-aware noise estimation，Comp Vis Image Unde, 2018,169:1-13. (IF=2.5) [2018x2]J Lei, S Zhang, L Luo, J Xiao, H Wang,Super-resolution enhancement of UAV images based on fractional calculus and POCS, Geo-spa Info Sci,2018, 21:1, 56-66. [2018x1]J Xiao, L Luo, Y Yao, W Zou, R Klette, Lane Detection Based on Road Module and Extended Kalman Filter,LNCS,2018 [2017x6]M Xia, J Yao, R Xie, M Zhang, J Xiao, Color Consistency Correction Based on Remapping Optimization for Image Stitching, ICCV2017 workshop, [2017x5]J Xiao, L Zhu, et al., Scene-aware image dehazing based on sky-segmented dark channel prior，IET Image Processing, 11(12), 2017: 1163-1171. (SCI, IF=1.044). [2017x1]J Xiao, E liu, et al., Detail enhancement of image super-resolution based on detail synthesis, Signal Processing: Image Communication. Vol 50, Feb 2017: 21–33. (SCI, IF=2.244) [2016x6]J Xiao, G Pang, et al. Adaptive shock filter for image super-resolution and enhancement, Journal of Visual Communication and Image Representation, Vol. 40, Part A, Oct. 2016:168-177.(SCI,IF=2.16) [2016x2]J Xiao, T Liu, et al, Multi-focus image fusion based on depth extraction with inhomogeneous diffusion equation, Signal Processing, 2016,125:171-186.(SCI,IF=3.11) [2016x1]J Xiao, H Peng, et al, Fast Image Enhancement Based on Color Space Fusion, Color Research Application.2016,41(1):22-31.(SCI,IF=1) [2015x5]Y Zhang; J Xiao; et al., Learning Block-Structured Incoherent Dictionaries for Sparse Representation, Science China Information Sciences, 2015, 58:102302(15) (SCI,IF=0.85) [2014x4]J Xiao, W Li, G Liu, et.al., Hierarchical Tone Mapping Based on Image Colour Appearance Model,IET Computer Vision,2014,8(4):358–364.(SCI,IF=0.9) [2012z3]Y-Q Zhang, Y Ding, J-S Xiao, et. al., Visibility enhancement using an image filtering approach. EURASIP Journal on Advances in Signal Processing, 2012, 2012(220): 1-6.(SCI).