个人简介
张涛,博士、教授、博士生导师。男,1977年7月生,2000年3月和2003年12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,2014年12月获教授任职资格。2019年1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。 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
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,2016.01-2019.12,64万元,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,2013.01-2016.12,80万元,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”,2010.01-2012.12,18万元,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,2017.01-2020.12,251万元,在研,参与;
研究领域
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
近期论文
查看导师新发文章
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[1] Han Jie,Zhang Tao,Qiu Zhaoyang,Zheng 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, 77(21):27829-27850.
[5] Han Jie,Zhang Tao,Ren Dongfang,Zheng 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 features,Journal of Electronic Imaging,2016,25(6):1~16.
[8] Xiaodan Hou, Tao Zhang. New Framework for Unsupervised Universal Steganalysis via SRISP-aided Outlier Detection,Signal Processing : Image Communication,2016,2016(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 Pixels,Journal 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 images,Multimedia Tools and Applications,2014,73(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. 2013,22(1):1~17.
[17] Li Wenxiang, Tao Zhang. Detection of LSB Matching Revisited using Pixel Difference Feature,KSII Transactions on Internet and Information Systems,2013,7(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 Imaging,2013, 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, 2012,6(8):1926~1945.
[20] Xiong Gang, Xijian Ping, Tao Zhang. Image textural features for steganalysis of spatial domain steganography,Journal of Electronic Imaging,2012, 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.
学术兼职
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