刘绍辉

基本信息 科学研究 教育教学 其它兴趣 家庭(Family) 简历(Resume) 论文专利(papers & patents) EnglishVersion ... 简历(Resume) 论文专利(papers & patents) EnglishVersion 新建主栏目 基本信息 名称 刘绍辉，男，湖南新化人，汉族，1977年生。工学博士，硕/博士生导师；哈尔滨工业大学计算机科学与技术学院、智能接口与人机交互技术研究中心。 先后主持承担和参与国家自然科学基金重点项目、863重点项目、973课题以及一批省部级重点项目和多项国际合作项目。获省部级科技二等奖四项，省级教育成果一等奖一项。 工作经历 名称 时间 工作经历 2007.7.1-目前 哈尔滨工业大学 2012.8.30-2013.2.28 韩国世宗大学 2013.12.04-2014.12.24 美国密苏里大学 研究方向 名称 计算机视觉：目标检测与跟踪，机器学习及优化方法，媒体分析与理解，媒体安全：隐藏与加密 教育经历 名称 2001年9月-2007年4月，哈尔滨工业大学，计算机科学与技术学院，计算机应用技术，工学博士，导师：高文教授 1999年9月-2001年7月，哈尔滨工业大学，理学院，计算数学，理学硕士，导师：吴勃英教授 1995年9月-1999年7月，哈尔滨工业大学，数学系，计算数学及其应用软件开发，理学学士，导师：王雪峰教授 1992年9月-1995年7月，湖南省新化县第一中学 荣誉称号 名称 2023年 哈工大计算学部“教学支持”奖 2023年 哈尔滨工业大学“本科优秀毕业设计（论文）”指导教师 2023年 哈尔滨工业大学“优秀工会积极分子” 2023年 哈尔滨工业大学“2136001先进班集体标兵”班主任 2022年 全国信息安全竞赛“优秀指导教师” 2021年 “智能基座”华为云与计算先锋教师 2021年 哈尔滨工业大学 “优秀工会工作者” 2021年 哈尔滨工业大学“优秀硕士学位论文”指导教师 2021年 哈尔滨工业大学“本科优秀毕业设计（论文）”指导教师 2021年 哈工大计算学部“优秀党务工作者” 2020年 哈尔滨工业大学“优秀思想政治工作者” 2020年 哈工大计算学部 “在线教学优秀奖” 2020年 哈工大计算学部 “竞赛指导奖” 2020年 哈工大计算学部 “在线教学支持奖” 2020年 哈工大计算学部 “教材贡献奖” 2020年 哈尔滨工业大学 “先进个人” 2019年 哈工大计算机学院“教学贡献奖” 2019年 哈尔滨工业大学“本科优秀毕业设计（论文）”指导教师 2019年 哈尔滨工业大学“先进工会组织” 2018年 哈尔滨工业大学“青年教师创新奖” 2018年 哈尔滨工业大学“先进思想政治工作集体” 2018年 哈尔滨工业大学“优秀思想政治工作者” 2018年 哈尔滨工业大学“我最喜爱的优秀班主任” 2018年 哈工大计算机学院“要地净空防御奖” 2017年 哈尔滨工业大学“本科优秀毕业设计（论文）”指导教师 2017年 哈工大计算机学院“教学科研衔接开拓奖” 2013年 哈尔滨工业大学“本科优秀毕业设计（论文）”指导教师 2013年 哈尔滨工业大学“人口和计划生育工作优秀宣传员” 2012年 哈尔滨工业大学“人口和计划生育工作优秀宣传员” 2010年 哈尔滨工业大学“工会活动积极分子” 主要任职 名称 2023-2027，黑龙江计算机学会智慧医疗专委会秘书长 2012-2013年度，YOCSEF哈尔滨分论坛秘书、AC委员 2009-目前，中国计算机学会高级会员 2007-目前，智能接口与人机交互技术研究中心，教学秘书 2008-2014，YOCSEF哈尔滨分论坛学术委员 2009.9-2010.8，哈尔滨工业大学，计算机科学与技术学院，青年教师论坛主席 我的新闻 新闻标题 首都机场启用“人面钥匙”：利用面部识别身份 发布时间 2012-03-29 北京科技报报道，http://news.163.com/09/1006/09/5KUDCRPO000125LI.html 新闻标题 戍边哨兵长了千里眼　坐地巡边犹在阵前 发布时间 2012-03-29 黑龙江日报报道，http://news.hit.edu.cn/articles/2007/08-08/08162844.htm 新闻标题 我校代表队夺得搜狐图文匹配算法比赛冠军 发布时间 2017-06-26 http://news.hit.edu.cn/c0/f6/c1510a180470/page.htm 哈工大报讯（计算机 文/图）在日前结束的2017搜狐图文匹配算法大赛中，由计算机学院智能接口与人机交互中心研究生陶文、王家伟、景璇璇、代江和本科生张方毅组成的代表队在教师刘绍辉、姜峰联合指导下，夺得此次比赛的冠军。 搜狐图文匹配算法大赛是搜狐联合电气电子工程师学会中国分会（英文缩写为IEEE-China）和清华大学计算机系知识工程研究室共同举办的新闻配图比赛，搜狐提供百万级的真实数据，邀请全球IT高手一同解决图文匹配这一算法课题，吸引了来自清华大学、北京大学等国内外高校、科研机构和企业的近400支队伍报名参赛。 研究领域 名称 图像处理和模式识别 计算机视觉 人工智能 强化学习 多媒体安全 主要研究方向:图像、视频处理，强化学习，多媒体理解与安全：跨媒体理解，信息隐藏、数字取证、多媒体加密等， 团队成员 名称 姚鸿勋，研究方向：图像检索、群体行为分析. 赵德斌，研究方向：图像和视频压缩 姜峰，研究方向：图像复原. 范晓鹏，研究方向：视频编码 科研项目 项目名称 可伸缩编码中的信息隐藏技术 项目来源 国家自然科学基金 开始时间 2009-01-01 结束时间 2011-12-01 项目经费 19 担任角色 负责 项目类别 纵向项目 项目状态 完成 简单介绍 项目名称 分布式视频编码 项目来源 973课题 开始时间 2009-01-01 结束时间 2013-12-01 项目经费 392 担任角色 参与 项目类别 纵向项目 项目状态 完成 简单介绍 Reviewer 名称 PROFESSIONAL ACTIVITIES: Associate Editor for: IEEE Access Reviewer for: IEEE Transaction on PAMI IEEE Transaction on IP IEEE Transaction on IFS Measurement Sensors ACM TOMM Journal of Ambient Intelligence and Humanized Computing EURASIP Journal on Advances in Signal Processing Journal of Systems and Software (Elsevier) Computer Vision and Image Understanding(Elsevier) Information Sciences(Elsevier) IEEE Transactions on Multimedia IEEE Transactions on CSVT IEEE Multimedia Magazine IEEE Signal Processing Letters ETRI Journal Journal of Visual Communication and Image Representation Signal Processing: Image Communication International Journal of Network Security Journal of Image and Graphics Journal of Imaging Journal of Computer Science and Technology Chinese Journal of Computers(In Chinese) International Journal of Digital Content Technology and its Applications Journal of Convergence Information Technology International Journal of Image Processing Reviewer for Several Conferences: ICIC2007,ICIC2008,ICIC2009,ICIC2011, MWSCAS2010, EISTA2005, EISTA2008, EISTA2009, ICETI 2010,EEET 2010, ICME2014,ICME2015 TPC(Technical Program Committee)member and some session Chair for Several Conferences oPCM2017 oICME2015 oCNIS2015 oICME2014 oCSAC2014 oISSN2014 oAPCIIT2013 oASP2013 oASP2012 oACM ICIMCS2010 oICIC2010 讲授课程 名称 本科生课程： 最优化技术：主要介绍无约束最优化与约束最优化的基本方法，以及其在图像视频处理中的应用 信息论原理：主要介绍香农信息论及编码理论与应用 多媒体技术：主要介绍多媒体相关技术基础及目前的进展情况 计算机视觉：主要介绍底层-中层与高层计算机视觉的经典算法 信息安全新进展：主要介绍与信息安全相关的多媒体处理 密码学原理与应用：主要介绍密码学的基本原语以及一些最新的发展趋势 计算建模：主要介绍计算机科学与技术中的随机过程和基本的随机建模 数字媒体技术：介绍多媒体从采集、存储、传输、处理、分析等相关的技术和算法 创新研修课：以人为中心的人工智能设计 人工智能数学基础：介绍Ax=b的超定、欠定稀疏求解以及优化算法 研究生课程： 多媒体技术： 主要介绍多媒体相关的技术、算法及最新进展 数字图像处理：主要介绍各种数学变换、图像增强、复原等基础算法和应用 计算机视觉专题讲座：主要介绍视觉相关的各种技术 组合优化与凸优化：介绍最优化理论与方法，组合优化基本算法 computer vision：英文课，介绍相关的技术和最新进展 招生信息 名称 博士招生： 每年1-2名 要求：有很强的编程能力和数学基础，优秀的英文阅读理解能力，专注力强！ 硕士招生:每年3-4名 要求：有较强的编程能力和好的数学基础，能熟练阅读英文文献！ 桃李满天 名称 硕士毕业生： 2023年毕业：朱文豪，徐洪磊，舒言，邓睿智，罗伯特 2022年毕业：梁智博，郭富博（字节），朱航延，ANDRUKHOV ALEKSANDR（萨沙），崔安娜，秦萌， 2021年毕业：曾晶华（校优秀论文，阿里），袁明嵩（3院），陈紫琴（国家计算机网络与信息安全管理中心湖北分中心），AHMED ASEDO SHEKTOFIK，李立川，刘鸿翔 2020年毕业：牛惠冉（搜狗），樊松源（601），杨昕（华为），占海（黑龙江移动），Nika（尼卡），任家跃，徐铭璋，杨迪 2019年毕业：王健宇（华为），贺家灵（旷世），刘然（纪检），钟山（中国民用航空飞行学院），Doaa（苏蓝），Tular Arbi（阿尔比） 2018年毕业：王家伟（旷视），李蓝星（猎豹），徐博文（全国股转），代江（百度），王赫 2017年毕业：王仁洁 2016年毕业：常轶群 2015年毕业：邹亚劼（去哪儿），秦一凡（哈工大读博） 2014年毕业：王殿全（双城税务），王旭林（14），Reutov Alexey 本科毕业生： 2023年毕业：张艺亭（浙大直博），王家琪（港中文直博），李天正（哈工大读研），胡鹏（哈工大读研），刘海龙（清华读研），贾鸿飞，吴雄涛，李宇，周浦超，惠丹妮，何星阳，宋珂源，武晏峰，毛星 2022年毕业：黎育升（清华深研院读研），吴柏辰，王志泓（北大读研），徐伟嘉，陈浩，何明研，郭嘉祥（读研） 2021年毕业：惠一峰（校优秀论文，上交读研），朱文豪（哈工大读研），张志豪（军事科学院读研），王之品（北航读研），徐洪磊（哈工大读研），施屏竹（南加大读研），瞿韬，刘正言 2020年毕业：吴逸飞（上交读研），赖昕（港中文读研），郭富博（哈工大读研），张雷（哈工大读研），文恬静，付饶，王伊，罗文弟（兰大读研），杨舜，姚远（新加坡国立读博），朱明彦，安宏宇（哈工大读研），乔梓峰，蒋怡宁，肖腾龙（深大读研），郜珊珊，王弘毅，钱雨婷，戴行健，姚淦（哈工大读博），黄柳，李启航（哈工大读研） 2019年毕业：张刚（校优秀论文，清华读研），曾晶华（哈工大读研），张迪（哈工大读研），梁智博（哈工大读研），梁天材，朱梦圆，张永顺（南大读研），赵洪东（哈工大读研），王跻权（浙大读研），贾彤彤，桓琦，何青松，何越伟，葛顺 2018年毕业：田倬韬(校优秀论文，香港中文大学读研)，张志聪（哈工大读研），李诗阳（出国读研），张逸杰（出国读研） 2017年毕业：郭殿诚（华为深圳），罗晓倩（浙大读研），何首帅（解放军陆军工程大学读研），张方毅（计算所读研），邓俊峰（哈工大读研），范永栋（哈工大读研），杨超杰（哈工大读研），曹博，张丰 2016年毕业：鲁斯兰，王家伟，孙亚东，刘颜铭，卞昊 2015年毕业：孔庆雷，侍 洋，刘旭泽 2014年毕业：乔师师，常 欣，关云卿 2013年毕业：陈瑞麟，张 翔（校优秀论文），刘 强，李 秀 2012年毕业：王旭林，陶克路，李 雪，卢 毅 2011年毕业：刘航帆，陈 盛，许之晟，于 泓，李仁龙，高 超 2010年毕业：王 瑨，王 博，王晓萌 2009年毕业：孙中禹，王清海，崔 剑 2008年毕业：于 洪，于志超，王诗琪，张晓敏 关于运动 名称 爱好篮球、羽毛球、乒乓球，游泳 关于研究 名称 图像视频处理，计算机视觉，模式识别 对优化、计算、加解密、图像处理等有一定兴趣 My son 名称 儿子 名称 my wife and son 名称 CV 名称 Associate Professor, Ph.D.,School of Computer Science and Technology, Harbin Institute of TechnologyP.O.BOX321,Harbin, 150001, ChinaTel: (86) 451-86416485, Fax: (86) 451-86413309Email: shliu at hit dot edu dot cnURL: http://homepage.hit.edu.cn/liushaohui EDUCATION PhD in Computer Application Technology, Harbin Institute of Technology, P. R. China, April, 2007. M.E. in Computation Mathematics, Harbin Institute of Technology, P. R. China, 2001. B.E. in Computation Mathematics and Its Application Software Developments, Harbin Institute of Technology, P. R. China, 1999. RESEARCH INTERESTS Multimedia Signal Processing, Image/Video Processing, Multimedia Security, Wavelet Analysis, Digital Forensic, Object Tracking Computer Vision and Pattern Recognition Optimization Methods in Multimedia EXPERIENCES 12/2012 - Present: Associate Professor, School of Computer Science and Technology, Harbin Institute of Technology 12/2013 - 12/2014: Visiting Scholar, Department of Computer Science, University of Missouri Columbia, Missouri, USA 08/2012 - 02/2013: Visiting Professor, Post-Doctor, Department of Computer Engineering, Sejong University, Korea 08/2007 - 11/2012: Assistant Professor, School of Computer Science and Technology, Harbin Institute of Technology 06/2003 - 10/2005: Research Assistant, JDL DRM Group, Worked on Digital Rights Management(DRM) on AVS(Audio-Video Standards in China) 06/2004 - 09/2004: Intern, MSRA, Beijing, China Developed a data hiding algorithm in SVC 01/2000 – 04/2000: Intern, Peking University, Beijing, ChinaDeveloped an algorithm based on wavelet in Payload Forecast Electric Power System PUBLICATIONS Please click shaohui liu@#？lp for more information. Journals: Liu, Shaohui; Wang, Cheng; Liu, Yan; Zhao, Debin; Chen, Xiyuan. A High Capacity Data Hiding Scheme in H.264/AVC Encoder. Advanced Science Letters, Volume 11, Number 1, May 2012 , pp. 730-733, 2012 Shaohui Liu, Hongxun Yao, Shengping Zhang, Wen Gao: A Progressive Quality Hiding Strategy Based on Equivalence Partitions of Hiding Units. T. Data Hiding and Multimedia Security 6: 58-82 (2011) Liu Shaohui, Sun Jianchao, Yao Hongxun. An Improved Image Steganalysis Method Based on Markov Chains for Spread-Spectrum Data Hiding. Jounral of Graduate University of Chinese Academy of Sciences,28(5): 690-695, 2011(In chinese) Liu Shaohui, Han Lu, Yao Hongxun. Video watermarking algorithm for resisting collusion attacks. Journal of Communications, Vol.31, No.1: 14-19,2010(In chinese) Wang Liang, Yao Hongxun and Liu Shaohui. Geometric and Algebraic Approaches of Planar Structure Recovery based on Properties of Dual Conic. IJPARI. Vol.23, No.8:1753-1771, 2009 Zhang Shengping, Yao Hongxun, Liu Shaohui. Dynamic Background subtraction based on local dependency histogram. IJPARI. Vol.23, No.7: 1397-1419, 2009 Liu Shaohui, Gong Long, Yao Hongxun. Univeral Steganalysis Based on Multi-Dimensional Gradient Energy Against Space Domain Steganography. Journal of Computer Research and Development, 46(Suppl.): 168-172, 2009(In chinese) Shaohui Liu, Hongxun Yao, Wen Gao, Yongliang Liu. An Image Fragile Watermark Scheme Based on Chaotic Image Pattern and Pixel-Pairs. Applied Mathematics and Computation. 2007, 185(2): 869~882 Shaohui Liu, Hongxun Yao, Wen Gao, Dingguo Yang，Minimizing the Distortion Spatial Data Hiding Based on Equivalence Class，LNCS Vol.4681: 667-678,2007 Tianhang Chen, Shaohui Liu, Hongxun Yao, Wen Gao. Spatial Video Watermarking Based on Stability of DC Coefficients. Lecture Notes in Artificial Intelligence, Springer-Verlag Berin, 3930: 1033~1042, 2006 Lijun Wang, Hongxun Yao, Shaohui Liu, Wen Gao. An Adaptive Mapping Energy Video Watermarking Scheme in the Compressed Domain. Chinese Journal of Computers, 2005, 28(11): 1843~1852. Lijun Wang, Hongxun Yao, Shaohui Liu, Wen Gao. Inter-Frame Differential Energy Watermarking of ＭPEG-4 Compressed Video. Computer Engineering and Applications. 2005, 41(9):52~55(In chinese) Shaohui Liu, Hongxun Yao, Wen Gao. Steganalysis Based on Wavelet Texture Analysis. Journal of Fudan University (Natural Science)，2004, 43(5): 910~913 Liu Shaohui, Yao Hongxun, Gao Wen, Jiang Feng. Steganalysis of Images Created by Quantizating Wavelet Transform Coefficients. Journal of China Institute of Communications. 2004, 25 (7):71~77 (In chinese) Zhao Chaokui, Yao Hongxun, Liu Shaohui. A Digital Watermark Algorithm Based on Side-Information. Journal of China Institute of Communications，2004, 25 (7):115~120(In chinese) Patents: Zhao Debin, Li Xiaoming, Liu Shaohui, Jiang Feng. " The Method to embed digital watermark and extract recoverable watermark in multimedia," China. Patent APP. No. 200910073397.6, Dec. 2009. Hongxun Yao, Wen Gao, Feng Jiang, Yongliang Liu, Shaohui Liu, " The Method to embed digital watermark and extract recoverable watermark in multimedia," China. Patent No. 02132598.7, July. 2002. Proposals for Standards: Liu Shaohui, Liu Yongliang, "A Review of Watermark Hardware Implementation". AVS-DRM, M1575, 2005 Liu Shaohui, Liu Yongliang, "A DRM Content Format for AVS". AVS-DRM, M1576, 2005 Liu Shaohui, Liu Yongliang, "A DRM Framework for AVS-DRM". AVS-DRM, M1577, 2005 Liu Yongliang,Liu Shaohui, "A Suggested AVS Content Management Standard". AVS-DRM, M1555, 2005 Conferences: Anan Guo, Debin Zhao, Shaohui Liu, Xiaopeng Fan, Wen Gao: Visual attention based image quality assessment. ICIP 2011: 3297-3300 Shaohui Liu, Feng Jiang, Hongxun Yao, Debin Zhao. An image data hiding method using pixel-based JND model. 2010 International Conference on Intelligent Computing(ICIC2010), ICIC (3) 2010: 312-319 Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xianming Liu, Shaohui Liu, Visual Saliency as Sequential Eye Fixation Probability, ICIP 2010, 1093-1096,DOI.10.1109/ICIP.2010.5652950 Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xianming Liu, Shaohui Liu, Saliency Detection based on Short-Term Sparse Representation, ICIP 2010,1101-1104,DOI.10.1109/ ICIP.2010.5653713. Feng Shi, Shaohui Liu, Hongxun Yao, Shengping Zhang, "Scalable and Credible Video Watermarking Towards Scalable Video Coding", Pacific-Rim Conference on Multimedia (PCM 2010). LNCS Vol.6297, 697-708, DOI: 10.1007/978-3-642-15702-8_64,2010 Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Xiaotong Yuan, Shaohui Liu, Wen Gao, “Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles”, CVPR, 2010, Shaohui Liu, Hongxun Yao, Shengping Zhang, Wen Gao, "A Steganography Strategy Based on Equivalence Partitions of Hiding Units", IEEE International Conference on Multimedia & Expo Workshop on Content Protection & Forensics (CPAF 2010),pages: 1299-1304， July 2010 Shengping Zhang, Hongxun Yao, Xin Sun, Shaohui Liu, "Object Tracking via Sparse Representation", SPIE International Conference on Visual Communications and Image Processing (VCIP 2010). Proc. of SPIE Vol.7744, 77441N-1-8, doi:10.1117/12.863437 July 2010 Shengping Zhang, Hongxun Yao, Shaohui Liu, "Partial Occlusion Robust Object Tracking Using An Effective Appearance Model", SPIE International Conference on Visual Communications and Image Processing (VCIP 2010). Proc. of SPIE Vol.7744, 77442U-1-8, doi:10.1117/12.863457 July 2010 Anan Guo, Debin Zhao, Shaohui Liu, Guangyao Cao. Fovea Based Image Quality Assessment. SPIE International Conference on Visual Communications and Image Processing (VCIP 2010). Proc. of SPIE Vol.7744, 774426-1-10, doi:10.1117/12.863524. July 2010 Liu, Shaohui; Shi, Feng; Wang, Jiguang; Zhang, Shengping. An Improved Spatial Spread-Spectrum Video Watermarking. 2010 International Conference on Intelligent Computation Technology and Automation (ICICTA),Volume:1, Page(s): 587-590, May 2010 Shengping Zhang, Hongxun Yao, Shaohui Liu: Robust visual tracking using feature-based visual attention. IEEE ICASSP 2010:1150-1153, Mar. 2010 Bineng Zhong, Hongxun Yao, Shaohui Liu: Robust background modeling via standard variance feature. IEEE ICASSP 2010: 1182-1185, Mar. 2010 Bineng Zhong, Shaohui Liu, Hongxun Yao, Baochang Zhang: Multi-resolution background subtractioni for dynamic scenes. IEEE ICIP 2009 Bineng Zhong, Hongxun Yao, Shaohui Liu: Neighboring image patches embedding for background modeling. IEEE ICIP 2009: Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, Shaohui Liu: Photo Assessment based on Computational Visual Attention Model. ACM Multimedia 2009:541-544 Bineng Zhong, Shaohui Liu, Hongxun Yao: Local spatial co-occuurence for background subtraction via adaptive binned kernel estimation. ACCV 2009 Shaohui Liu, Lin Ma, Hongxun Yao, Debin Zhao: Universal Steganalysis based on Statistical Models using Reorganization of Block-based DCT Coefficients. IAS 2009: 778-781 Shengping Zhang, Hongxun Yao, Shaohui Liu: Spatial-temporal nonparametric background subtraction in dynamic scenes. IEEE ICME 2009, pp:518-521, June 28 2009- July 3, 2009 Shengping Zhang, Hongxun Yao, Shaohui Liu: Dynamic background modeling and subtraction using spatio-temporal local binary patterns. ICIP 2008: 1556-1559 Shengping Zhang, Hongxun Yao, Shaohui Liu, Xilin Chen, Wen Gao: A covariance-based method for dynamic background subtraction. ICPR 2008: 1-4 Shaohui Liu, Tianhang Chen, Hongxun Yao and Wen Gao. A Real-time Video Watermarking Using Adjacent Luminance Blocks Correlation Based on Compressed Domain. Proceedings of IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing，Harbin, China, 833~836，Aug., 2008. Rongrong Ji, Hongxun Yao, Shaohui Liu, Jicheng Wang, Pengfei Xu: A Novel Retrieval Refinement and Interaction Pattern by Exploring Result Correlations for Image Retrieval. Adaptive Multimedia Retrieval 2007: 85-94, LNCS Vol.4918, 2008 Rongrong Ji, Hongxun Yao, Shaohui Liu, Liang Wang. Genetic Algorithm Based Optimal Block Mapping Method for LSB Substitution. Proceedings of IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing，Pasadena, USA,215~218，Dec.2006. Rongrong Ji, Hongxun Yao, Shaohui Liu, Liang Wang. A New Steganalysis Method for Adaptive Spread Spectrum Steganography. Proceedings of IEEE Int. Conference on Intelligent Information Hiding and Multimedia Signal Processing，Pasadena, USA,365~368, Dec. 2006. Liu Shaohui, Yao Hongxun, Gao Wen. Robust Digital Watermarking based on Contourlet Transform. The 4th International Conference on Wavelet Analysis and its Applications (WAA 2005), Macao, Nov. 30 - Dec.2, 2005 Tianhang Chen, Shaohui Liu, Hongxun Yao, Wen Gao. Robust Video Watermarking Based on DC Coefficients of Selected Blocks. Proceedings of International Conference Machine Learning and Cybernetics, Guangzhou, China, 6:5273~5278, Aug. 2005. Liu Shaohui, Chen Tianhang, Yao Hongxun, Gao Wen. A Variable Depth LSB Data Hiding Technique in Images. Proceedings of IEEE International Conference on Machine Learning and Cybernetics, Shanghai, China, 7: 3990~3994, Aug. 2004. Shaohui Liu, Hongxun Yao, Wen Gao. Steganalysis Based on Texture Analysis and Neural Network. Proceedings of IEEE World Congress on Intelligent Control and Automation, Hangzhou, China, 5: 4066~4069, Jun. 2004. Shaohui Liu, Hongxun Yao, Wen Gao. RST- Invariant Digital Watermarking to Face Image Database. Proceedings of International Conference on Wavelet Analysis & Its Applications, Chongqing, China, 2: 269~274, May 2004. Shaohui Liu, Hongxun Yao, Wen Gao. Blind Watermarking Based on Coset and Scale Quantization in Dwt Domain. Proceedings of International Conference on Wavelet Analysis & Its Applications, Chongqing, China, 2: 344~349, May 2004. Lijun Wang, Hongxun Yao, Shaohui Liu, Wen Gao. Mapping Energy Video Watermarking Algorithm Based on Compressed Domain. Proceedings of the Pacific-Rim Conference on Multimedia(PCM2004), Tokyo, Japan, Lecture Notes in Computer Science, Springer-Verlag Berlin, 3333: 433~440, Dec. 2004. Hui Han, Hongxun Yao, Shaohui Liu, Yan Liu. A Fragile Image Watermarking Based on Mass and Centroid. Proceedings of the Pacific-Rim Conference on Multimedia(PCM2004), Tokyo, Japan, Lecture Notes in Computer Science, Springer-Verlag Berlin, 3333: 441~448, Dec. 2004. Hui Han, Hongxun Yao, Shaohui Liu, Yan Liu. A Fragile Watermarking Based on Knapsack Problem. Proceedings of the Pacific-Rim Conference on Multimedia(PCM2004), Tokyo, Japan, Lecture Notes in Computer Science, Springer-Verlag Berlin, 3333: 771~776, Dec. 2004. Liu Yongliang, Wen Gao, Shaohui Liu. Secure Watermark Detection Schemes. Proceedings of IEEE the 10th Asia-Pacific Conference on Communications, Beijing, China, 2: 631-633, Aug. 2004. Liu Yongliang, Wen Gao, Shaohui Liu. Multimedia Security in the Distributed Environment. Proceedings of IEEE the 10th Asia-Pacific Conference on Communications, Beijing, China, 2: 639-642, Aug. 2004. Wang Lijun, Yao Hongxun, Liu Shaohui, Gao Wen. Inter-Frame Differential Energy Video Watermarking Algorithm Based on Compressed Domain. Proceedings of International Conference Image Analysis and Recognition, Porto, Portugal, Lecture Notes in Computer Science, Springer-Verlag Berlin, 3212: 778~785, Sep. 2004. Liu Yazhou, Gao Wen, Yao Hongxun, Liu Shaohui, Wang Lijun. Fast Moving Region Detection Scheme in Ad Hoc Sensor Network. Proceedings of International Conference Image Analysis and Recognition, Porto, Portugal, Lecture Notes in Computer Science, Springer-Verlag Berlin, 3212: 520~527, Sep. 2004. Jie Chen, Hongxun Yao, Wen Gao, Shaohui Liu. A Robust Watermarking Method Based on Wavelet and Zernike Transform. Proceedings of the IEEE International Symposium on Circuits and Systems, Vancover, Canada, 2: 173~176, May 2004. Yazhou Liu, Wen Gao, Hongxun Yao, Shaohui Liu. A Texture-Based Tamper Detection Scheme by Fragile Watermark. Proceedings of the IEEE International Symposium on Circuits and Systems, Vancover, Canada, Vancover, Canada, 2: 177~180, May 2004. Liu Shaohui, Yao Hongxun, Gao Wen. Neural Network Based Steganalysis in Still Images. Proceedings of IEEE International Conference on Media & Expo, Baltimore, USA, 2: 509 ~512, July 2003. Shaohui Liu, Hongxun Yao, Xiaopeng Fan, Wen Gao. Steganalysis of Images Created in Wavelet Domain Using Quantization Modulation. Proceedings of Int. Conf. Wavelet Analysis & Its Applications, Chongqing, China, 1: 251~256, Mar. 2003. Yongliang Liu, Wen Gao, Zao Wang, Shaohui Liu. A Lattice Based General Blind Watermark Scheme. Proceedings of the Information and Communications Security, Hohehot, China, Lecture Notes in Computer Science, Springer-Verlag Berlin, 2836: 136~144, Oct. 2003. Yongliang Liu, Hongxun Yao, Wen Gao, Yaxiao Song, Shaohui Liu. System Identification for Nonlinear Control Using Lifted Wavelet. The Sixth Joint Conference on Information Sciences, Durham, USA, 437~441, Mar. 2002. Wu Boying, Liu Shaohui, Deng Zhongxing. Computations Of Inverse Problem by Using Wavelet in Multi-Layer Soil. Proceedings of International Conference on Wavelet Analysis & Its Applications, Hongkong, China, Lecture Notes in Computer Science, Springer-Verlag Berlin, 2251: 411~417, Nov. 2001. Thesis: S.H. Liu, "Research on Information Hiding and Steganalysis Technology in Image and Video," PhD Thesis, Harbin Institute of Technology, Apr. 2007. S.H. Liu, "Applications of Wavelet in Numerically Solving Equations and Computing Parameters in Multi-Layer Soil", Dissertation of Master Degree, Harbin Institute of Technology, July 2001. S. H. Liu, "Applications of Neural Network in Payload Forecast Electric Power System ", Dissertation of Bachelor Degree, Computational Mathematics and Application Software Development, Harbin Institute of Technology, July 1999. RESEARCH GRANTS: The National Natural Science Foundation of China(NSFC) Grant (2009-2011) The Specialized Research Fund for Young Teacher in the Doctoral Program of Higher Education of China(2009-2011) Development Program for Outstanding Young Teachers in Harbin Institute of Technology (2008-2010) The National Basic Research Program of China (2009-2013)(With Prof. Wen Gao) The National Natural Science Foundation of China (NSFC) Grant(2005-2007)(With Prof. Hongxun Yao) The Specialized Research Fund for the Doctoral Program of Higher Education of China(2006-2009)(With Prof. Hongxun Yao) MSRA Cooperation Research Grant (2006-2007) (With Prof. Hongxun Yao) ETRI International Cooperation Research Grant(2001-2003) (With Prof. Hongxun Yao) TEACHING EXPERIENCE: Multimedia Technologies: Undergraduate: Fall 2006, Spring 2011, Spring 2012 Graduate: Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2012 Digital Image Processing Graduate: Fall 2008，Fall 2009，Fall 2010，Fall 2011 Advanced Topics in Computer Vision Graduate: Spring 2010, Spring 2011, Spring 2012 PROFESSIONAL ACTIVITIES: Editor for The Scientific World Journal EC Computer Science journal Recent Patents on Signal Processing Reviewer for EURASIP Journal on Advances in Signal Processing Journal of Systems and Software (Elsevier) Computer Vision and Image Understanding(Elsevier) Information Sciences(Elsevier) IEEE Transactions on Multimedia IEEE Transactions on CSVT IEEE Multimedia Magazine IEEE Signal Processing Letters ETRI Journal Journal of Visual Communication and Image Representation Signal Processing: Image Communication International Journal of Network Security Journal of Image and Graphics Journal of Imaging Journal of Computer Science and Technology Chinese Journal of Computers(In Chinese) International Journal of Digital Content Technology and its Applications Journal of Convergence Information Technology International Journal of Image Processing Reviewer for Several Conferences: ICIC2007,ICIC2008,ICIC2009,ICIC2011, MWSCAS2010, EISTA2005, EISTA2008, EISTA2009, ICETI 2010,EEET 2010, ICME2014,ICME2015 TPC(Technical Program Committee)member and some session Chair for Several ConferencesoICME2015oCNIS2015oICME2014oCSAC2014oISSN2014oAPCIIT2013oASP2013oASP2012oACM ICIMCS2010oICIC2010 论文引用情况(My Citations at Google Scholar, Microsoft Academic Search and ArnetMiner) 名称 Google Scholar: Citation indices All Since 2009 Citations 684 570 h-index 14 14 i10-index 21 18 ArnetMiner Microsoft Academic Search Dblp 会议论文(conference papers) 名称 Anan Guo, Debin Zhao, Shaohui Liu, Xiaopeng Fan, Wen Gao: Visual attention based image quality assessment. ICIP 2011: 3297-3300 Shaohui Liu, Feng Jiang, Hongxun Yao, Debin Zhao. An image data hiding method using pixel-based JND model. 2010 International Conference on Intelligent Computing(ICIC2010), ICIC (3) 2010: 312-319 Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xianming Liu, Shaohui Liu, Visual Saliency as Sequential Eye Fixation Probability, ICIP 2010, 1093-1096,DOI.10.1109/ICIP.2010.5652950 Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xianming Liu, Shaohui Liu, Saliency Detection based on Short-Term Sparse Representation, ICIP 2010,1101-1104,DOI.10.1109/ ICIP.2010.5653713. Feng Shi, Shaohui Liu, Hongxun Yao, Shengping Zhang, "Scalable and Credible Video Watermarking Towards Scalable Video Coding", Pacific-Rim Conference on Multimedia (PCM 2010). LNCS Vol.6297, 697-708, DOI: 10.1007/978-3-642-15702-8_64,2010 Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Xiaotong Yuan, Shaohui Liu, Wen Gao, “Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles”, CVPR, 2010, Shaohui Liu, Hongxun Yao, Shengping Zhang, Wen Gao, "A Steganography Strategy Based on Equivalence Partitions of Hiding Units", IEEE International Conference on Multimedia & Expo Workshop on Content Protection & Forensics (CPAF 2010),pages: 1299-1304， July 2010 Shengping Zhang, Hongxun Yao, Xin Sun, Shaohui Liu, "Object Tracking via Sparse Representation", SPIE International Conference on Visual Communications and Image Processing (VCIP 2010). Proc. of SPIE Vol.7744, 77441N-1-8, doi:10.1117/12.863437 July 2010 Shengping Zhang, Hongxun Yao, Shaohui Liu, "Partial Occlusion Robust Object Tracking Using An Effective Appearance Model", SPIE International Conference on Visual Communications and Image Processing (VCIP 2010). Proc. of SPIE Vol.7744, 77442U-1-8, doi:10.1117/12.863457 July 2010 Anan Guo, Debin Zhao, Shaohui Liu, Guangyao Cao. Fovea Based Image Quality Assessment. SPIE International Conference on Visual Communications and Image Processing (VCIP 2010). Proc. of SPIE Vol.7744, 774426-1-10, doi:10.1117/12.863524. July 2010 Liu, Shaohui; Shi, Feng; Wang, Jiguang; Zhang, Shengping. An Improved Spatial Spread-Spectrum Video Watermarking. 2010 International Conference on Intelligent Computation Technology and Automation (ICICTA),Volume:1, Page(s): 587-590, May 2010 Shengping Zhang, Hongxun Yao, Shaohui Liu: Robust visual tracking using feature-based visual attention. IEEE ICASSP 2010:1150-1153, Mar. 2010 Bineng Zhong, Hongxun Yao, Shaohui Liu: Robust background modeling via standard variance feature. IEEE ICASSP 2010: 1182-1185, Mar. 2010 Bineng Zhong, Shaohui Liu, Hongxun Yao, Baochang Zhang: Multi-resolution background subtractioni for dynamic scenes. IEEE ICIP 2009 Bineng Zhong, Hongxun Yao, Shaohui Liu: Neighboring image patches embedding for background modeling. IEEE ICIP 2009: Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, Shaohui Liu: Photo Assessment based on Computational Visual Attention Model. ACM Multimedia 2009:541-544 Bineng Zhong, Shaohui Liu, Hongxun Yao: Local spatial co-occuurence for background subtraction via adaptive binned kernel estimation. ACCV 2009 Shaohui Liu, Lin Ma, Hongxun Yao, Debin Zhao: Universal Steganalysis based on Statistical Models using Reorganization of Block-based DCT Coefficients. IAS 2009: 778-781 Shengping Zhang, Hongxun Yao, Shaohui Liu: Spatial-temporal nonparametric background subtraction in dynamic scenes. IEEE ICME 2009, pp:518-521, June 28 2009- July 3, 2009 Shengping Zhang, Hongxun Yao, Shaohui Liu: Dynamic background modeling and subtraction using spatio-temporal local binary patterns. ICIP 2008: 1556-1559 Shengping Zhang, Hongxun Yao, Shaohui Liu, Xilin Chen, Wen Gao: A covariance-based method for dynamic background subtraction. ICPR 2008: 1-4 Shaohui Liu, Tianhang Chen, Hongxun Yao and Wen Gao. A Real-time Video Watermarking Using Adjacent Luminance Blocks Correlation Based on Compressed Domain. Proceedings of IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing，Harbin, China, 833~836，Aug., 2008. Rongrong Ji, Hongxun Yao, Shaohui Liu, Jicheng Wang, Pengfei Xu: A Novel Retrieval Refinement and Interaction Pattern by Exploring Result Correlations for Image Retrieval. Adaptive Multimedia Retrieval 2007: 85-94, LNCS Vol.4918, 2008 Rongrong Ji, Hongxun Yao, Shaohui Liu, Liang Wang. Genetic Algorithm Based Optimal Block Mapping Method for LSB Substitution. Proceedings of IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing，Pasadena, USA,215~218，Dec.2006. Rongrong Ji, Hongxun Yao, Shaohui Liu, Liang Wang. A New Steganalysis Method for Adaptive Spread Spectrum Steganography. Proceedings of IEEE Int. Conference on Intelligent Information Hiding and Multimedia Signal Processing，Pasadena, USA,365~368, Dec. 2006. Liu Shaohui, Yao Hongxun, Gao Wen. Robust Digital Watermarking based on Contourlet Transform. The 4th International Conference on Wavelet Analysis and its Applications (WAA 2005), Macao, Nov. 30 - Dec.2, 2005 Tianhang Chen, Shaohui Liu, Hongxun Yao, Wen Gao. Robust Video Watermarking Based on DC Coefficients of Selected Blocks. Proceedings of International Conference Machine Learning and Cybernetics, Guangzhou, China, 6:5273~5278, Aug. 2005. Liu Shaohui, Chen Tianhang, Yao Hongxun, Gao Wen. A Variable Depth LSB Data Hiding Technique in Images. Proceedings of IEEE International Conference on Machine Learning and Cybernetics, Shanghai, China, 7: 3990~3994, Aug. 2004. Shaohui Liu, Hongxun Yao, Wen Gao. Steganalysis Based on Texture Analysis and Neural Network. Proceedings of IEEE World Congress on Intelligent Control and Automation, Hangzhou, China, 5: 4066~4069, Jun. 2004. Shaohui Liu, Hongxun Yao, Wen Gao. RST- Invariant Digital Watermarking to Face Image Database. Proceedings of International Conference on Wavelet Analysis & Its Applications, Chongqing, China, 2: 269~274, May 2004. Shaohui Liu, Hongxun Yao, Wen Gao. Blind Watermarking Based on Coset and Scale Quantization in Dwt Domain. Proceedings of International Conference on Wavelet Analysis & Its Applications, Chongqing, China, 2: 344~349, May 2004. Lijun Wang, Hongxun Yao, Shaohui Liu, Wen Gao. Mapping Energy Video Watermarking Algorithm Based on Compressed Domain. Proceedings of the Pacific-Rim Conference on Multimedia(PCM2004), Tokyo, Japan, Lecture Notes in Computer Science, Springer-Verlag Berlin, 3333: 433~440, Dec. 2004. Hui Han, Hongxun Yao, Shaohui Liu, Yan Liu. A Fragile Image Watermarking Based on Mass and Centroid. Proceedings of the Pacific-Rim Conference on Multimedia(PCM2004), Tokyo, Japan, Lecture Notes in Computer Science, Springer-Verlag Berlin, 3333: 441~448, Dec. 2004. Hui Han, Hongxun Yao, Shaohui Liu, Yan Liu. A Fragile Watermarking Based on Knapsack Problem. Proceedings of the Pacific-Rim Conference on Multimedia(PCM2004), Tokyo, Japan, Lecture Notes in Computer Science, Springer-Verlag Berlin, 3333: 771~776, Dec. 2004. Liu Yongliang, Wen Gao, Shaohui Liu. Secure Watermark Detection Schemes. Proceedings of IEEE the 10th Asia-Pacific Conference on Communications, Beijing, China, 2: 631-633, Aug. 2004. Liu Yongliang, Wen Gao, Shaohui Liu. Multimedia Security in the Distributed Environment. Proceedings of IEEE the 10th Asia-Pacific Conference on Communications, Beijing, China, 2: 639-642, Aug. 2004. Wang Lijun, Yao Hongxun, Liu Shaohui, Gao Wen. Inter-Frame Differential Energy Video Watermarking Algorithm Based on Compressed Domain. Proceedings of International Conference Image Analysis and Recognition, Porto, Portugal, Lecture Notes in Computer Science, Springer-Verlag Berlin, 3212: 778~785, Sep. 2004. Liu Yazhou, Gao Wen, Yao Hongxun, Liu Shaohui, Wang Lijun. Fast Moving Region Detection Scheme in Ad Hoc Sensor Network. Proceedings of International Conference Image Analysis and Recognition, Porto, Portugal, Lecture Notes in Computer Science, Springer-Verlag Berlin, 3212: 520~527, Sep. 2004. Jie Chen, Hongxun Yao, Wen Gao, Shaohui Liu. A Robust Watermarking Method Based on Wavelet and Zernike Transform. Proceedings of the IEEE International Symposium on Circuits and Systems, Vancover, Canada, 2: 173~176, May 2004. Yazhou Liu, Wen Gao, Hongxun Yao, Shaohui Liu. A Texture-Based Tamper Detection Scheme by Fragile Watermark. Proceedings of the IEEE International Symposium on Circuits and Systems, Vancover, Canada, Vancover, Canada, 2: 177~180, May 2004. Liu Shaohui, Yao Hongxun, Gao Wen. Neural Network Based Steganalysis in Still Images. Proceedings of IEEE International Conference on Media & Expo, Baltimore, USA, 2: 509 ~512, July 2003. Shaohui Liu, Hongxun Yao, Xiaopeng Fan, Wen Gao. Steganalysis of Images Created in Wavelet Domain Using Quantization Modulation. Proceedings of Int. Conf. Wavelet Analysis & Its Applications, Chongqing, China, 1: 251~256, Mar. 2003. Yongliang Liu, Wen Gao, Zao Wang, Shaohui Liu. A Lattice Based General Blind Watermark Scheme. Proceedings of the Information and Communications Security, Hohehot, China, Lecture Notes in Computer Science, Springer-Verlag Berlin, 2836: 136~144, Oct. 2003. Yongliang Liu, Hongxun Yao, Wen Gao, Yaxiao Song, Shaohui Liu. System Identification for Nonlinear Control Using Lifted Wavelet. The Sixth Joint Conference on Information Sciences, Durham, USA, 437~441, Mar. 2002. Wu Boying, Liu Shaohui, Deng Zhongxing. Computations Of Inverse Problem by Using Wavelet in Multi-Layer Soil. Proceedings of International Conference on Wavelet Analysis & Its Applications, Hongkong, China, Lecture Notes in Computer Science, Springer-Verlag Berlin, 2251: 411~417, Nov. 2001. 期刊论文(Jounral papers) 名称 Liu, Shaohui; Wang, Cheng; Liu, Yan; Zhao, Debin; Chen, Xiyuan. A High Capacity Data Hiding Scheme in H.264/AVC Encoder. Advanced Science Letters, Volume 11, Number 1, May 2012 , pp. 730-733, 2012 Shaohui Liu, Hongxun Yao, Shengping Zhang, Wen Gao: A Progressive Quality Hiding Strategy Based on Equivalence Partitions of Hiding Units. T. Data Hiding and Multimedia Security 6: 58-82 (2011) Liu Shaohui, Sun Jianchao, Yao Hongxun. An Improved Image Steganalysis Method Based on Markov Chains for Spread-Spectrum Data Hiding. Jounral of Graduate University of Chinese Academy of Sciences,28(5): 690-695, 2011(In chinese) Liu Shaohui, Han Lu, Yao Hongxun. Video watermarking algorithm for resisting collusion attacks. Journal of Communications, Vol.31, No.1: 14-19,2010(In chinese) Wang Liang, Yao Hongxun and Liu Shaohui. Geometric and Algebraic Approaches of Planar Structure Recovery based on Properties of Dual Conic. IJPARI. Vol.23, No.8:1753-1771, 2009 Zhang Shengping, Yao Hongxun, Liu Shaohui. Dynamic Background subtraction based on local dependency histogram. IJPARI. Vol.23, No.7: 1397-1419, 2009 Liu Shaohui, Gong Long, Yao Hongxun. Univeral Steganalysis Based on Multi-Dimensional Gradient Energy Against Space Domain Steganography. Journal of Computer Research and Development, 46(Suppl.): 168-172, 2009(In chinese) Shaohui Liu, Hongxun Yao, Wen Gao, Yongliang Liu. An Image Fragile Watermark Scheme Based on Chaotic Image Pattern and Pixel-Pairs. Applied Mathematics and Computation. 2007, 185(2): 869~882 Shaohui Liu, Hongxun Yao, Wen Gao, Dingguo Yang，Minimizing the Distortion Spatial Data Hiding Based on Equivalence Class，LNCS Vol.4681: 667-678,2007 Tianhang Chen, Shaohui Liu, Hongxun Yao, Wen Gao. Spatial Video Watermarking Based on Stability of DC Coefficients. Lecture Notes in Artificial Intelligence, Springer-Verlag Berin, 3930: 1033~1042, 2006 Lijun Wang, Hongxun Yao, Shaohui Liu, Wen Gao. An Adaptive Mapping Energy Video Watermarking Scheme in the Compressed Domain. Chinese Journal of Computers, 2005, 28(11): 1843~1852. Lijun Wang, Hongxun Yao, Shaohui Liu, Wen Gao. Inter-Frame Differential Energy Watermarking of ＭPEG-4 Compressed Video. Computer Engineering and Applications. 2005, 41(9):52~55(In chinese) Shaohui Liu, Hongxun Yao, Wen Gao. Steganalysis Based on Wavelet Texture Analysis. Journal of Fudan University (Natural Science)，2004, 43(5): 910~913 Liu Shaohui, Yao Hongxun, Gao Wen, Jiang Feng. Steganalysis of Images Created by Quantizating Wavelet Transform Coefficients. Journal of China Institute of Communications. 2004, 25 (7):71~77 (In chinese) Zhao Chaokui, Yao Hongxun, Liu Shaohui. A Digital Watermark Algorithm Based on Side-Information. Journal of China Institute of Communications，2004, 25 (7):115~120(In chinese) 专利(Patents) 名称 Zhao Debin, Li Xiaoming, Liu Shaohui, Jiang Feng. " The Method to embed digital watermark and extract recoverable watermark in multimedia," China. Patent APP. No. 200910073397.6, Dec. 2009. Hongxun Yao, Wen Gao, Feng Jiang, Yongliang Liu, Shaohui Liu, " The Method to embed digital watermark and extract recoverable watermark in multimedia," China. Patent No. 02132598.7, July. 2002. Introduction 名称 Dr. Liu Shaohui, Associate professor，PhD supervisor, has got a Bachelor of Science Degree in Computational Mathematics and Its application Software, a Master of Science Degree in Computational Mathematics of Science and a Doctor of Philosophy Degree in Computer Application Technology respectively in 1999, 2001 and 2007. He is a senior member of CCF, a member of IEEE and ACM. Dr. Liu was a visiting professor and post-doctor at Sejong University in South Korea, and a Visiting Scholar at University of Missouri Columbia in America. His research mainly includes image and video processing and analysis, computer vision, multimedia security. In the related fields, he has coauthored more than 80 papers which are cited more than 1000 times totally. He has applied for 4 patents and participated in writing 2 textbooks. In addition, he has undertaken or participated the National Natural Science Foundation of China, the National basic research program of China (973 Program), 863Hi-tech Program, New Teachers Fund of Ministry of Education, and a few international and domestic cooperation projects. Dr. Liu is also a reviewer for many journals and conferences, such as IEEE Transactions on Multimedia, IEEE Transaction on CSVT, ETRI Journal, Computer Vision and Image Understanding, ICME 2014~2016. Dr. Liu was an Editor Board member of The World Scientific Journal。 Now he is an associate Editor for IEEE Access. (Email: shliu@hit.edu.cn ) Research Topics 名称 most of our research is based on images and videos: optical/infrared/low-light/multi-spectral/midical/SAR and so on. The basic knowledge includes patter recognitioin and machine learning technologies. Digital image and video processing: low-level computer vision, debluring, denoising, super-resolution, frame-rate-up-conversion. video encoding. Computer Vision: mid-level and high-level computer vision, such as object detection and tracking, defects detection, content understanding, action analysis, violence detection. Media Security: digital watermark, data hiding, steganography and steganalysis, forensic, copy and paste detection