学术经历

• 1999.9 - 2003.6, 广西师范大学, 计算机科学系，获计算机科学与技术专业理学学士学位


• 2003.9 - 2006.6, 广西师范大学, 计算机科学系，获计算机软件与理论专业工学硕士学位


• 2006.9 - 2009.12, 上海大学, 通信与信息工程学院，获信号与信息处理专业工学博士学位


• 2010.3 - 2010.11, 广西师范大学计算机科学与信息工程学院专任教师


• 2010.12 - 2013.11, 广西师范大学计算机科学与信息工程学院副教授


• 2013.12 - 2021.3, 广西师范大学计算机科学与信息工程学院教授


• 2021.4 - 至今, 广西师范大学计算机科学与工程学院教授


• 学术任职:


1. EURASIP Journal on Image and Video Processing副编辑（Associate Editor）（2023.1-至今）


2. IWDW2022程序委会主席


3. CCIR2018组织主席


4. FAW2015组织主席


5. ICCCI2010分会主席


6. ADMA2014程序委员会委员


7. CSE2014和CSE2015程序委员会委员


8. IEEE会员


9. CCF杰出会员


10. 广西师范大学第八届和第九届学术委员会委员


11. 《广西师范大学学报（自然科学版）》编委


12. CCF YOCSEF桂林副主席（2016-2017）


13. 广西人工智能学会常务理事


14. 广西信息安全学会理事




• 学术期刊审稿人：

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 Signal Processing Letters


9. The Computer Journal


10. Information Sciences


11. Knowledge-Based Systems


12. IET Image Processing


13. IET Computer Vision


14. Neurocomputing


15. Signal Processing


16. Digital Signal Processing


17. Computer Vision and Image Understanding


18. Journal of Visual communication and image representation


19. Journal of Information Security and Applications


20. The Visual Computer


21. Security and Communication Networks


22. Wireless Communications and Mobile Computing


23. Multimedia Tools and Applications


24. Journal of Intelligent & Fuzzy Systems


25. IEEE Access


26. Mathematical Biosciences and Engineering


27. Springerplus


28. Optics and Lasers in Engineering


29. Optik-International Journal for Light and Electron Optics


30. Imaging Science Journal


31. Autosoft


32. IETE Technical Review


33. IETE Journal of Research


34. Cryptologia


35. Advances in Multimedia


36. Journal of the Chinese Institute of Engineers


37. Journal of Computational and Theoretical Nanoscience


38. 中国科学（信息科学）


39. 应用科学学报


40. 中国图象图形学报


41. 东南大学学报


42. 广西师范大学学报(自然科学版)

研究兴趣

• 多媒体哈希（图像哈希、视频哈希）


• 信息隐藏


• 图像与视频处理


• 多媒体信息安全（图像加密、图像取证等）


• 深度学习

研究项目

1. 基于深度神经网络和流形学习的视频哈希理论与方法，国家自然科学基金项目, 2023-2026, 主持.


2. 视频哈希关键技术研究，广西自然科学基金项目, 2022-2025, 主持.


3. 基于矩阵分解的彩色图像哈希算法研究，国家自然科学基金项目, 2020-2023, 主持.


4. 信息隐藏方法及隐藏图像恢复研究，国家自然科学基金项目, 2018-2021, 参与.


5. 面向数字图像的新型哈希算法研究，广西自然科学基金项目, 2017-2020, 主持.


6. 面向加密图像的信息隐藏模型与方法，国家自然科学基金项目, 2016-2019, 主持.


7. 基于数据降维和压缩感知的图像哈希理论与方法，国家自然科学基金项目, 2014-2016, 主持.


8. 加密域上的图像隐写算法研究, 广西高等学校科研项目, 2014-2016, 主持.


9. 基于缩略图和奇异值分解的图像Hash方法, 广西高等学校专利倍增计划项目, 2014-2016, 主持.


10. 大规模数据共享的隐私保护模型与关键技术研究，973前期研究专项, 2013-2016, 参与.


11. 感知图像Hash算法及其应用研究，广西自然科学基金项目, 2012-2015, 主持.


12. Web信息集成管理与知识发现，广西自然科学基金创新研究团队项目, 2012-2016, 参与.


13. 基于主题发现的图像语义理解与识别，国家自然科学基金项目, 2012-2015, 参与.


14. 基于三网融合的多媒体信息优化传输研究，广西自然科学基金重点项目, 2011-2014, 参与.


15. 基于信息隐藏的图像管理系统，广西科学研究与技术开发计划项目, 2010-2012, 参与.


16. 图像Hash技术若干问题研究，广西师范大学博士科学研究启动基金项目, 2010-2013, 主持.


17. 感知鲁棒的词典式结构图像Hash，国家自然科学基金项目, 2008-2010, 参与.


18. 数字图像反隐写关键技术，国家高技术研究发展计划（863计划）项目, 2008-2009, 参与.


19. 图象边界表示研究及其在非真实感图形中的应用，广西自然科学基金项目, 2004-2007, 参与.


20. 学校课程方案运行的计算机模型，教育部重大课题、全国教育科学“十五”规划重点课题, 2003-2006, 参与.

SCI期刊论文(*为通讯作者)

CCF-A类国际期刊

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类期刊）


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类期刊）


3. 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类期刊）


4. 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类期刊）


5. 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类期刊）


6. 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类期刊）


7. 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类期刊）


8. 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一区+EI, CCF-A类期刊）


9. 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类期刊）


10. 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一区+EI, CCF-A类期刊）



CCF-B类国际期刊

11. 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一区+EI, CCF-B类期刊）


12. 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类期刊）


13. 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类期刊）


14. 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一区+EI, CCF-B类期刊）


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一区+EI, CCF-B类期刊）


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一区+EI, CCF-B类期刊）


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类期刊）


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类期刊)


19. 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类期刊）


20. 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一区+EI, CCF-B类期刊）


21. 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一区+EI, CCF-B类期刊）


22. 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一区+EI, CCF-B类期刊）


23. 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. （SCI一区+EI, CCF-B类期刊）


24. Heng Yao, Fanyu Mao, Chuan Qin*, Zhenjun Tang, Dual-JPEG-image reversible data hiding, Information Sciences, vol.563, pp.130-149, 2021. (SCI一区+EI，CCF-B类期刊)


25. 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类期刊)


26. 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类期刊)


27. 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一区+EI，CCF-B类期刊)


28. 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类期刊）


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


30. 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类期刊）



CCF-C类国际期刊

31. 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类期刊）


32. 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类期刊）


33. 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类期刊）


34. 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类期刊）


35. 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类期刊）


36. 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类期刊）


37. 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类期刊）


38. 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类期刊）


39. 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三区+EI, CCF-C类期刊）


40. 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类期刊）


41. 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）


42. 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二区+EI，CCF-C类期刊)


43. 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类期刊)


44. 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）


45. Zhenjun Tang*, Zixuan Yu, Zhixin Li, Chunqiang Yu, Xianquan Zhang, Robust image hashing with low-rank representation and ring partition, Wireless Communications and Mobile Computing, vol.2020, Article ID. 8870467, 12 pages, 2020.


46. 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类期刊)


47. 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类期刊)


48. 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类期刊）


49. 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类期刊）


50. 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类期刊）


51. Zhenjun Tang, Xuelong Li, Xianquan Zhang, Shichao Zhang*, Yumin Dai, Image hashing with color vector angle, Neurocomputing, vol.308, pp.147-158, 2018. （SCI二区+EI, CCF-C类期刊）


52. 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类期刊）


53. 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类期刊）


54. 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类期刊）


55. 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二区+EI, CCF-C类期刊）


56. 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类期刊）


57. Zhenjun Tang*, Ziqing Huang, Xianquan Zhang, Huan Lao, Robust image hashing with multidimensional scaling, Signal Processing, vol.137, pp.240–250, 2017.（SCI二区+EI, CCF-C类期刊）


58. 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类期刊）


59. 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类期刊）


60. 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类期刊）


61. 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二区+EI, CCF-C类期刊）


62. 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类期刊）


63. 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二区+EI, CCF-C类期刊）


64. 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类期刊）


65. 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类期刊）



其他类别SCI期刊

66. 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）


67. 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）


68. 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)


69. 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)


70. 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)


71. 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)


72. 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)


73. 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)


74. 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)


75. 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)


76. 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)


77. 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)


78. 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)


79. 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二区+EI）


80. 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）


81. 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）


82. 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）


83. 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二区+EI）


84. 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）


85. 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）


86. 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）


87. 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二区+EI)


88. 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三区+EI）


89. 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）


90. 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）


91. 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）


92. 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）


93. 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）


94. 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）


95. 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）

  国际会议论文

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）

  中文论文

1. 于梦竹,唐振军*.基于手工特征的视频哈希研究综述, 广西师范大学学报(自然科学版), 2022,40(5):72-89. (核心)


2. 李志欣*,凌锋,唐振军,马慧芳,施智平.基于多头注意力网络的无监督跨媒体哈希检索,中国科学:信息科学,2021,51(12): 2053–2068.(核心)


3. 孙容海,施林甫,俞春强,劳欢,唐振军*.面向密文图像信息隐藏的随机插值方法,应用科学学报, 2020, 38(3):419-430. (核心)


4. 李亚翔,张显全,俞春强,唐振军.采用相邻像素预测的可逆信息隐藏算法,华侨大学学报（自然科学版）, 2020,41(2):223-229. (核心)


5. 孙容海,施林甫,黄丽艳,唐振军,俞春强.基于图像插值和参考矩阵的可逆信息隐藏算法,广西师范大学学报(自然科学版), 2019, 37(2):90-104. (核心)


6. 俞春强,侯晓杰,张显全,唐振军,陈艳,邓方舟. 基于编码压缩和加密的图像可逆信息隐藏算法, 光电子·激光, 2018,29(8):876-883. (核心)


7. 陈艳,俞春强,侯晓杰,张显全,唐振军,何南. 基于曲面插值的加密图像可逆信息隐藏算法, 应用科学学报, 2018, 36(2):220-236. (核心)


8. 俞春强,邓方舟,张显全,唐振军,陈艳,何南. 一种基于多预测值分类的可逆信息隐藏算法, 广西师范大学学报(自然科学版), 2018, 36(2):24-32. (核心)


9. 孙佳忆,曹芳,唐振军,姚恒,秦川.基于图像拼接的可信图像修补方法, 上海理工大学学报, 2018, 40(2):150-156. (核心)


10. 唐振军*,杨帆,黄紫晴,劳欢.基于PCA特征距离的图像哈希算法,广西师范大学学报(自然科学版), 2016, 34(4):9-18.(核心，《广西师范大学学报》年度优秀论文一等奖)


11. 刘凯,唐振军*,张显全,俞春强.联合压缩感知和颜色向量角的彩色图像哈希方法, 应用科学学报, 2015, 33(6): 595-603. (核心，2018年度“应用科学学报高被引论文”)


12. 唐振军,戴玉敏,张显全,张师超.基于DCT特征点的感知图像Hash函数. 广西师范大学学报(自然科学版), 2012, 30(3):135-141. (核心)


13. 姚恒,魏为民,唐振军.重采样图像的盲检测技术, 计算机工程与应用, 2010,46(30):166-168. (核心)


14. 唐振军,王朔中,魏为民,张新鹏.利用分块相似系数构造感知图像Hash,计算机研究与发展，2009,46,S(I):311-317. (第八届全国信息隐藏暨多媒体安全大会（CIHW2009）大会优秀论文奖)


15. 张显全,唐振军,王继军. 基于控制点的二值图像边界矢量化算法,计算机科学, 2009, 36(1):169-170,189. (核心)


16. 魏为民,唐振军.利用JPEG块效应不一致性的合成图像盲检测,中国图象图形学报,2009,14(11):2387-2390. (核心)


17. 唐振军,王朔中,魏为民,苏胜君.用于图像Hash的视觉相似度客观评价测度,中国图象图形学报,2008,13(10):2040-2043. (核心)


18. 唐振军,魏为民.一种快速的彩色图像置乱算法，计算机工程,2008,34(6):153-154,157. (核心)


19. 唐振军,路兴,魏为民,王朔中.基于位交换的图像置乱,光电子·激光,2007,18(12):1486-1488,1495.（EI）


20. 魏为民,王朔中,唐振军.一类数字图像篡改的被动认证，东南大学学报(自然科学版),2007,37, s(1):58-61.（EI）


21. 唐振军,魏为民,张新鹏,王朔中.用于图像检索的稳健Hash，东南大学学报(自然科学版),2007,37, s(1):105-108.（EI）


22. 张显全,唐振军.基于图的指纹匹配算法,计算机工程, 2006,32(13):193-195, 208.（EI）


23. 张显全,刘丽娜,唐振军.基于凸多边形的凸壳算法, 计算机科学, 2006, 33(9):218-221. (核心)


24. 张显全,唐振军,卢江涛.基于线匹配的图像拼接, 计算机科学, 2005, 32(1):221-223. (核心)


25. 张显全,唐振军,于金辉.基于高斯模板的图象旋转算法, 计算机工程与应用, 2005, 41(34):79-81. (核心)

发明专利

1. 唐振军,张显全,孙容海,秦芳远.基于缩略图和奇异值分解的图像Hash方法. 专利号: ZL201110033139.2,申请日: 2011.1.29,授权日:2012.9.5.


2. 唐振军,张显全,张师超.基于圆环统计特征的抗旋转图像Hash方法,专利号: ZL201210291572.0, 申请日：2012.8.16,授权日: 2016.3.7.


3. 唐振军,阮林林,张显全,俞春强,孙容海.一种基于均值二次图像和局部保持投影的图像摘要方法,专利号:ZL201510144400.4,申请日: 2015.3.30, 授权日:2018.1.5.


4. 唐振军,施林甫,张显全,张师超,俞春强,陈旅.一种面向密文图像信息隐藏的随机插值方法,专利号:ZL 201710810628.1,申请日:2017.9.11,授权日: 2019.1.28.


5. 张显全,孙泽锐,唐振军,俞春强.基于抛物线插值图像的可逆信息隐藏方法,专利号:ZL201310484360.9,申请日:2013.10.16,授权日: 2015.11.4.


6. 张显全,秦芳远,唐振军,孙容海.基于网络的多媒体信息优化传输方法,专利号: ZL201110347286.7,申请日: 2011.11.5,授权日:2014.9.16.


7. 张显全,俞春强,唐振军,孙泽锐.基于信息隐藏的数据安全保护方法,专利号: ZL201310532008.8,申请日: 2013.11.3, 授权日:2016.9.21.


8. 俞春强,张显全,唐振军,张师超,何南.一种编码分组的可逆隐藏信息方法,专利号: ZL201510866003.8,申请日:2015.12.1, 授权日:2018.2.11.


9. 俞春强,张显全,唐振军,侯晓杰,郑桂平.基于编码压缩的加密图像可逆信息隐藏方法,专利号:ZL 201710892764.X,申请日:2017.9.27, 授权日:2019.2.12.


10. 魏为民,王朔中,张新鹏,唐振军.数字图像缩放因子的盲检测方法.专利号: ZL200810203981.4, 申请日:2008.12.4,授权日: 2011.11.23.


11. 张显全,何弦,俞春强,唐振军.基于像素分类的隐藏图像恢复算法, 申请号:201610357521.1,申请日:2016.5.26.


12. 张显全,王博,俞春强,唐振军.基于边缘线匹配的图像对称轴检测方法,申请号:201611091606.6,申请日:2016.12.1.


13. 张显全,俞春强,王博,唐振军,郑桂平.基于信息隐藏的图像保护方法,申请号:201710726498.3,申请日：2017.8.22.


14. 张显全,何弦,俞春强,唐振军.一种基于多方向窗口的隐藏图像恢复方法,申请号:201810325778.8,申请日:2018.4.12.


15. 张显全,董玉,俞春强,唐振军,陈艳.一种基于权重的多备份图像隐藏及恢复方法,申请号:201810638543.4,申请日:2018.06.20.


16. 张显全,董玉,俞春强,唐振军.一种基于凸壳和分组插补的隐藏图像修复方法,申请号：201811200723.0,申请日:2018.10.16.


17. 张显全,王德望,俞春强,唐振军.一种基于像素值动态预测的可逆信息隐藏方法,申请号:201811243311.5,申请日:2018.10.25.


18. 张显全,龙凤,俞春强,唐振军,王卓然,一种基于直方图法的隐藏图像恢复方法, 申请号:202010571299.1, 申请日:2020.6.22.


19. 张显全,刘号,俞春强,唐振军,一种最大的正方形图像平滑块计算方法,申请号:202111454746.6, 申请日:2021.11.29.

计算机软件著作权

1. 唐海涌,唐振军,马继梁,广西师范大学.基于CycleGAN的图像风格迁移系统v1.0,登记号:2023SR0038188.


2. 陈致远,唐振军,于梦竹,广西师范大学.基于Transformer的全参考图像质量评价软件v1.0,登记号:2022SR1360312.


3. 庄会江,唐振军,于梦竹,广西师范大学.基于Transformer的人脸表情识别系统v1.0,登记号:2022SR0692096.


4. 陈佳男,唐振军,梁晓萍,广西师范大学.基于Transformer和Unet的医学图像分割系统v1.0,登记号:2022SR0683519.


5. 陈佳男,唐振军,余紫璇,广西师范大学.基于残差神经网络的鸟类图像识别系统v1.0,登记号:2022SR0357468.


6. 庄会江,唐振军,于梦竹,广西师范大学.基于EfficientNet的宠物狗分类系统v1.0,登记号:2022SR0357438.


7. 陈毅铧,唐振军,张瀚匀,广西师范大学.面向Word和PDF文档的图像提取软件v1.0,登记号:2021SR2129235.


8. 陈毅铧,唐振军,张瀚匀,广西师范大学.简历生成软件v1.0,登记号:2022SR0046436.


9. 谢国雄,唐振军,孙颖颖,孙容海,广西师范大学.基于预测误差直方图平移的图像可逆隐藏软件v1.0,登记号:2021SR1834265.


10. 谢国雄,唐振军,张瀚匀,广西师范大学.基于重叠分块和随机扫描的图像加密软件v1.0,登记号:2021SR1834316.


11. 刘婉婷,唐振军,张瀚匀,广西师范大学.基于感知哈希的图像检索系统v1.0,登记号:2021SR0942679.


12. 俸萍,唐振军,陈毅铧,广西师范大学.基于图像哈希的车辆识别软件v1.0, 登记号:2021SR1138209.


13. 范贵进,唐振军,俞春强,广西师范大学.基于DCT和随机LSB匹配的可逆图像信息隐藏软件V1.0,登记号:2021SR1132751.


14. 孙颖颖,唐振军,谢国雄,广西师范大学.基于MED预测和直方图平移的可逆图像信息隐藏软件v1.0，登记号:2021SR1133031.


15. 陈毅铧,唐振军,陈震海,广西师范大学.面向相似图像检测应用的哈希软件v1.0,登记号:2021SR0279613.


16. 陈致远,唐振军,张少鹏,广西师范大学.基于稀疏表示和离散小波变换的视频哈希软件v1.0,登记号:2021SR0279606.


17. 俸萍,唐振军,余紫璇,广西师范大学.基于卷积神经网络的花卉图像检索软件v1.0,登记号:2021SR0284340.


18. 孙颖颖,唐振军,庞明源,广西师范大学.基于直方图平移的无损图像信息隐藏软件v1.0,登记号:2021SR0028698.


19. 范贵进,唐振军,陈震海,孙容海,广西师范大学.基于数据插值和参考矩阵的图像可逆信息隐藏软件v1.0, 登记号: 2020SR1169869.


20. 谭荣庆,唐振军,陈毅铧,计慧芳,广西师范大学.微博图片采集系统v1.0,登记号: 2020SR0855294.


21. 陈毅铧,唐振军,范维聪,谭荣庆,广西师范大学.基于图像哈希的社交媒体热点事件检测系统v1.0,登记号: 2020SR0855295.


22. 陈震海,唐振军,刘婉婷,广西师范大学.基于奇异值分解和小波变换的视频哈希软件v1.0,登记号: 2020SR0855296.


23. 陈震海,唐振军,梁晓萍,广西师范大学.基于非负矩阵分解的图像哈希系统v1.0,登记号: 2020SR0099936.


24. 马善传,唐振军,孙容海,广西师范大学.基于图像插值的信息隐写软件v1.0,登记号:2019SR0294129.


25. 张瀚匀,唐振军,于梦竹,广西师范大学.人脸马赛克处理软件v1.0,登记号:2018SR219051.


26. 聂何望,唐振军,凌曼,广西师范大学.基于SVM的车牌识别软件v1.0,登记号:2018SR219059.


27. 许世杰,唐振军,施林甫,广西师范大学.图像同态加密软件v1.0,登记号:2017SR658149.


28. 杨烨,唐振军,广西师范大学.图像信息隐藏手机软件v1.0,登记号: 2017SR533838.


29. 孙容海,赵鑫凯,唐振军,广西师范大学.二维码手机软件v1.0,登记号: 2017SR503814.


30. 许世杰,唐振军,施林甫,广西师范大学.基于波动函数的加密图像隐写软件v1.0,登记号:2017SR414437.


31. 陈旅,唐振军,广西师范大学.视频哈希软件v1.0,登记号:2017SR405461.


32. 孙容海,林楚雄,唐振军,广西师范大学.图像可见水印嵌入软件v1.0, 登记号:2017SR257215.


33. 陈旅,唐振军,广西师范大学.序列图像采集手机软件v1.0,登记号:2017SR045556.


34. 劳欢,唐振军.图像哈希软件v1.0，登记号：2015SR125291.


35. 唐振军,张显全.高效图像信息隐藏系统v1.0,登记号: 2014SR044253.


36. 唐振军.含水印保护的产品展示通用系统V1.0,登记号: 2008SR08704.

荣誉奖励

1. 2022全球前2%顶尖科学家榜单(World's Top 2% Scientists 2022)，2022年.


2. 2021全球前2%顶尖科学家榜单(World's Top 2% Scientists 2021)，2021年.


3. 2021年广西高等教育自治区级教学成果一等奖："三融合三协同"的计算机类本科人才培养质量提升研究与实践, 排名第8，2021年.


4. 吴璟莉,李先贤,唐振军,王金艳,陈宇文,张灿龙,黄斌,农京辉,黄玲,王修信,何冰,汤谷云.广西师范大学第十届教学成果奖二等奖："三维联动，产出导向"的程序设计综合能力培养模式改革与实践, 2021年.


5. 2020年广西师范大学优秀研究生指导教师，2021年.


6. 2020全球前2%顶尖科学家榜单(World's Top 2% Scientists 2020)，2020年.


7. 广西师范大学A类漓江学者，2019年.


8. "广西高等学校千名中青年骨干教师培育计划"第二期培养人选，2019年.


9. 李先贤,吴璟莉,唐振军,朱伟军,王金艳,闻炳海,李智,李帼.广西师范大学第九届教学成果一等奖：地方高校计算机科学与技术优势特色专业建设的改革与实践，2019年.


10. 2018年广西师范大学毕业生就业创业工作先进个人，2018年.


11. 唐振军,吴璟莉,孙容海,黄斌,王志星.广西师范大学第八届教学成果三等奖：计算机设计类课程的教学改革研究与实践, 2016年.


12. 广西师范大学第九批校级拔尖人才，授予单位：广西师范大学，2016年.


13. 2014-2016年度广西师范大学优秀教师，授予单位：广西师范大学，2016年.


14. 第二批广西“十百千知识产权（专利）人才”（广西知识产权中青年专家），授予单位：广西壮族自治区知识产权局，2015年.


15. 2015年《中国图象图形学报》优秀审稿专家.


16. 唐振军,张显全,黄丽艳,戴玉敏.桂林市第四届自然科学优秀论文二等奖，论文名称：Robust image hashing using ring-based entropies (基于圆环信息熵的鲁棒图像哈希算法), 授予单位：桂林市科学技术协会，2014年.


17. 2012-2014年度广西师范大学优秀教师，授予单位：广西师范大学，2014年.


18. 广西优秀硕士学位论文指导老师，授予单位：广西壮族自治区学位委员会，2013年.


19. “广西高等学校优秀中青年骨干教师培养工程”第一期培养对象，授予单位：广西壮族自治区教育厅，2013年.


20. 广西师范大学第九届“十佳青年”，授予单位：广西师范大学校党委宣传部、人事处、工会、团委、青年教师成长学校，2013年.


21. 广西师范大学2012年青年教师说课比赛理科组二等奖，授予单位：广西师范大学工会.


22. 唐振军,王朔中,张新鹏,魏为民.“2012年度广西自然科学优秀论文三等奖”，论文名称：Structural feature-based image hashing and similarity metric for tampering detection，授予单位：广西壮族自治区科学技术协会.


23. 张显全,唐振军, 于金辉,郭明明,蒋联源.“2011年度广西自然科学优秀论文三等奖”，论文名称：凸壳性质及算法（Convex hull properties and algorithms），授予单位：广西壮族自治区科学技术协会.


24. 唐振军,王朔中,魏为民,张新鹏.“第八届全国信息隐藏暨多媒体安全大会优秀论文奖”，论文名称：利用分块相似系数构造感知图像Hash，授予单位：中国电子学会通信学分会，2009年.

学位论文

• 博士论文：感知图像Hash框架、方法及性能测评指标，上海大学，2009.12


• 硕士论文：图象边界表示研究及其在剪纸设计中的应用，广西师范大学， 2006.6.


• 本科论文：图像拼接系统，广西师范大学， 2003.6.

讲授课程

• 程序设计基础(本科生)


• 数字图像处理(研究生)


• 人工智能(研究生)


• 多媒体技术(本科生)


• 数据库原理(本科生)


• Web应用软件开发(.Net版)(本科生)


• 网站建设与网页设计(本科生)


• Internet网站开发技术(本科生)

	中文版  ResearchGate   ORCID   Scopus Author    Semantic Scholar   Google scholar    DBLP            Professor  Dr.  Zhenjun Tang 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


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


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


2. PC chair of IWDW2022


3. Organization chair of CCIR2018


4. Local chair of FAW2015


5. Session chair of ICCCI2010


6. PC member of ADMA2014


7. 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 Signal Processing Letters


9. The Computer Journal


10. Information Sciences


11. Knowledge-Based Systems


12. IET Image Processing


13. IET Computer Vision


14. Neurocomputing


15. Signal Processing


16. Digital Signal Processing


17. Computer Vision and Image Understanding


18. Journal of Visual communication and image representation


19. Journal of Information Security and Applications


20. The Visual Computer


21. Security and Communication Networks


22. Wireless Communications and Mobile Computing


23. Multimedia Tools and Applications


24. Journal of Intelligent & Fuzzy Systems


25. IEEE Access


26. Mathematical Biosciences and Engineering


27. Springerplus


28. Optics and Lasers in Engineering


29. Optik-International Journal for Light and Electron Optics


30. Imaging Science Journal


31. Autosoft


32. IETE Technical Review


33. IETE Journal of Research


34. Cryptologia


35. Advances in Multimedia


36. Journal of the Chinese Institute of Engineers


37. Journal of Computational and Theoretical Nanoscience

Research Interests

• Multimedia hashing (image hashing, video hashing)


• Information hiding


• Image and video processing


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


• Deep learning

Research Projects

1. 2023-2026, Video Hash Theories and Methods Based on Deep Neural Networks and Manifold 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, Guangxi Natural 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. 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）


4. 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）


5. 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）


6. 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)


7. 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)


8. 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)


9. 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)


10. 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)


11. 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)


12. 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)


13. 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)


14. 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)


15. 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）


16. 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）


17. 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）


18. 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）


19. 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)


20. 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)


21. 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)


22. 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)


23. 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)


24. 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)


25. 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)


26. 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)


27. 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）


28. 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.


29. 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)


30. 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)


31. 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）


32. 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）


33. 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）


34. 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）


35. 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)


36. 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)


37. 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)


38. 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)


39. 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)


40. 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)


41. 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)


42. 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）


43. 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)


44. 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)


45. 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)


46. 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)


47. 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）


48. 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)


49. 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)


50. 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）


51. 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)


52. 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)


53. 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）


54. 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）


55. 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）


56. 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）


57. 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）


58. 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）


59. 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）


60. 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）


61. 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）


62. 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）


63. 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）


64. 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）


65. 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）


66. 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）


67. 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)


68. 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）


69. 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）


70. 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）


71. 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）


72. 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）


73. 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）


74. 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）


75. 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）


76. 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）


77. 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）


78. 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）


79. 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）


80. 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）


81. 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）


82. 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)


83. 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)


84. 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)


85. 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）


86. 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）


87. 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）


88. 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）


89. 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）


90. 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）


91. 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）


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


93. 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）


94. 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）


95. 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）


96. 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)