倪江群


2017-04-02 21:15:20      作者:xzb      点击:878

Image title

倪江群   教授


教育背景

1994年1月—1998年6月  香港大学,电机与电子工程学系,博士


工作经历

1988.9-1993.12       武汉水利电力大学计算机系,讲师

1998.10-至今          中山大学数据科学与计算机学院,教授/博士生导师

2019.9-至今            中山大学南方学院,教授


研究方向

机器学习与模式识别,多媒体信息安全:包括信息隐藏、隐写分析和信息取证,多媒体信息处理和多媒体通信


发表论文

国际重要期刊

1. Multiple Histograms Based Reversible Data Hiding: Framework and Realization, IEEE Trans. on Circuit 

and System for Video Technology, in press, Apr., 2019. (SCI)

2. A New Distortion Function Design for JPEG Steganography Using Generalized Uniform Embedding

 Strategy, IEEE Trans. on Circuit and System for Video Technology, Vol.18, No.12, Dec. 2018. (SCI)

3. Efficient JPEG Steganography Using Domain Transformation of Embedding Entropy, IEEE Signal 

Processing Letters,Vol.25,No.6, pp: 773-777, 2018. (SCI)

4. Efficient Compression of Encrypted Binary Images using the Markov Random Field, IEEE Trans. on 

Information Forensics and Security, Vol.13, No.5, pp: 1271-1285, May, 2018. (SCI)

5. Deep Learning Hierarchical Representations for Image Steganalysis, IEEE Trans. on Information 

Forensics and Security, Vol. 12, No. 11, pp: 2545-2557, Nov., 2017. (SCI)

6. High-Fidelity Reversible Data Hiding Using Directionally-Enclosed Prediction, IEEE Signal Processing

 Letters, Vol. 24, No.5, pp:574-578, May, 2017.

7. Blind Forensics of Successive Geometric Transformations in Digital Images Using Spectral Method:

 Theory and Applications, IEEE Trans. on Image Processing, Vol. 26, No. 6, pp: 2811-2824, June,2017.

(SCI)

8. Rate and Distortion Optimization for Reversible Data Hiding Using Multiple Histogram Shifting, IEEE 

Trans. on Cybernetics, Vol.47, Issue 2, pp:315-326, Feb., 2017.(SCI)

9. Using Statistical Image Model for JPEG Steganography: Uniform Embedding Revisited, IEEE Trans. 

on Information Forensics and Security, Vol.10, No. 12, pp: 2669-2680, Dec., 2015.(SCI)

10. AMS Collaboration, Electron and Positron Fluxes in Promary Cosmic Rays Measured with the Alpha

 Magnetic Spectrometer on the International Space Station, Phys Rev Letts, 2014(113): 121102. (SCI)

11. AMS Collaboration, High Statistics Measurement of the Positron Fraction in the Primary Cosmix rays

 of 0.5-500 GeV with the Alpha Magnetic Spectrometer on the International Space Station, Phys Rev

 Letts, 2014(113): 121101. (SCI)

12. Effective Estimation of Image Rotation Angle Using Spectral Method, IEEE Signal Processing Letters, 

Vol.21, No.7, pp: 890-894, July, 2014.(SCI)

13. Uniform Embedding for Efficient JPEG Steganography, IEEE Trans. on Information Forensics and 

Security, Vol.9, No.5, pp: 814-825, May, 2014.(SCI)

14. Blind Detection of Median Filtering in Digital Images: A Difference Domain Based Approach, IEEE 

Trans. on Image Processing, Vol.22, No.12, pp: 4699-4710, Dec., 2013. (SCI)

15. An Informed Watermarking Scheme Using Hidden Markov Model in the Wavelet Domain, IEEE Trans. 

on Information Forensics and Security, Vol.7, No.3, pp: 853-867, June, 2012.(SCI)

16. On the Hardware/Software Design and Implementation of a High Definition Multiview Video

 Surveillance Systems, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Vol.3,

 No.2, pp: 248-262, 2013. (SCI)

17. Robust Digital Image Stabilization Using the Kalman Filter, IEEE Trans. on Consumer Electronics, 

Vol.55, No.1, pp: 6-14, Feb., 2009.(SCI)

18. Multiple histograms based reversible data hiding by using FCM clustering, Signal Processing159 

(2019),pp:192-203.

19. Model Based Image Steganography with an Asymmetric Embedding Scheme, SPIE Journal of 

Electronic Imaging, 27(4)043023,July, 2018. (SCI)

20. Reversible Data Hiding with Contrast Enhancement Using Adaptive Histogram Shifting and Pixel 

Value Ordering, Signal Processing: Image Communication, 46 (2016) 1-16. (SCI)

21. An Encryption-Then-Compression Algorithm Using Rate-Distortion Optimization, Signal Processing: 

Image Communication, Vol.39, pp:141-150, 2015. (SCI)

22. Median Filtering Detection by Linear and Nonlinear Descriptor, Multimedia Tools and Applications, 

Vol.75, No.4, pp: 2327-2346, Feb., 2016. (SCI)

23. An Efficient Reversible Data Hiding Scheme Using Prediction and Optimal Side Information 

Selection, Journal of Visual Communication and Image Representation, Vol.25, No.6, pp: 1425-1431,

 Aug., 2014 . (SCI)

24. Counteracting Geometrical Attacks on Robust Image Watermarking by Constructing a Deformable 

Pyramid Transform, EURASIP Journal on Advances in Signal Processing, 2013: 119. (SCI)

25. Improved Histogram Shifting Technique for Low Payload Embedding by Using a Rate-distortion

 Model and Optimal Side Information Selection, IEICE Transactions on Fundamentals of Electronics, 

Communications and Computer Sciences, Vol.E95-D, No.10, pp.2552-2555, Oct., 2012.(SCI)

26. Region Duplication Detection Based on Harris Corner Points and Step Sector Statistics, Journal 

of Visual Communication and Image Representation, Vol.24, No.3, pp.244-254, 2013. (SCI)

27. Hybrid Matrix Coding and Error-Correction Coding Scheme for Reversible Data Hiding in Binary

VQ Index Codestream, International Journal of Innovative Computing, Information and Control, Vol.6,

 No.6, pp.2521-2530, June, 2013. (SCI)

28. Content-Adaptive Robust Image Watermarking with Posterior HMM-based Detector, IEICE 

 Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol.E91-A,

 No.08, Aug. 2008.(SCI)

29. Model-Based Multirate Kalman Filtering Approach for Optimal Two-Dimensional Signal 

 Reconstruction from Noisy Subband Systems, Optical Engineering, The Journal of SPIE, Aug., 1998. 

(SCI)


本领域顶级国际会议

1. Efficient HS Based Reversible Data Hiding Using Multi-feature Complexity Measure and Optimized 

Histogram, Proc. of ACM IH&MMSec 2016.

2. A Deep Learning Approach to Detection of Splicing and Copy-Move Forgeries in Images, Proc. of 

WIFS 2016.

3. An Efficient JPEG Steganographic Scheme Using Uniform Embedding, Proc. of WIFS 2012, pp.169-174.

4. Blind Median Filtering Detection Using Statistics in Difference Domain, Proc. of Information Hiding

 2012, Springer, 2012.

5. Security Analysis of ISS Watermarking Using Natural Scene Statistics, Proc. of Information Hiding 2010,

 Springer, 2010.

6. Spread Spectrum Watermarking for Achieving a Trade-off Between Security and Robustness, Proc. of 

Information Hiding 2010, Springer, 2010.

7. Watermarking Security Incorporating Natural Scene Statistics, Proc. of Information Hiding 2008, LNCS

 5284, pp.132-146, Springer, 2008.

8. Robust and High Capacity Image Watermarking Based on Jointly Coding and Embedding

 Optimization, Proc. of Information Hiding 2007, LNCS4567, Springer, 2007.


国内一级学报

1. 多特征融合的低景深图像前景提取算法,ACTA AUTOMATICA SINACA, Vol.39, No.6, June, 2013. (一级

学报,EI)

2. 一种分层判决结构的H.264/AVC快速帧间模式选择方法,电子学报, 第41卷,第11期,pp:2199-2206, 2013.

(一级学报,SCI,EI)

3. 一种基于直方图平移的高性能可逆水印算法, ACTA AUTOMATICA SINACA, Vol.38, No.1, 2012. (一级

学报,EI)

4. 基于可变形多尺度变换的几何不变鲁棒图像水印算法, ACTA AUTOMATICA SINACA, Vol.37, No.11, 2011. 

(一级学报,EI)

5. Security Analysis on Add-SS Watermarking with GSM, ACTA AUTOMATICA SINACA, Vol.35, No.7, July,

 2009, pp:841-850.(一级学报,EI)

6. 一种改进的多用途KAEDF半色调图像水印算法, 通信学报, 第29卷,第10期, 2008年10月,pp: 30-36. 

(一级学报,EI)

7. CAN通信协议及其硬件实现, 通信学报, 第29卷,第5期, 2008年5月, pp:107-113. (一级学报,EI)

8. 基于内容自适应的优化DWT-HMM稳健图像水印算法, 通信学报, 第28卷, 第2期, 2007年2月. (一级学报,EI)

9. An Adaptive Image Watermarking Algorithm Based on HMM in Wavelet Domain, ACTA AUTOMATICA

 SINACA, Vol.31, No.5, September, 2005, pp:705-712.(一级学报,EI)

10. 基于小波域HMM模型的稳健多比特图像水印算法, 软件学报, 第16卷,第7期, 2005年7月, pp:1323-1331.

(一级学报,EI)

11. 分层多描述视频编码及其在差错网络环境下的仿真研究, 通信学报, 第26卷, 第7期, 2005年7月, pp:129-135. 

(一级学报,EI)


项目

1. 阿尔法磁谱仪(AMS)轨迹探测器热控制系统的研制(TTCS)—电子子系统,2003年国际科技合作重点项

目计划,广东省人民政府科技专项和科技部国际科技合作重点项目计划(2003DF000050)

说明:本项目属于丁肇中教授领导的大型国际合作项目“阿尔法磁谱仪计划”的一部分,AMS-TTCS的其他国际

参与者包括美国麻省理工学院(MIT)、瑞士日内瓦大学、荷兰航空航天局(NLR)。TTCS系统将随整个AM

S-02磁谱仪一起在国际空间站上工作,是磁谱仪热控制系统的一部分。中山大学参与研制的热控制系统(TTCS)

是国内大学参加AMS-02项目中唯一在太空运行的装置。

2. 适应多种数字媒体的安全隐写及其对抗关键技术研究,国家自然科学联合基金重点项目(U1736215)

3. 基于模型的JPEG图像隐写新方法研究,国家自然科学基金(61772573)

4. 数字图像被动取证中若干关键技术的研究,国家自然科学基金(61379156)

5. 基于通用解码的抗几何攻击水印方法及相关安全性问题研究,国家自然科学基金(60970145)

6. 数字图像被动取证关键技术研究,广东省自然科学基金重点项目(S2012020011114)

7. 数字图像盲取证关键技术研究,教育部博士点基金(20120171110037)

8. 基于模型的鲁棒和安全水印新方法研究,国家自然科学基金(60773200)

9. 基于模型的鲁棒和安全水印关键技术研究,广东省自然科学基金(7003722)


获奖

2015年广东省科学技术二等奖:基于主动式两相流体回路的航天大型科学实验精密热控系统


主要负责课程

数字图像处理,机器学习与数据挖掘,信息论基础,无线通信原理,现代通信新技术专题


联系方式

邮箱:issjqni@mail.sysu.edu.cn