个人简历

张涛,博士、教授、博士生导师。男,19777月生,20003月和200312月分获解放军信息工程大学信号与信息处理专业硕士和博士学位,201412月获教授任职资格。20191月加盟常熟理工学院,任计算机科学与工程学院教授、研究生导师。现为中国电子学会通信学分会多媒体信息安全专委会委员、中国计算机学会会员、中国图形图象学会会员、ieee会员。

先后主持和参与国家和省部级科研课题20多项,获省部级科技进步三等奖4项。在《information sciences》、《signal processing》、《软件学报》、《通信学报》等国内外期刊和会议上发表论文80余篇,sci收录20余篇,出版学术著作1部。指导的硕士学位论文先后获全军和河南省优秀硕士学位论文各一次。


研究方向

图像处理、信息隐藏、模式识别与人工智能、通信辐射源个体识别


主要承担的教学课程

本科生课程:图像处理、模式识别、信息论与信源编码、信息隐藏

研究生课程:图像分析与理解、现代通信技术前沿


代表性学术成果

[1]han jiezhang taoqiu zhaoyangzheng xiaoyu. communication emitter individual identification via 3d-hilbert energy spectrum-based multiscale segmentation features,international journal of communication systems. 32(1), 2019, doi: 10.1002/dac.3833.

[2]yu sun, hao zhang, tao zhang, ran wang. deep neural networks for efficient steganographic payload location. journal of real-time image processing. 2019, https://doi.org/10.1007/s11554-019-00849-y

[3]zhang hao, zhang tao, chen huajin. revisiting weighted stego-image steganalysis for pvd steganography, multimedia tools and applications, 2018, https://doi.org/ 10.1007/s11042-018-6473-8.

[4]xiaodan hou, tao zhang. simple and effective approach for construction of universal blind steganalyzer, multimedia tools and applications, 2018, 7721):27829-27850.

[5]han jiezhang taoren dongfangzheng xiaoyu. communication emitter identification based on distribution of bispectrum amplitude and phase. iet science measurement & technology, 2017, 11(8): 1104-1112.

[6]xiaodan hou, tao zhang, lei ji, yunda wu. combating highly imbalanced steganalysis with small training samples using feature selection, journal of visual communication and image representation, 49 (2017)243–256.

[7]xiaodan hou, tao zhang*. unsupervised universal steganalyzer for high-dimensional steganalytic featuresjournal of electronic imaging201625(6)1~16.

[8]xiaodan hou, tao zhang. new framework for unsupervised universal steganalysis via srisp-aided outlier detectionsignal processing : image communication20162016(47)72~85.

[9]wu yunda, hou xiaodan, tao zhang. new blind steganalysis framework combining image retreival and outlier detection, ksii transactions on internet and information system, 2016, 10(12): 5643-5656.

[10] dong yu, tao zhang. a blind steganalysis method for jpeg steganography combining with the semi-supervised learning. journal of electronic imaging. 2015, 24(1): 013008.1~8.

[11] hou xiaodan, tao zhang. image resampling detection based on texture classification, multimedia tools and applications, 2014, 72(2)1681~1708.

[12] li wenxiang, tao zhang, wang ran, zhang yan. quantitative steganalysis of least significant bit matching revisited for consecutive pixelsjournal of electronic imaging. 2014, 23(1):013025.1-12.

[13] hou xiaodan, tao zhang, xiong gang, lu zhibo, xie kai. a novel steganalysis framework of heterogeneous images based on gmm clustering, signal processing: image communication. 2014, 29(2014):385–399.

[14] li xing, tao zhang. a novel blind detector for additive noise steganography in jpeg decompressed imagesmultimedia tools and applications201473(2):1051–1068.

[15] li xing, tao zhang, yan zhang, li wenxiang, xijian ping. quantitative steganalysis of spatial ±1 steganography in jpeg decompressed images. multimedia tools and applications. 2014, 73(3):1487–1506.

[16] hou xiaodan, tao zhang. resampling detection aided steganalysis of heterogeneous bitmap images, journal of electronic imaging. 201322(1)1~17.

[17] li wenxiang, tao zhang. detection of lsb matching revisited using pixel difference featureksii transactions on internet and information systems20137(10)2514~2526.

[18] wang ran, xijian ping, mankun xu, tao zhang. steganalysis of jpeg images using block texture-based rich models. journal of electronic imaging2013, 22(4):1-11;

[19] hou xiaodan, tao zhang. forensics aided steganalysis of heterogeneous bitmap images with different compression history, ksii transactions on internet and information systems, 20126(8)1926~1945.

[20] xiong gang, xijian ping, tao zhang. image textural features for steganalysis of spatial domain steganographyjournal of electronic imaging2012, 21(3)033015.1-15.

[21] tao zhang, wenxiang li, yan zhang, ergong zheng, xijian ping. steganalysis of lsb matching based on statistical modeling of pixel difference distributions. information sciences, 2010, 180(23): 4685-4694.

[22] zhang tao, ping xijian. a new approach to reliable detection of lsb steganography in natural images, signal processing, 2003, 83(10): 2085-2093.


主要科研项目

1. 国家自然科学基金面上项目,61572518,大数据环境下图像隐写取证的理论框架及其关键技术研究,2016.01-2019.1264万元,在研,主持;

2. 国家自然科学基金面上项目,61272490,网络异构图像隐写盲检测中的几个关键问题研究,2013.01-2016.1280万元,已结题,主持;

3. 国家自然科学基金青年基金,60903221,抗盲检测的图像隐写技术研究2010.01-2012.1218万元,已结题,主持;

4.国家自然科学基金重点项目,u1636202,基于大数据的信息隐藏实现、隐蔽信道利用及对抗技术,2017.01-2020.12251万元,在研,参与;


社会兼职

中国电子学会通信学分会多媒体信息安全专委会委员

中国图象图形学学会第六届理事会理事

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