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
基本信息



刘绍辉，男，湖南新化人，汉族，1977年生。工学博士，硕士生导师；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等。

工作经历
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
图像处理，计算机视觉，目标跟踪，最优化方法，图像、视频信息隐藏、隐写分析，图像加密


教育经历
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
2010年 获哈尔滨工业大学工会活动积极分子


主要任职
2012-2013年度，YOCSEF哈尔滨分论坛秘书、AC委员

2009-目前，中国计算机协会高级会员

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

发表时间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

发表时间2012-03-29

黑龙江日报报道，http://news.hit.edu.cn/articles/2007/08-08/**.htm


新闻标题我校代表队夺得搜狐图文匹配算法比赛冠军

发表时间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
图像处理和模式识别
计算机视觉人工智能多媒体安全 主要研究方向:图像、视频处理，多媒体安全：包括信息隐藏、数字取证、多媒体加密等，

团队成员
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


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


Reviewer
PROFESSIONAL ACTIVITIES:

Associate Editor for:

IEEE Access

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 Conferences

oPCM2017

oICME2015

oCNIS2015

oICME2014

oCSAC2014

oISSN2014

oAPCIIT2013

oASP2013

oASP2012

oACM ICIMCS2010

oICIC2010

讲授课程
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随机计算：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


招生信息
硕士招生:
每年1-3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
硕士毕业生：

2018年毕业：王家伟，李蓝星，徐博文，代江，王赫

2017年毕业：王仁洁

2016年毕业：常轶群

2015年毕业：邹亚劼，秦一凡

2014年毕业：王殿全，王旭林，Reutov Alexey



本科毕业生：

2018年毕业：田倬韬(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，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
爱好篮球、羽毛球、乒乓球，游泳

关于研究
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


儿子


my wife and son


CV
Associate Professor, Ph.D.,
School of Computer Science and Technology, Harbin Institute of Technology
P.O.BOX321,Harbin, 150001, China
Tel: (86) **, Fax: (86) **
Email: shliu at hit dot edu dot cn
URL: 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 TrackingComputer Vision and Pattern Recognition Optimization Methods in Multimedia EXPERIENCES

12/2012 - Present: Associate Professor, School of Computer Science and Technology, Harbin Institute of Technology12/2013 - 12/2014: Visiting Scholar, Department of Computer Science, University of Missouri Columbia, Missouri, USA08/2012 - 02/2013: Visiting Professor, Post-Doctor, Department of Computer Engineering, Sejong University, Korea08/2007 - 11/2012: Assistant Professor, School of Computer Science and Technology, Harbin Institute of Technology06/2003 - 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 SVC01/2000 – 04/2000: Intern, Peking University, Beijing, China
Developed an algorithm based on wavelet in Payload Forecast Electric Power System

PUBLICATIONS

Please click shaohui liu@#%dblp 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, 2012Shaohui 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, 2009Zhang Shengping, Yao Hongxun, Liu Shaohui. Dynamic Background subtraction based on local dependency histogram. IJPARI. Vol.23, No.7: 1397-1419, 2009Liu 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): 869~882Shaohui Liu, Hongxun Yao, Wen Gao, Dingguo Yang，Minimizing the Distortion Spatial Data Hiding Based on Equivalence Class，LNCS Vol.4681: 667-678,2007Tianhang 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, 2006Lijun 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): 910~913Liu 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. **7.6, 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. **.7, July. 2002.Proposals for Standards:

Liu Shaohui, Liu Yongliang, "A Review of Watermark Hardware Implementation". AVS-DRM, M1575, 2005Liu Shaohui, Liu Yongliang, "A DRM Content Format for AVS". AVS-DRM, M1576, 2005Liu Shaohui, Liu Yongliang, "A DRM Framework for AVS-DRM". AVS-DRM, M1577, 2005Liu Yongliang,Liu Shaohui, "A Suggested AVS Content Management Standard". AVS-DRM, M1555, 2005Conferences:

Anan Guo, Debin Zhao, Shaohui Liu, Xiaopeng Fan, Wen Gao: Visual attention based image quality assessment. ICIP 2011: 3297-3300Shaohui 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: 312-319Xiaoshuai 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.** 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.**.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_64,2010Bineng 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 2010Shengping 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 2010Shengping 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 2010Anan 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 2010Liu, 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 2010Shengping Zhang, Hongxun Yao, Shaohui Liu: Robust visual tracking using feature-based visual attention. IEEE ICASSP 2010:1150-1153, Mar. 2010Bineng Zhong, Hongxun Yao, Shaohui Liu: Robust background modeling via standard variance feature. IEEE ICASSP 2010: 1182-1185, Mar. 2010Bineng Zhong, Shaohui Liu, Hongxun Yao, Baochang Zhang: Multi-resolution background subtractioni for dynamic scenes. IEEE ICIP 2009Bineng 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 2009:541-544Bineng Zhong, Shaohui Liu, Hongxun Yao: Local spatial co-occuurence for background subtraction via adaptive binned kernel estimation. ACCV 2009Shaohui Liu, Lin Ma, Hongxun Yao, Debin Zhao: Universal Steganalysis based on Statistical Models using Reorganization of Block-based DCT Coefficients. IAS 2009: 778-781Shengping Zhang, Hongxun Yao, Shaohui Liu: Spatial-temporal nonparametric background subtraction in dynamic scenes. IEEE ICME 2009, pp:518-521, June 28 2009- July 3, 2009Shengping Zhang, Hongxun Yao, Shaohui Liu: Dynamic background modeling and subtraction using spatio-temporal local binary patterns. ICIP 2008: 1556-1559Shengping Zhang, Hongxun Yao, Shaohui Liu, Xilin Chen, Wen Gao: A covariance-based method for dynamic background subtraction. ICPR 2008: 1-4Shaohui 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, 2008Rongrong 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, 2005Tianhang 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 2012Graduate: Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2012Digital Image ProcessingGraduate: Fall 2008，Fall 2009，Fall 2010，Fall 2011Advanced Topics in Computer VisionGraduate: Spring 2010, Spring 2011, Spring 2012PROFESSIONAL ACTIVITIES:

Editor forThe Scientific World Journal EC Computer Science journalRecent Patents on Signal ProcessingReviewer forEURASIP Journal on Advances in Signal ProcessingJournal of Systems and Software (Elsevier)Computer Vision and Image Understanding(Elsevier)Information Sciences(Elsevier)IEEE Transactions on MultimediaIEEE Transactions on CSVTIEEE Multimedia MagazineIEEE Signal Processing LettersETRI JournalJournal of Visual Communication and Image RepresentationSignal Processing: Image CommunicationInternational Journal of Network SecurityJournal of Image and GraphicsJournal of ImagingJournal of Computer Science and TechnologyChinese Journal of Computers(In Chinese)International Journal of Digital Content Technology and its ApplicationsJournal of Convergence Information TechnologyInternational Journal of Image ProcessingReviewer for Several Conferences: ICIC2007,ICIC2008,ICIC2009,ICIC2011, MWSCAS2010, EISTA2005, EISTA2008, EISTA2009, ICETI 2010,EEET 2010, ICME2014,ICME2015TPC(Technical Program Committee)member and some session Chair for Several Conferences
oICME2015
oCNIS2015
oICME2014
oCSAC2014
oISSN2014
oAPCIIT2013
oASP2013
oASP2012
oACM ICIMCS2010
oICIC2010


论文引用情况(My Citations at Google Scholar, Microsoft Academic Searchand ArnetMiner)
Google Scholar:

Citation indices



AllSince 2009
Citations684570
h-index1414
i10-index2118
ArnetMiner

Microsoft Academic Search



会议论文(conference papers)
Anan Guo, Debin Zhao, Shaohui Liu, Xiaopeng Fan, Wen Gao: Visual attention based image quality assessment. ICIP 2011: 3297-3300Shaohui 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: 312-319Xiaoshuai 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.** 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.**.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_64,2010Bineng 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 2010Shengping 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 2010Shengping 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 2010Anan 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 2010Liu, 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 2010Shengping Zhang, Hongxun Yao, Shaohui Liu: Robust visual tracking using feature-based visual attention. IEEE ICASSP 2010:1150-1153, Mar. 2010Bineng Zhong, Hongxun Yao, Shaohui Liu: Robust background modeling via standard variance feature. IEEE ICASSP 2010: 1182-1185, Mar. 2010Bineng Zhong, Shaohui Liu, Hongxun Yao, Baochang Zhang: Multi-resolution background subtractioni for dynamic scenes. IEEE ICIP 2009Bineng 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 2009:541-544Bineng Zhong, Shaohui Liu, Hongxun Yao: Local spatial co-occuurence for background subtraction via adaptive binned kernel estimation. ACCV 2009Shaohui Liu, Lin Ma, Hongxun Yao, Debin Zhao: Universal Steganalysis based on Statistical Models using Reorganization of Block-based DCT Coefficients. IAS 2009: 778-781Shengping Zhang, Hongxun Yao, Shaohui Liu: Spatial-temporal nonparametric background subtraction in dynamic scenes. IEEE ICME 2009, pp:518-521, June 28 2009- July 3, 2009Shengping Zhang, Hongxun Yao, Shaohui Liu: Dynamic background modeling and subtraction using spatio-temporal local binary patterns. ICIP 2008: 1556-1559Shengping Zhang, Hongxun Yao, Shaohui Liu, Xilin Chen, Wen Gao: A covariance-based method for dynamic background subtraction. ICPR 2008: 1-4Shaohui 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, 2008Rongrong 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, 2005Tianhang 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)
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, 2012Shaohui 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, 2009Zhang Shengping, Yao Hongxun, Liu Shaohui. Dynamic Background subtraction based on local dependency histogram. IJPARI. Vol.23, No.7: 1397-1419, 2009Liu 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): 869~882Shaohui Liu, Hongxun Yao, Wen Gao, Dingguo Yang，Minimizing the Distortion Spatial Data Hiding Based on Equivalence Class，LNCS Vol.4681: 667-678,2007Tianhang 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, 2006Lijun 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): 910~913Liu 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)
Zhao Debin, Li Xiaoming, Liu Shaohui, Jiang Feng. " The Method to embed digital watermark and extract recoverable watermark in multimedia," China. Patent APP. No. **7.6, 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. **.7, July. 2002.


Introduction
Dr. Liu Shaohui, Associate professor, has got a Bachelor of Science Degree in Computational Mathematics and Its application Software Development, 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 is an Editor Board member of The World Scientific Journal. (Email: shliu@hit.edu.cn )