唐振军


 
Professor Zhenjun Tang, PhD  

Professor Dr. Zhenjun Tang

Executive Dean, School of Computer Science and Engineering, Guangxi Normal University

 


E-mail: tangzj230@163.com, zjtang@gxnu.edu.cn

 

Education and Scholar Experiences

    • 1999.9 - 2003.6, received B.S. degree, Department of Computer Science, Guangxi Normal University


    • 2003.9 - 2006.6, received M.Eng. degree, Department of Computer Science, Guangxi Normal University


    • 2006.9 - 2009.12, received Ph.D. degree, School of Communication and Information Engineering, Shanghai University


    • 2010.3 - 2010.11, full-time teacher, School of Computer Science and Information Engineering, Guangxi Normal University


    • 2010.12 - 2013.11, associate professor, School of Computer Science and Information Engineering, Guangxi Normal University


    • 2013.12 - 2021.3, professor, School of Computer Science and Information Engineering, Guangxi Normal University


    • 2021.4 - present, professor, School of Computer Science and Engineering, Guangxi Normal University


    • Membership


      1. Senior Member of IEEE


      2. ACM Member


      3. Distinguished Member of China Computer Federation (CCF)


      4. Senior Member of China Society of Image and Graphics (CSIG)


      5. Standing director of the Guangxi Association for Artificial Intelligence


    • Serving/served in some international journal/conferences, such as


      1. Associate Editor of IET Image Processing (2023.12 - present)


      2. Associate Editor of EURASIP Journal on Image and Video Processing (2023.1 - present)


      3. Publication chair of ICBSP2024


      4. Local arrangement chair of NCAA2024


      5. Publication chair of ICBSP2023


      6. PC chair of IWDW2022


      7. Organization chair of ICPCSEE2019


      8. Organization chair of CCIR2018


      9. Local chair of FAW2015


      10. Session chair of ICCCI2010


      11. PC member of ADMA2014


      12. PC members of CSE2014 and CSE2015


    • Reviewer of some international journals, such as


      1. IEEE Transactions on Image Processing


      2. IEEE Transactions on Information Forensics and Security


      3. IEEE Transactions on Dependable and Secure Computing


      4. IEEE Transactions on Multimedia


      5. IEEE Transactions on Cybernetics


      6. IEEE Transactions on Circuits and Systems for Video Technology


      7. ACM Transactions on Multimedia Computing, Communications and Applications


      8. IEEE Transactions on Circuits and Systems I: Regular Papers


      9. IEEE Transactions on Biometrics, Behavior, and Identity Science


      10. IEEE Multimedia


      11. IEEE Signal Processing Letters


      12. The Computer Journal


      13. Information Sciences


      14. Knowledge-Based Systems


      15. IET Image Processing


      16. IET Computer Vision


      17. IET Information Security


      18. Electronics Letters


      19. Neurocomputing


      20. Signal Processing


      21. Digital Signal Processing


      22. Computer Vision and Image Understanding


      23. Journal of Visual communication and image representation


      24. Engineering Applications of Artificial Intelligence


      25. Journal of Information Security and Applications


      26. The Visual Computer


      27. Security and Communication Networks


      28. Wireless Communications and Mobile Computing


      29. Multimedia Tools and Applications


      30. Journal of Intelligent Fuzzy Systems


      31. IEEE Access


      32. Journal of Cloud Computing


      33. Mathematical Biosciences and Engineering


      34. Springerplus


      35. Optics and Lasers in Engineering


      36. Optik-International Journal for Light and Electron Optics


      37. Imaging Science Journal


      38. Autosoft


      39. IETE Technical Review


      40. IETE Journal of Research


      41. Cryptologia


      42. Advances in Multimedia


      43. Journal of the Chinese Institute of Engineers


      44. Journal of Computational and Theoretical Nanoscience



Research Interests

    • Multimedia hashing (image hashing, video hashing)


    • Information hiding (image data hiding, image watermarking, etc.)


    • Image and video processing (quality assessment, noise removal, retrieval, etc.)


    • Multimedia security (image encryption, image forensics, etc.)


    • Computer vision


    • Deep learning

 

Research Projects

    1. 2023-2026, Video Hash Theories and Methods Based on Deep Neural Networks andManifold Learning, Natural Science Foundation of China (NSFC), PI.


    2. 2022-2025, Research on Key Techniques of Video Hash, Guangxi Natural Science Foundation , PI.


    3. 2020-2023, Research on Color Image Hashing Algorithms Based on Matrix Decomposition, Natural Science Foundation of China (NSFC), PI.


    4. 2018-2021, Research on Information Hiding Method and Embedded Image Restoration, National Natural Science Foundation of China (NSFC), Co-PI.


    5. 2017-2020, Research on Novel Hashing Algorithms for Digital Images, Guangxi Natural Science Foundation , PI.


    6. 2016-2019, Encrypted Image Oriented Information Hiding Models and Methods, National Natural Science Foundation of China (NSFC), PI.


    7. 2014-2016, Image Hashing Theories and Methods Based on Data Dimensionality Reduction and Compressive Sensing, National Natural Science Foundation of China (NSFC), PI.


    8. 2014-2016, Research on Image Steganography Algorithms in Encrypted Domain, The Scientific and Technological Research Projects in Guangxi Higher Education Institutions, PI.


    9. 2014-2016, Image hashing Based on Thumbnail and Singular Value Decomposition, The Patent Doubling Program in Guangxi Higher Education Institutions, PI.


    10. 2013-2016, Privacy Protection Model and Its Core Techniques for Sharing Large-scale Data, China 973 Program, Co-PI.


    11. 2012-2014, Perceptual Image Hashing Algorithms and Their Applications, Guangxi Natural Science Foundation for Young Researchers, PI.


    12. 2012-2015, Web Information Integrated Management and Knowledge Discovery, Team Project of Guangxi Natural Science Foundation for Innovation Research, Co-PI.


    13. 2012-2015, Semantic Image Understanding and Recognition Based on Topic Discovery, Natural Science Foundation of China (NSFC), Co-PI.


    14. 2011-2014, Optimization of Multimedia Transmission Based on Integration of telecommunications networks, cable TV networks and the Internet, Key Project of Guangxi Natural Science Foundation, Co-PI.


    15. 2010-2012, Management Information System for Images Based on Data Hiding, Scientific Research and Technological Development Program of Guangxi, Co-PI.


    16. 2010-2013, Several Problems of Robust Image Hashing, Scientific Research Foundation of Guangxi Normal University for Doctor Programs, PI.


    17. 2008-2010, Robust Image Hashing with Lexicographical Architecture, Natural Science Foundation of China (NSFC), Co-PI.


    18. 2008-2009, Countermeasures against Steganography for Digital Images, Hi-Tech Research and Development Program of China (863 Program), Co-PI.


    19. 2004-2007, Image Boundary Representation and Its Applications in Nonphotorealistic Rendering, Science Foundation, Co-PI.


    20. 2003-2005, Computer Model of Course Management in Middle School,Key Project of Natural Education Science in the 11th Five-Year Plan, Co-PI.


Selected Publications

  International Journal Papers

    1. Xiaoping Liang, Zhenjun Tang*, Xianquan Zhang, Mengzhu Yu, Xinpeng Zhang, Robust hashing with local tangent space alignment for image copy detection,IEEE Transactions on Dependable and Secure Computing, DOI:10.1109/TDSC.2023.3307403, 2023. (SCI+EI, CCF-A)


    2. Yalan Qin, Zhenjun Tang, Hanzhou Wu, Guorui Feng*, Flexible tensor learning for multi-view clustering with Markov chain, IEEE Transactions on Knowledge and Data Engineering, DOI: 10.1109/TKDE.2023.3305624, 2023. (SCI+EI, CCF-A)


    3. Mengzhu Yu, Zhenjun Tang*, Xiaoping Liang, Xianquan Zhang, Xinpeng Zhang, Perceptual hashing with deep and texture features, IEEE MultiMedia, DOI: 10.1109/MMUL.2024.3354998, 2024. (SCI+EI)


    4. Mengzhu Yu, Zhenjun Tang*, Hanyun Zhang, Xiaoping Liang, Xianquan Zhang, Video hashing with tensor robust PCA and histogram of optical flow for copy detection, The Computer Journal, DOI:10.1093/comjnl/bxad130, 2023.（SCI+EI, CCF-B）


    5. Zhenjun Tang*, Yihua Chen, Zhiyuan Chen, Xiaoping Liang, Xianquan Zhang, Lightweight Transformer and multi-head prediction network for no-reference image quality assessment, Neural Computing and Applications, vol.36, pp.1931-1946, 2024. （SCI+EI, CCF-C）


    6. Mengzhu Yu, Zhenjun Tang*, Xiaoping Liang, Zixuan Yu, Chunqiang Yu, Xianquan Zhang, Robust video hashing based on deep feature and quaternion generic Fourier descriptor for copy detection, Journal of Electronic Imaging, vol.33, no.1, Article ID.013011, 2024. （SCI+EI）


    7. Tianyu Ning, Bineng Zhong*, Qihua Liang, Zhenjun Tang, Xianxian Li, Robust tracking via bidirectional transduction with mask information,IEEE Transactions on Multimedia, DOI:10.1109/TMM.2023.3321497, 2023. (CCF-B, SCI+EI)


    8. Chunqiang Yu, Xianquan Zhang*, Chuan Qin, Zhenjun Tang*, Reversible data hiding in encrypted images with secret sharing and hybrid coding, IEEE Transactions on Circuits and Systems for Video Technology, 2023. (SCI+EI, CCF-B)


    9. Xiaoping Liang, Zhenjun Tang*, Zhixin Li, Mengzhu Yu, Hanyun Zhang, Xianquan Zhang, Robust hashing via global and local invariant features for image copy detection, ACM Transactions on Multimedia Computing Communications and Applications, vol.20, no.1, Article No.2, pp.1–22, 2023. (SCI+EI, CCF-B)


    10. Zhenjun Tang*, Zhiyuan Chen, Zhixin Li, Bineng Zhong, Xianquan Zhang, Xinpeng Zhang, Unifying dual-attention and siamese transformer network for full-reference image quality assessment, ACM Transactions on Multimedia Computing Communications and Applications, vol.19, no.6, Article no.205, pp.1-24, 2023. (SCI+EI, CCF-B)


    11. Xiaoping Liang, Zhenjun Tang*, Ziqing Huang, Xianquan Zhang, Shichao Zhang*, Efficient hashing method using 2D-2D PCA for image copy detection, IEEE Transactions on Knowledge and Data Engineering, vol.35, no.4, pp.3765-3778, 2023. (SCI+EI, CCF-A)


    12. Ziqing Huang, Zhenjun Tang*, Xianquan Zhang, Linlin Ruan, Xinpeng Zhang, Perceptual image hashing with locality preserving projection for copy detection, IEEE Transactions on Dependable and Secure Computing, vol.20, no.1, pp.463-477, 2023. (SCI+EI, CCF-A)


    13. Xiaoping Liang, Zhenjun Tang*, Jingli Wu, Zhixin Li, Xinpeng Zhang, Robust image hashing with Isomap and saliency map for copy detection, IEEE Transactions on Multimedia, vol.25, pp. 1085-1097, 2023. (SCI+EI, CCF-B)


    14. Zedu Chen, Bineng Zhong*, Guorong Li, Shengping Zhang*, Rongrong Ji, Zhenjun Tang, Xianxian Li*, SiamBAN: Target-aware tracking with Siamese box adaptive network, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.45, no.4, pp.5158-5173, 2023. (SCI+EI, CCF-A)


    15. Jie Ma, Xiangyuan Lan, Bineng Zhong*, Guorong Li, Zhenjun Tang, Xianxian Li*, Rongrong Ji, Robust tracking via uncertainty-aware semantic consistency, IEEE Transactions on Circuits and Systems for Video Technology, vol.33, no.4, pp.1740-1751, 2023. (SCI+EI, CCF-B)


    16. Yaozong Zheng, Bineng Zhong*, Qihua Liang, Zhenjun Tang, Rongrong Ji, Xianxian Li*, Leveraging local and global cues for visual tracking via parallel interaction network, IEEE Transactions on Circuits and Systems for Video Technology, vol.33, no.4, pp.1671-1683, 2023. (SCI+EI, CCF-B)


    17. Binfei Chu, Yiting Lin, Bineng Zhong*, Zhenjun Tang, Xianxian Li*, Jing Wang, Robust long-term tracking via localizing occluders, ACM Transactions on Multimedia Computing, Communications and Applications, vol.19, no.2s, Article No.89, pp. 1–15, 2023. (SCI+EI, CCF-B)


    18. Mengzhu Yu, Zhenjun Tang*, Zhixin Li, Xiaoping Liang, Xianquan Zhang, Robust image hashing with saliency map and sparse model, The Computer Journal, vol.66, no.5, pp. 1241–1255, 2023. (SCI+EI, CCF-B)


    19. Ping Feng,Zhenjun Tang*, A survey of visual neural networks: current trends, challenges and opportunities, Multimedia Systems, vol.29, pp.693-724, 2023. (SCI+EI, CCF-C)


    20. Yu Dong, Xianquan Zhang*, Chunqiang Yu*, Zhenjun Tang, Secret image restoration with convex hull and elite opposition-based learning strategy, IEEE Signal Processing Letters, vol.30, pp.195–199, 2023.(SCI+EI, CCF-C)


    21. Guoxiong Xie, Zhenjun Tang*, Xiaoping Liang, Chunqiang Yu, Xianquan Zhang, Image encryption based on chaotic maps and random scan patterns, Journal of Electronic Imaging, vol.32, no.5, Article ID. 053034, 2023. (SCI+EI)


    22. Guoxiang Li, Xianquan Zhang*, Chunqiang Yu*, Luyun Zhang, Zhenjun Tang, Reversible data hiding with PEH decomposition and hybrid dimensional histogram modification, Journal of Electronic Imaging, vol.32, no.4, Article ID. 043010, 2023.(SCI+EI)


    23. Ke Wu, Zichi Wang*, Xinpeng Zhang, Zhenjun Tang, Defending against adversarial examples using perceptual image hashing, Journal of Electronic Imaging, vol.32, no.2, Article ID.023016, 2023.(SCI+EI)


    24. Xiumin Xie, Zhixin Li*,Zhenjun Tang, Dan Yao, Huifang Ma, Unifying knowledge iterative dissemination and relational reconstruction network for image–text matching, Information Processing Management, vol.60, no.1, Article ID. 103154, 2023.(SCI一区+EI, CCF-B)


    25. Yufei Zeng, Zhixin Li*, Zhenjun Tang, Zhenbin Chen, Huifang Ma, Heterogeneous graph convolution based on in-domain self-supervision for multimodal sentiment analysis, Expert Systems with Applications, vol.213, Part C, Article ID.119240, 2023. (SCI+EI, CCF-C)


    26. Xianquan Zhang, Xuelong Li, Zhenjun Tang*, Shichao Zhang*, Shaomin Xie, Noise removal in embedded image with bit approximation,IEEE Transactions on Knowledge and Data Engineering, vol.34, no.3, pp.1359-1369,2022. (SCI+EI, CCF-A)


    27. Mengzhu Yu, Zhenjun Tang*, Xianquan Zhang, Bineng Zhong, Xinpeng Zhang, Perceptual hashing with complementary color wavelet transform and compressed sensing for reduced-reference image quality assessment, IEEE Transactions on Circuits and Systems for Video Technology, vol.32, no.11, pp. 7559-7574, 2022. (SCI+EI, CCF-B)


    28. Chunqiang Yu, Xianquan Zhang*, Xinpeng Zhang, Guoxiang Li, Zhenjun Tang*, Reversible data hiding with hierarchical embedding for encrypted images,IEEE Transactions on Circuits and Systems for Video Technology, vol.32, no.2, pp.451-466, 2022. (SCI+EI, CCF-B)


    29. Tiantao Xian, Zhixin Li*, Zhenjun Tang, Huifang Ma, Adaptive path selection for dynamic image captioning, IEEE Transactions on Circuits and Systems for Video Technology, vol.32, no.9, pp.5762-5775, 2022. (SCI+EI, CCF-B)


    30. Chuanwen Hou, Zhixin Li*, Zhenjun Tang, Xiumin Xie, Huifang Ma, Multiple instance relation graph reasoning for cross-modal hash retrieval, Knowledge-Based Systems, vol.256, Article ID. 109891, 2022. (SCI+EI, CCF-C)


    31. Xiaoping Liang, Zhenjun Tang*, Sheng Li, Chunqiang Yu, Xianquan Zhang, A novel hashing scheme via image feature map and 2D PCA, IET Image Processing, vol.16, no.12, pp.3225-3236, 2022. (SCI+EI, CCF-C)


    32. Chunqiang Yu, Xianquan Zhang*, Dewang Wang, Zhenjun Tang*, Reversible data hiding with pairwise PEE and 2D-PEH decomposition, Signal Processing, vol. 196, Article ID. 108527, 2022. (SCI+EI, CCF-C)


    33. Zhenhai Chen, Zhenjun Tang*, Xinpeng Zhang, Ronghai Sun, Xianquan Zhang, Efficient video hashing based on low-rank frames, IET Image Processing, vol.16, no.2, pp.344-355, 2022.(SCI+EI, CCF-C)


    34. Chunqiang Yu, Xianquan Zhang*, Guoxiang Li, Shanhua Zhan, Zhenjun Tang*, Reversible data hiding with adaptive difference recovery for encrypted images, Information Sciences, vol.584, pp.89-110, 2022.


    35. Heng Yao, Fanyu Mao, Chuan Qin*, Zhenjun Tang, Dual-JPEG-image reversible data hiding, Information Sciences, vol.563, pp.130-149, 2021. (SCI+EI，CCF-B)


    36. Zhenjun Tang*, Mengzhu Yu, Heng Yao, Hanyun Zhang, Chunqiang Yu, Xianquan Zhang, Robust image hashing with singular values of quaternion SVD, The Computer Journal, vol.64, no.11, pp.1656–1671, 2021. (SCI+EI, CCF-B)


    37. Zhenjun Tang*, Mingyuan Pang, Chunqiang Yu, Guijin Fan, Xianquan Zhang, Reversible data hiding for encrypted image based on adaptive prediction error coding,IET Image Processing, vol.15, no.11, pp.2643–2655, 2021.(SCI+EI, CCF-C)


    38. Zhenjun Tang*, Shaopeng Zhang, Xianquan Zhang, Zhixin Li, Zhenhai Chen, Chunqiang Yu, Video hashing with secondary frames and invariant moments, Journal of Visual Communication and Image Representation , vol.79, Article ID.103209, 2021.(SCI+EI, CCF-C)


    39. Xiaoping Liang, Zhenjun Tang*, Xiaolan Xie, Jingli Wu, Xianquan Zhang, Robust and fast image hashing with two-dimensional PCA, Multimedia Systems, vol.27, pp.389-401, 2021.(SCI+EI, CCF-C)


    40. Zhenjun Tang*, Shaopeng Zhang, Zhenhai Chen, Xianquan Zhang, Robust video hashing based on multidimensional scaling and ordinal measures,Security and Communication Networks, vol.2021, Article ID. 9930673, 11 pages, 2021.(SCI+EI)


    41. Siyuan Cheng, Binfei Chu, Bineng Zhong*, Zikai Zhang, Xin Liu, Zhenjun Tang, Xianxian Li*, DRNet: Towards fast, accurate and practical dish recognition, SCIENCE CHINA Technological Sciences, vol.64, no.12, pp.2651-2661, 2021. (SCI+EI)


    42. Yu Dong, Xianquan Zhang*, Chunqiang Yu*, Zhenjun Tang, Guoen Xia, Robust image data hiding method based on multiple backups and pixel bit weight, Journal of Intelligent  Fuzzy Systems, vol.41, no.6, pp.6935-6948, 2021. (SCI+EI)


    43. Zhenjun Tang*, Lv Chen, Heng Yao, Xianquan Zhang, Chunqiang Yu, Video hashing with DCT and NMF, The Computer Journal,vol.63, no.7, pp.1017-1030, 2020. (SCI+EI, CCF-B)


    44. Heng Yao, Fanyu Mao, Zhenjun Tang*, Chuan Qin, High-fidelity dual-image reversible data hiding via prediction-error shift, Signal Processing, vol.170, Article 107447, 2020.(SCI+EI，CCF-C)


    45. Zhenjun Tang*, Hanyun Zhang, Chi-Man Pun, Mengzhu Yu, Chunqiang Yu, Xianquan Zhang, Robust image hashing with visual attention model and invariant moments, IET Image Processing,vol.14, no.5, pp.901-908, 2020. (SCI+EI, CCF-C)


    46. Zhenjun Tang*, Hewang Nie, Chi-Man Pun, Heng Yao, Chunqiang Yu, Xianquan Zhang, Color image reversible data hiding with double-layer embedding, IEEE Access, vol.8, pp.6915-6926, 2020. (SCI+EI)


    47. Zhenjun Tang*, Hanyun Zhang, Shenglian Lu, Heng Yao, Xianquan Zhang, Robust image hashing with compressed sensing and ordinal measures, EURASIP Journal on Image and Video Processing, vol.2020, Article number: 21, 2020.(SCI+EI)


    48. Shengjia Chen, Zhixin Li*, Zhenjun Tang, Relation R-CNN: A graph based relation-aware network for object detection, IEEE Signal Processing Letters, vol.27, pp.1680-1684, 2020.(SCI+EI)


    49. Heng Yao, Hongbin Wei, Chuan Qin*, Zhenjun Tang, A real-time reversible image authentication method using uniform embedding strategy,Journal of Real-Time Image Processing, vol.17, pp.41–54, 2020. (SCI+EI)


    50. Xianquan Zhang, Ju Yang, Yu Dong, Chunqiang Yu*, Zhenjun Tang, Robust data hiding with multiple backups and optimized reference matrix, Journal of Intelligent & Fuzzy Systems , vol.39, no.5, pp.6965-6977, 2020. (SCI+EI)


    51. Dewang Wang, Xianquan Zhang*, Chunqiang Yu*, Zhenjun Tang, Reversible data hiding in encrypted image based on multi-MSB embedding strategy, Applied Sciences-BASEL, vol.10, no.6, Article ID. 2058, 2020. (SCI)


    52. Renjie Zhu, Xinpeng Zhang*, Mengte Shi, Zhenjun Tang, Secure neural network watermarking protocol against forging attack,EURASIP Journal on Image and Video Processing, vol.2020, Article number: 37, 2020. (SCI+EI)


    53. Zhenjun Tang, Lv Chen, Xianquan Zhang, Shichao Zhang*, Robust Image Hashing with Tensor Decomposition, IEEE Transactions on Knowledge and Data Engineering, vol.31, no.3, pp.549–560, 2019(SCI+EI, CCF-A)


    54. Zhenjun Tang*, Shijie Xu, Heng Yao, Chuan Qin, Xianquan Zhang, Reversible data hiding with differential compression in encrypted image, Multimedia Tools and Applications, vol.78, no.8, pp.9691–9715, 2019. (SCI+EI，CCF-C)


    55. Zhenjun Tang*, Shijie Xu, Dengpan Ye, Jinyan Wang, Xianquan Zhang, Chuanqiang Yu, Real-time reversible data hiding with shifting block histogram of pixel differences in encrypted image, Journal of Real-Time Image Processing, vol.16, no.3, pp.709-724, 2019. (SCI+EI)


    56. Zhenjun Tang*, Ye Yang, Shijie Xu, Chunqiang Yu, Xianquan Zhang, Image encryption with double spiral scans and chaotic maps, Security and Communication Networks, vol. 2019, Article ID 8694678, 15 pages, 2019.(SCI+EI, CCF-C)


    57. Zhenjun Tang*, Yongzheng Yu, Hanyun Zhang, Mengzhu Yu, Chunqiang Yu, Xianquan Zhang, Robust image hashing via visual attention model and ring partition, Mathematical Biosciences and Engineering, vol.16, no.5, pp.6103–6120, 2019. (SCI+EI)


    58. Chunqiang Yu , Chenmei Ye , Xianquan Zhang*, Zhenjun Tang*, Shanhua Zhan, Separable reversible data hiding in encrypted image based on two-dimensional permutation and exploiting modification direction, Mathematics, vol.7, no.10, Article no. 976, 2019. (SCI)


    59. Zhenjun Tang*, Ziqing Huang, Heng Yao, Xianquan Zhang, Lv Chen, Chunqiang Yu, Perceptual Image Hashing with Weighted DWT Features for Reduced-Reference Image Quality Assessment, The Computer Journal, vol. 61, no.11, pp.1695–1709, 2018.(SCI+EI, CCF-B)


    60. Zhenjun Tang, Xuelong Li, Xianquan Zhang, Shichao Zhang*, Yumin Dai, Image hashing with color vector angle, Neurocomputing, vol.308, pp.147-158, 2018.(SCI+EI, CCF-C)


    61. Chunqiang Yu, Xianquan Zhang, Zhenjun Tang*,Xiaojun Xie, Separable and error-free reversible data hiding in encrypted image based on two-layer pixel errors, IEEE Access, vol. 6, pp.76956–76969, 2018.(SCI+EI)


    62. Chunqiang Yu, Xianquan Zhang, Zhenjun Tang*, Yan Chen, Jingyu Huang, Reversible data hiding with pixel prediction and additive homomorphism for encrypted image, Security and Communication Networks, vol.2018, Article ID. 9103418, 2018.(SCI+EI, CCF-C)


    63. Zhenjun Tang*, Quanfeng Lu, Huan Lao, Chunqiang Yu, Xianquan Zhang, Error-free reversible data hiding with high capacity in encrypted image,  Optik - International Journal for Light and Electron Optics, vol.157, pp.750-760, 2018.(SCI+EI)


    64. Heng Yao, Chuan Qin, Zhenjun Tang*, Xinpeng Zhang, A General Framework for Shiftable Position-based Dual-image Reversible Data Hiding, EURASIP Journal on Image and Video Processing, vol.2018, Article no.41, 2018.(SCI+EI)


    65. Zhenjun Tang*,Man Ling, Heng Yao, Zhenxing Qian, Xianquan Zhang, Jilian Zhang, Shijie Xu, Robust Image Hashing via Random Gabor Filtering and DWT, Computers, Materials  Continua, vol.55, no.2, pp.331-344, 2018.(SCI+EI)


    66. Zhenjun Tang*, Ziqing Huang, Xianquan Zhang, Huan Lao, Robust image hashing with multidimensional scaling, Signal Processing, vol.137, pp.240–250, 2017.(SCI+EI, CCF-C)


    67. Zhenjun Tang*, Fei Wang, Xianquan Zhang, Image encryption based on random projection partition and chaotic system,Multimedia Tools and Applications, vol.76, no.6, pp.8257-8283, 2017.(SCI+EI, CCF-C)


    68. Zhenjun Tang*, Xiuqin Li, Juan Song, Minwei Wei, Xianquan Zhang, Colour space selection in image hashing: An Experimental Study, IETE Technical Review, vol.34, no.4, pp.440-447, 2017.(SCI+EI)


    69. Heng Yao, Saihua Song, Chuan Qin, Zhenjun Tang*, Xiaokai Liu, Detection of double compressed H.264/AVC video incorporating the features of the string of data bits and skip macroblocks, Symmetry-Basel, vol.9, no.12, Article no.313, 2017.(SCI)


    70. Zhenjun Tang, Xianquan Zhang, Xianxian Li, Shichao Zhang*, Robust image hashing with ring partition and invariant vector distance, IEEE Transactions on Information Forensics and Security, vol.11, no.1, pp.200-214, 2016.(SCI+EI, CCF-A)


    71. Zhenjun Tang*, Huan Lao, Xianquan Zhang, Kai Liu, Robust image hashing via DCT and LLE, Computers & Security, vol.62, pp.133-148, 2016.(SCI+EI, CCF-B)


    72. Zhenjun Tang*, Liyan Huang, Xianquan Zhang, Huan Lao, Robust image hashing based on color vector angle and canny operator, AEÜ-International Journal of Electronics and Communications, vol.70, no.6, pp.833-841, 2016.(SCI+EI)


    73. Zhenjun Tang*, Juan Song, Xianquan Zhang, Ronghai Sun, Multiple-image encryption with bit-plane decomposition and chaotic maps, Optics and Lasers in Engineering, vol.80, pp.1-11, 2016.(SCI+EI)


    74. Zhenjun Tang*, Linlin Ruan, Chuan Qin, Xianquan Zhang, Chunqiang Yu, Robust image hashing with embedding vector variance of LLE, Digital Signal Processing, vol.43, pp.17-27, 2015.(SCI+EI)


    75. Zhenjun Tang*, Xianquan Zhang,Weiwei. Lan, Efficient image encryption with block shuffling and chaotic map, Multimedia Tools and Applications, vol.74, no.15, pp.5429-5448, 2015.(SCI+EI, CCF-C)


    76. Zhenjun Tang, Xianquan Zhang, Shichao Zhang*, Robust perceptual image hashing based on ring partition and NMF, IEEE Transactions on Knowledge and Data Engineering, vol.26, no.3, pp.711-724, 2014.(SCI+EI, CCF-A)


    77. Zhenjun Tang*, Yumin Dai, Xianquan Zhang, Liyan Huang,Fan Yang, Robust image hashing via colour vector angles and discrete wavelet transform,IET Image Processing, vol.8, no.3, pp.142-149, 2014.(SCI+EI, CCF-C)


    78. Zhenjun Tang, Xianquan Zhang*, Chunqiang Yu,Dan He, Efficient point pattern matching algorithm for planar point sets under transform of translation, rotation and scale, Applied Mathematics and Computation, vol.232, pp.624-631, 2014.(SCI+EI)


    79. Zhenjun Tang*, Xianquan Zhang, Liyan Huang,Yumin Dai, Robust image hashing using ring-based entropies,Signal Processing, vol.93, no.7, pp.2061-2069, 2013.(SCI+EI, CCF-C)


    80. Zhenjun Tang*, Fan Yang, Liyan Huang,Xianquan Zhang, Robust image hashing with dominant DCT coefficients,  Optik-International Journal for Light and Electron Optics, vol.125, no.18, pp.5102-5107, 2014.(SCI+EI)


    81. Zhenjun Tang*, Xianquan Zhang, Xuan Dai, Jianzhong Yang,Tianxiu Wu, Robust image hash function using local color features, AEÜ- International Journal of Electronics and Communications, vol.67, no.8, pp.717-722, 2013.(SCI+EI)


    82. Zhenjun Tang*, Xianquan Zhang, Yumin Dai,Weiwei Lan, Perceptual image hashing using local entropies and DWT, Imaging Science Journal, vol.61, no.2, pp.241-251, 2013.(SCI+EI)


    83. Xianquan Zhang, Tao Liang, Zhenjun Tang*, Xuan Dai, Restoration of embedded image from corrupted stego image, Signal Processing, vol.92, no.7, pp.1691-1698,2012.(SCI+EI, CCF-C)


    84. Zhenjun Tang*, Yumin Dai,Xianquan Zhang, Perceptual hashing for color images using invariant moments, Applied Mathematics & Information Sciences, vol.6, no.2S, pp.643S-650S,2012.(SCI)


    85. Zhenjun Tang, Shuozhong Wang*, Xinpeng Zhang,Weimin Wei, Structural feature-based image hashing and similarity metric for tampering detection, Fundamenta Informaticae, vol.106, no.1, pp.75-91, 2011.(SCI+EI, CCF-C)


    86. Zhenjun Tang, Shuozhong Wang*, Xinpeng Zhang, Weimin Wei,Yan Zhao, Lexicographical framework for image hashing with implementation based on DCT and NMF, Multimedia Tools and Applications, vol.52, no.2-3, pp.325-345, 2011.(SCI+EI, CCF-C)


    87. Xianquan Zhang, Zhenjun Tang*, Jinhui Yu, Mingming Guo,Lianyuan Jiang, Convex hull properties and algorithms, Applied Mathematics and Computation, vol.216, no.11, pp.3209-3218, 2010.(SCI+EI)


    88. Heng Yao, Hongbin Wei, Chuan Qin*, Zhenjun Tang, A real-time reversible image authentication method using uniform embedding strategy, Journal of Real-Time Image Processing, vol.17, pp.41–54, 2020. (SCI+EI)


    89. Yujie Fu, Ping Kong, Heng Yao, Zhenjun Tang, Chuan Qin*, Effective reversible data hiding in encrypted image with adaptive encoding strategy, Information Sciences, vol.494, pp.21-36, 2019. (SCI+EI，CCF-B)


    90. Dewang Wang, Xianquan Zhang*, Chunqiang Yu*, Zhenjun Tang, Reversible data hiding by using adaptive pixel value prediction and adaptive embedding bin selection, IEEE Signal Processing Letters, vol.26, no.11, pp.1713-1717, 2019. (SCI+EI，CCF-C)


    91.Heng Yao, Xiaokai Liu, Zhenjun Tang, Yu-Chen Hu, Chuan Qin*, An improved image camouflage technique using color difference channel transformation and optimal prediction-error expansion, IEEE Access, vol.6, pp.40569-40584, 2018.(SCI+EI)


    92. Heng Yao, Xiaokai Liu, Zhenjun Tang, Chuan Qin*, Ying Tian, Adaptive image camouflage using human visual system model, Multimedia Tools and Applications, vol.78, no.7, pp.8311–8334, 2019.(SCI+EI, CCF-C)


    93. Fang Cao*, Bowen An*, Heng Yao, Zhenjun Tang, Local complexity based adaptive embedding mechanism for reversible data hiding in digital images, Multimedia Tools and Applications, vol.78, no.7, pp.7911–7926, 2019.(SCI+EI, CCF-C)


    94. Heng Yao*, Fang Cao, Zhenjun Tang, Jinwei Wang, Tong Qiao, Expose noise level inconsistency incorporating the inhomogeneity scoring strategy, Multimedia Tools and Applications, vol.77, no.14, pp.18139–18161, 2018.(SCI+EI, CCF-C)


    95. Xianquan Zhang*, Zerui Sun, Zhenjun Tang, Chunqiang Yu, Xiaoyun Wang, High capacity data hiding based on interpolated image,  Multimedia Tools and Applications, vol.76, no.7, pp.9195-9218, 2017.(SCI+EI, CCF-C)


    96. Heng Yao*, Chuan Qin, Zhenjun Tang, Ying Tian, Improved dual-image reversible data hiding method using the selection strategy of shiftable pixels' coordinates with minimum distortion, Signal Processing, vol.135, pp.26–35, 2017.(SCI+EI, CCF-C)


    97. Heng Yao*, Chuan Qin, Zhenjun Tang, Ying Tian, Guided filtering based color image reversible data hiding, Journal of Visual Communication and Image Representation, vol.43, pp.152-163, 2017.(SCI+EI, CCF-C)


    98. Jin Liu, Jianxin Wang*, Zhenjun Tang, Bin Hu, Fangxiang Wu,Yi Pan, Improving Alzheimer's disease classification by combining multiple measures, <strongIEEE/ACM Transactions on Computational Biology and Bioinformatics, vol.15, no.5, pp.1649-1659, 2018.(SCI+EI, CCF-C)


    99. Xianquan Zhang*, Feng Ding, Zhenjun Tang, Chunqiang Yu, Salt and pepper noise removal with image inpainting, AEÜ-International Journal of Electronics and Communications, vol.69, no.1, pp.307-313, 2015(SCI+EI)


    100. Zhixin Li*, Zhongzhi Shi, Weizhong Zhao, Zhiqing Li,Zhenjun Tang, Learning semantic concepts from image database with hybrid generative/discriminsative approach, Engineering Applications of Artificial Intelligence, vol.26, no.9, pp.2143-2152, 2013.(SCI+EI, CCF-C)


    101. Weimin Wei*, Shuozhong Wang, Xinpeng Zhang, Zhenjun Tang, Estimation of image rotation angle using interpolation-related spectral signatures with application to blind detection of image forgery, IEEE Transactions on Information Forensics and Security, vol.5, no.3, pp.507-517, 2010.(SCI+EI, CCF-A)


    102. Zhenjun Tang, Shuozhong Wang*, Xinpeng Zhang, Weimin Wei,Shengjun Su, Robust image hashing for tamper detection using non-negative matrix factorization, Journal of Ubiquitous Convergence and Technology, vol.2, no.1, pp.18-26,2008.


  International Conference Papers

    1. Yihua Chen, Zhiyuan Chen, Mengzhu Yu, Zhenjun Tang*, Dual-feature aggregation network for no-reference image quality assessment, In: Proceedings of the 29th International Conference on MultiMedia Modeling (MMM2023), 2023. (CCF-C, EI)


    2. Ping Feng, Hanyun Zhang, Yingying Sun, Zhenjun Tang*, Lightweight image hashing based on knowledge distillation and optimal transport for face retrieval, In: Proceedings of the 29th International Conference on MultiMedia Modeling (MMM2023), 2023. (CCF-C, EI)


    3. Yingying Sun, Guoxiong Xie, Guijin Fan, Chunqiang Yu, Zhenjun Tang*, Reversible data hiding via arranging blocks of bit-planes in encrypted images, In: Proceedings of the 21st International Workshop on Digital-forensics and Watermarking (IWDW 2022), Lecture Notes in Computer Science (LNCS), vol.13825, pp. 190–204, 2023. (EI)


    4. Zhiyuan Chen, Yihua Chen, Xiaoping Liang, Zhenjun Tang*, Multi-level feature aggregation network for full-reference image quality assessment, In: Proceedings of the IEEE International Conference on Tools with Artificial Intelligence (ICTAI2022), 2022. (CCF-C, EI)


    5. Ziyun Yang, Zichi Wang*, Xinpeng Zhang, Zhenjun Tang, Multi-source data hiding in neural networks, In: Proceedings of the IEEE 24th International Workshop on Multimedia Signal Processing (MMSP2022) , pp.1-6, Shanghai, China, 26-28 September 2022. (EI)


    6. Zikai Zhang, Bineng Zhong, Shengping Zhang,Zhenjun Tang, Xin Liu, Zhaoxiang Zhang, Distractor-aware fast tracking via dynamic convolutions and MOT philosophy, In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), pp.1024-1033, 2021. (EI, CCF-A)


    7. Siyuan Cheng, Bineng Zhong, Guorong Li, Xin Liu, Zhenjun Tang, Xianxian Li, Jing Wang, Learning to filter: Siamese relation network for robust tracking, In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), pp. 4421-4431, 2021. (EI, CCF-A)


    8. Wei Zhang, Qing Zhou, Zhenjun Tang, Heng Yao Chuan Qin*, A reversible data hiding scheme in encrypted image with LSB compression and MSB replacement, In: Proceedings of the Second International Conference on Security with Intelligent Computing and Big Data Services (SICBS-2018), Advances in Intelligent Systems and Computing (AISC), vol. 895, pp.868-878, 2020. (EI)


    9. Hongbin Wei, Heng Yao*, Chuan Qin, Zhenjun Tang, Automatic forgery localization via artifacts analysis of JPEG and resampling, In: Proceedings of the Second International Conference on Security with Intelligent Computing and Big Data Services (SICBS-2018), Advances in Intelligent Systems and Computing (AISC), vol.895, pp.221-234, 2020. (EI)


    10.Fang Cao, Yalei Zhang, Bowen An, Heng Yao, Zhenjun Tang, An improved reversible data hiding scheme with large payload based on image local-complexity, In: Proceedings of the 4th International Conference on Cloud Computing and Security (ICCCS 2018), June 8-10, 2018, Lecture Notes in Computer Science, vol.11066, pp.231–241, 2018.(EI)


    11. Ping Ji, Chuan Qin, Zhenjun Tang, Fragile watermarking with self-recovery capability via absolute moment block truncation coding, In: Proceedings of the Second International Conference on Cloud Computing and Security (ICCCS 2016), July 29-31, 2016, Lecture Notes in Computer Science, vol.10039, pp.104-113, 2016.(EI)


    12. Zhenjun Tang, Junwei Yu, Xianquan Zhang, Shichao Zhang, Discovery of Tampered Image with Robust Hashing, In: Proceedings of the 10th International Conference on Advanced Data Mining and Applications (ADMA 2014), Lecture Notes in Artificial Intelligence, vol.8933, pp.112-122, 2014.(EI)


    13. Zhenjun Tang, Yumin Dai, Xianquan Zhang, Shichao Zhang, Perceptual image hashing with histogram of color vector angles, In: Proceedings of the 2012 International Conference on Active Media Technology (AMT 2012), Lecture Notes in Computer Science, vol.7669, pp.237-246, 2012.(EI)


    14. Xianquan Zhang, Zhenjun Tang, Tao Liang, Shichao Zhang, Yingjun Zhu, Yonghai Sun, Data hiding method based on local image features, In: Proceedings of the 2012 International Conference on Active Media Technology (AMT 2012), Lecture Notes in Computer Science, vol.7669, pp.247-256, 2012.(EI)


    15. Zhenjun Tang, Xianquan Zhang, Liyan Huang, Design and implementation of reusable components using PowerBuilder, Procedia Engineering, vol.29, pp.584-588, 2012.(EI)


    16. Heng Yao, Tong Qiao, Zhenjun Tang, Yan Zhao, Hualin Mao, Detecting copy-move forgery using non-negative matrix factorization, In: Proceedings of the 3rd International Conference on Multimedia Information Networking and Security(MINES 2011), Nov.4-6, 2011, Shanghai, China, pp.591-594.(EI)


    17. Zhenjun Tang, Shuozhong Wang, Xinpeng Zhang, Weimin Wei, Perceptual similarity metric resilient to rotation for application in robust image hashing, In:Proceedings of the 3rd International Conference on Multimedia and Ubiquitous Engineering (MUE 2009), June 4-6, 2009, pp.183-188, Qingdao, China.(EI)


 

Dissertations

    • Doctoral Dissertation: Perceptual Image Hashing: Framework, Methods, and Performance Evaluation, Shanghai University, Dec. 2009. (in Chinese)


    • Master's Dissertation: Research on the Representation of Image Boundary and Its Application in the Design of Paper Cut-out, Guangxi Normal University, June 2006. (in Chinese)


    • Undergraduate Dissertation: Image Stitching System, Guangxi Normal University, June 2003. (in Chinese)

 

Courses taught

    • Programming Fundamentals (for undergraduate students)


    • Digital Image Processing (for graduate students)


    • Artificial Intelligence (for graduate students)


    • Multimedia Technology (for undergraduate students)


    • Database Theory (for undergraduate students)


    • Web-based Software Development (for undergraduate students)


    • Website Construction and Webpage Design (for undergraduate students)


    • Techonolgy of Internet Website Development (for undergraduate students)