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. 广西计算机学会副理事长


2. IET Image Processing副编辑（Associate Editor）（2023.12-至今）


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


4. ACM Multimedia 2025-2026 领域主席(Area Chair)


5. Mathematics客座编辑(Guest editor)


6. AAIP2026程序主席


7. ICBSP2024出版主席


8. NCAA2024本地组织主席


9. ICBSP2023出版主席


10. IWDW2022程序委会主席


11. ICPCSEE2019组织主席


12. CCIR2018组织主席


13. FAW2015组织主席


14. ICCCI2010分会主席


15. ADMA2014程序委员会委员


16. CSE2014和CSE2015程序委员会委员


17. IEEE高级会员


18. ACM会员


19. 中国计算机学会(CCF)杰出会员


20. 中国图象图形学会(CSIG)高级会员


21. 广西师范大学第八届和第九届学术委员会委员


22. 《广西师范大学学报（自然科学版）》编委


23. CCF YOCSEF桂林副主席（2016-2017）


24. 广西人工智能学会常务理事




• 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 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


45. 中国科学（信息科学）


46. 应用科学学报


47. 中国图象图形学报


48. 东南大学学报


49. 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）


• 计算机视觉（图像质量评价、图像美学评价等）


• 人工智能安全

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. 中国-东盟多源数据挖掘与安全，广西科技基地和人才专项项目, 2017-2020, 参与.


7. 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.


8. 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.


9. 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.


10. 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.


11. 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.


12. 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.


13. 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.


14. 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.


15. 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.


16. 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.


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.

代表性SCI论文(*为通讯作者)

CCF-A类国际期刊

1. L. Chen, X. Q. Zhang*, C. Yu, X. P. Zhang, C. N. Yang, Z. Tang*, GCL-MIH: A generative-based coverless multi-image hiding method, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.48, no.6, pp. 6720–6734, 2026. （SCI+EI）


2. C. Yu, X. Q. Zhang*, G. Li, Peng Liu, X. P. Zhang, Z. Tang*, Reversible data hiding in encrypted images with secret sharing and multivariate linear equation, IEEE Transactions on Dependable and Secure Computing, vol.22, no.6, pp.6767-6780, 2025.（SCI+EI）


3. X. Liang, Z. Tang*, X. Q. Zhang, X. P. Zhang, C. N. Yang, Robust image hashing with weighted saliency map and Laplacian eigenmaps, IEEE Transactions on Information Forensics and Security, vol.20, pp.665–676, 2025. （SCI+EI）


4. X. Liang, Z. Tang*, X. Q. Zhang, M. Yu, X. P. Zhang, Robust hashing with local tangent space alignment for image copy detection, IEEE Transactions on Dependable and Secure Computing, vol.21, no.4, pp.2448-2460, 2024. （SCI+EI）


5. X. Q. Zhang, F. He, C. Yu*, X. P. Zhang, C. N. Yang, Z. Tang*, Reversible data hiding in encrypted images with asymmetric coding and bit-plane block compression, IEEE Transactions on Multimedia, vol.26, pp.10174–10188, 2024. (SCI+EI)


6. X. Liang, Z. Tang*, Z. Huang, X. Q. Zhang, S. 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）


7. Z. Huang, Z. Tang*, X. Q. Zhang, L. Ruan, X. P. 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）


8. X. Liang, Z. Tang*, J. Wu, Z. Li, X. P. 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）


9. X. Q. Zhang, X. Li, Z. Tang*, S. Zhang*, S. 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）


10. Z. Tang, L. Chen, X. Q. Zhang, S. Zhang*, Robust Image Hashing with Tensor Decomposition, IEEE Transactions on Knowledge and Data Engineering, vol.31, no.3, pp.549–560, 2019. （SCI+EI）


11. Z. Tang, X. Q. Zhang, X. Li, S. 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）


12. Z. Tang, X. Q. Zhang, S. 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-B类国际期刊

13. H. Zhang, Y. Chen, X. Liang, X. Q. Zhang, Z. Tang*, SMRFHash: Semantic-guided multi-representation fusion hashing for fine-grained image retrieval, IEEE Transactions on Circuits and Systems for Video Technology, 2026. (SCI+EI)


14. Z. Yu, Z. Tang*, M. Yu, L. Chen, X. Liang, X. Zhang, A novel image hashing with visual and structural feature maps for content authentication, ACM Transactions on Multimedia Computing, Communications, and Applications, 2026.(SCI+EI)


15. H. Nie, Jue Xiao, Zhi Lu, R. Shen, C. Yu, Z. Tang*, Watermarking for Model Ownership Verification: Invisible at Deployment, Activated by Updates, ACM Transactions on Privacy and Security, vol.29, no.3, Article no.32, pp.1-28, 2026. (SCI+EI)


16. C. Yu, X. Q. Zhang*, C. N. Yang, X. P. Zhang, Z. Tang*, Reversible data hiding in shared images using overlapped coefficients in polynomials, IEEE Transactions on Circuits and Systems for Video Technology, vol.36, no.1, pp.521–536, 2026. (SCI+EI)


17. M. Yu, Z. Tang*, X. Liang, X. Q. Zhang, Z. Li, X. P. Zhang, Robust hashing with deep features and Meixner moments for image copy detection, ACM Transactions on Multimedia Computing, Communications, and Applications, vol.20, no.12, Article No.: 384, pp.1-23, 2024.(SCI+EI)


18. C. Yu, S. Cheng, X. Q. Zhang*, X. P. Zhang, Z. Tang*, Reversible data hiding in shared JPEG Images, ACM Transactions on Multimedia Computing, Communications, and Applications, vol.20, no.12, Article No.372, pp.1–24, 2024.(SCI+EI)


19. X. Liang, W. Liu, X. Q. Zhang, Z. Tang*, Robust image hashing via CP Decomposition and DCT for copy detection, ACM Transactions on Multimedia Computing Communications and Applications, vol.20, no.7, Article No.201, pp.1–22, 2024. （SCI+EI）


20. X. Liang, Z. Tang*, Z. Li, M. Yu, H. Zhang, X. Q. 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, 2024.（SCI+EI）


21. M. Yu, Z. Tang*, H. Zhang, X. Liang, X. Q. Zhang, Video hashing with tensor robust PCA and histogram of optical flow for copy detection, The Computer Journal, vol.67, no.6, pp.2162–2171, 2024.（SCI+EI）


22. C. Yu, X. Q. Zhang*, C. Qin, Z. Tang*, Reversible data hiding in encrypted images with secret sharing and hybrid coding, IEEE Transactions on Circuits and Systems for Video Technology, vol.33, no.11, pp.6443-6458, 2023. （SCI一区+EI）


23. Z. Tang*, Z. Chen, Z. Li, B. Zhong, X. Q. Zhang, X. P. 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）


24. M. Yu, Z. Tang*, Z. Li, X. Liang, X. Q. Zhang, Robust image hashing with saliency map and sparse model, The Computer Journal, vol.66, no.5, pp.1241-1255, 2023. (SCI+EI)


25. M. Yu, Z. Tang*, X. Q. Zhang, B. Zhong, X. P. 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）


26. C. Yu, X. Q. Zhang*, X. P. Zhang, G. Li, Z. 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）


27. C. Yu, X. Q. Zhang*, G. Li, S. Zhan, Z. Tang*, Reversible data hiding with adaptive difference recovery for encrypted images, Information Sciences, vol.584, pp.89-110, 2022. （SCI一区+EI）


28. Z. Tang*, M. Yu, H. Yao, H. Zhang, C. Yu, X. Q. Zhang, Robust image hashing with singular values of quaternion SVD, The Computer Journal, vol.64, no.11, pp.1656–1671, 2021. (SCI+EI)


29. Z. Tang*, L. Chen, H. Yao, X. Q. Zhang, C. Yu, Video hashing with DCT and NMF, The Computer Journal, vol.63, no.7, pp.1017-1030, 2020. (SCI+EI)


30. Z. Tang*, Z. Huang, H. Yao, X. Q. Zhang, L. Chen, C. 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）


31. Z. Tang*, H. Lao, X. Q. Zhang, K. Liu, Robust image hashing via DCT and LLE, Computers & Security , vol.62, pp.133-148, 2016. （SCI+EI）



CCF-C类国际期刊

32. J. Ma, Y. Chen, X. Liang, X. Q. Zhang, Z. Tang*, Semantic-guided channel cross-attention integration network for no-reference image quality assessment, IEEE Internet of Things Journal, DOI:10.1109/JIOT.2026.3701690, 2026.


33. X. Liang, H. Pan, Y. Chen, Z. Tang*, No-reference screen content image quality assessment via edge and visual salient feature fusion network, IEEE Internet of Things Journal, vol.13, no.14, pp.31560-31571, 2026.


34. H. Zhang, X. Liang, L. Chen, X. Q. Zhang, Z. Tang*, Robust image hashing based on adaptive weighted feature space for copy detection, Expert Systems with Applications, vol.308, Article ID.131125, 2026.


35. Q. Yu, Y. Chen, J. Ma, X. Liang, Z. Tang*, Multi-scale and global feature fusion network with multiple attentions for no-reference image quality assessment, Expert Systems with Applications, vol.307, Article ID.131011, 2026.


36. Z. Yu, X. Liang, L. Chen, X. Q. Zhang, Z. Tang*, Robust video hashing with DWT and tensor SVD for copy detection, Expert Systems with Applications, vol.304, Article ID.130669, 2026.


37. Z. Wang, D. Wu, J. Wang, X. Q. Zhang, Z. Tang*, UAPFinger: One-to-many deep neural network fingerprinting via universal adversarial perturbations, Expert Systems with Applications, vol.299, Part B, Article ID.130048, 2026.


38. C. Wu, Y. Chen, K. Wu, X. Liang, Z. Tang*, HAR-HFNet: Hybrid-attention refinement and hierarchical fusion network for no-reference image quality assessment, IEEE Signal Processing Letters, vol.33, pp.918-922, 2026.


39. G. Zhou, N. Li, C. Yu, X. Q. Zhang, Z. Tang*, Reversible data hiding in encrypted images based on bit-plane classification and adaptive group coding, IET Image Processing, vol.20, no. 1, e70310, 2026.


40. Y. Chen, L. Chen, X. Liang, H. Tang, Z. Tang*, Unifying statistical and refined semantic features for lightweight no-reference image quality assessment, IEEE Internet of Things Journal, vol.12, no.15, pp. 31536 –31547, 2025.


41. Q. Yu, P. Huang, Y. Chen, X. Liang, Z. Tang*, MB-FAENet: Multi-branch feature and attention enhancement network for no-reference image quality assessment, IEEE Signal Processing Letters, vol.32, pp.3954-3958, 2025. （SCI+EI, CCF-C类期刊）


42. S. Deng, N. Li, C. Yu, X. Q. Zhang, Z. Tang*, Reversible data hiding via bit-plane block rearrangement and intra-block compression coding for encrypted images, IET Image Processing, vol.19, no.1, e70158, 2025. （SCI+EI, CCF-C类期刊）


43. Z. Yu, Z. Tang*, X. Liang, H. Zhang, R. Sun, X. Q. Zhang, A novel image hashing with low-rank sparse matrix decomposition and feature distance, The Visual Computer, vol.41, pp.1987–1998, 2025. （SCI+EI, CCF-C类期刊）


44. Z. Yu, L. Chen, X. Liang, X. Q. Zhang, Z. Tang*, Effective image hashing with deep and moment features for content authentication, IEEE Internet of Things Journal, vol.11, no.24, pp.40191–40203, 2024. （SCI+EI, CCF-C类期刊）


45. J. Ma, Y. Chen, L. Chen, Z. Tang*, Dual-attention pyramid transformer network for no-reference image quality assessment, Expert Systems with Applications, vol.257, Article ID. 125008, 2024. （SCI+EI, CCF-C类期刊）


46. Z. Tang*, Y. Chen, Z. Chen, X. Liang, X. Q. 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类期刊）


47. P. Feng, Z. 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）


48. Y. Dong, X. Q. Zhang*, C. Yu*, Z. 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）


49. X. Liang, Z. Tang*, S. Li, C. Yu, X. Q. 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）


50. C. Yu, X. Q. Zhang*, D. Wang, Z. 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）


51. Z. Chen, Z. Tang*, X. P. Zhang, R. Sun, X. Q. 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）


52. Z. Tang*, M. Pang, C. Yu, G. Fan, X. Q. 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）


53. Z. Tang*, S. Zhang, X. Q. Zhang, Z. Li, Z. Chen, C. 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）


54. X. Liang, Z. Tang*, X. Xie, J. Wu, X. Q. 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）


55. Z. Tang*, S. Zhang, Z. Chen, X. Q. 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）


56. H. Yao, F. Mao, Z. Tang*, C. 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)


57. Z. Tang*, H. Zhang, C. M. Pun, M. Yu, C. Yu, X. Q. 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)


58. Z. Tang*, Z. Yu, Z. Li, C. Yu, X. Q. Zhang, Robust image hashing with low-rank representation and ring partition, Wireless Communications and Mobile Computing, vol.2020, Article ID. 8870467, 12 pages, 2020.


59. Z. Tang*, S. Xu, H. Yao, C. Qin, X. Q. 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)


60. D. Wang, X. Q. Zhang*, C. Yu*, Z. 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)


61. Z. Tang*, Y. Yang, S. Xu, C. Yu, X. Q. 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）


62. Z. Tang, X. Li, X. Q. Zhang, S. Zhang*, Y. Dai, Image hashing with color vector angle, Neurocomputing, vol.308, pp.147-158, 2018. （SCI二区+EI, CCF-C类期刊）


63. C. Yu, X. Q. Zhang, Z. Tang*, Y. Chen, J. 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）


64. X. Q. Zhang*, Z. Sun, Z. Tang, C. Yu, X. 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）


65. Z. Tang*, Z. Huang, X. Q. Zhang, H. Lao, Robust image hashing with multidimensional scaling, Signal Processing, vol.137, pp.240–250, 2017.（SCI二区+EI, CCF-C类期刊）


66. Z. Tang*, F. Wang, X. Q. 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）


67. Z. Tang*, X. Q. Zhang, W. 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）


68. Z. Tang*, Y. Dai, X. Q. Zhang, L. Huang, F. 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）


69. Z. Tang*, X. Q. Zhang, L. Huang, Y. 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）


70. X. Q. Zhang, T. Liang, Z. Tang*, X. 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）


71. Z. Tang, S. Wang*, X. P. Zhang, W. 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）


72. Z. Tang, S. Wang*, X. P. Zhang, W. Wei, Y. 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

73. X. Liang, W. Liu, X. Q. Zhang, Z. Tang*, Effective image hashing with saliency model and Tucker decomposition for copy detection, IEEE Transactions on Consumer Electronics, DOI: 10.1109/TCE.2026.3706545, 2026.（SCI二区+EI）


74. H. Zhang, Z. Tang*, M. Yu, X. Liang, X. Q. Zhang, Robust color image hashing with nonnegative matrix factorization and saliency map for copy detection, IEEE MultiMedia, vol.31, no.3, pp.44-52, 2024. （SCI+EI）


75. Z. Tang*, H. Zhuang, M. Yu, L. Chen, X. Liang, X. Q. Zhang, Robust video hashing with canonical polyadic decomposition and Hahn moments, Journal of Electronic Imaging, vol.33, no.4, Article ID.043007, 2024. （SCI+EI）


76. X. Li, C. Qin, Z. Wang*, X. P. Zhang, Z. Tang, A new distance measurement method for perceptual image hashing, IETE Technical Review, 2024.（SCI+EI）


77. M. Yu, Z. Tang*, X. Liang, X. Q. Zhang, X. P. Zhang, Perceptual hashing with deep and texture features, IEEE MultiMedia, vol.31, no. 1, pp. 65–75, 2024.（SCI+EI）


78. M. Yu, Z. Tang*, X. Liang, Z. Yu, C. Yu, X. Q. 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）


79. G. Xie, Z. Tang*, X. Liang, C. Yu, X. Q. 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）


80. G. Li, X. Q. Zhang*, C. Yu*, L. Zhang, Z. Tang, Reversible data hiding with prediction error histogram decomposition and hybrid dimensional histogram modification, Journal of Electronic Imaging, vol.32, no.4, Article ID. 043010, 2023. （SCI+EI）


81. K. Wu, Z. Wang*, X. P. Zhang, Z. Tang, Defending against adversarial examples using perceptual image hashing, Journal of Electronic Imaging, vol.32, no.2, Article ID.023016, 2023. （SCI+EI）


82. Y. Dong, X. Q. Zhang*, C. Yu*, Z. 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)


83. Z. Tang*, H. Zhang, S. Lu, H. Yao, X. Q. 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)


84. Z. Tang*, H. Nie, C. M. Pun, H. Yao, C. Yu, X. Q. Zhang, Color image reversible data hiding with double-layer embedding, IEEE Access, vol.8, pp.6915-6926, 2020. (SCI+EI)


85. X. Q. Zhang, J. Yang, Y. Dong, C. Yu*, Z. 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)


86. Z. Tang*, S. Xu, D. Ye, J. Wang, X. Q. Zhang, C. 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)


87. Z. Tang*, Y. Yu, H. Zhang, M. Yu, C. Yu, X. Q. 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)


88. C. Yu , C. Ye , X. Q. Zhang*, Z. Tang*, S. 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)


89. C. Yu, X. Q. Zhang, Z. Tang*, X. 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）


90. Z. Tang*, Q. Lu, H. Lao, C. Yu, X. Q. 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）


91. Z. Tang*,M. Ling, H. Yao, Z. Qian, X. Q. Zhang, J. Zhang, S. Xu, Robust Image Hashing via Random Gabor Filtering and DWT, Computers, Materials & Continua, vol.55, no.2, pp.331-344, 2018. （SCI+EI）


92. Z. Tang*, X. Li, J. Song, M. Wei, X. Q. Zhang, Colour space selection in image hashing: An Experimental Study, IETE Technical Review, vol.34, no.4, pp.440-447, 2017.（SCI+EI）


93. Z. Tang*, L. Huang, X. Q. Zhang, H. 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）


94. Z. Tang*, J. Song, X. Q. Zhang, R. 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)


95. Z. Tang*, L. Ruan, C. Qin, X. Q. Zhang, C. Yu, Robust image hashing with embedding vector variance of LLE, Digital Signal Processing, vol.43, pp.17-27, 2015.（SCI三区+EI）


96. X. Q. Zhang*, F. Ding, Z. Tang, C. 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）


97. Z. Tang, X. Q. Zhang*, C. Yu, D. 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）


98. Z. Tang*, F. Yang, L. Huang, X. Q. 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）


99. Z. Tang*, X. Q. Zhang, X. Dai, J. Yang, T. 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）


100. Z. Tang*, X. Q. Zhang, Y. Dai, W. Lan, Perceptual image hashing using local entropies and DWT, Imaging Science Journal, vol.61, no.2, pp.241-251, 2013.（SCI+EI）


101. Z. Tang*, Y. Dai, X. Q. Zhang, Perceptual hashing for color images using invariant moments, Applied Mathematics & Information Sciences, vol.6, no.2S, pp.643S-650S,2012. （SCI）


102. X. Q. Zhang, Z. Tang*, J. Yu, M. Guo, L. Jiang, Convex hull properties and algorithms, Applied Mathematics and Computation, vol.216, no.11, pp.3209-3218, 2010.（SCI+EI）

  代表性国际会议论文

1. Z. Yu, X. Liang, Z. Tang*, Video hashing with robust secondary frames and local tangent space alignment for copy detection, In: Proceedings of the 16th International Conference on Multimedia Retrieval (ICMR 2026), pp.425-429, June 16–19, 2026. (CCF-B, EI)


2. S. Hu, L. Yang, X. Liang, Z. Tang*, Self-supervised video hashing with consistent short-term and long-range temporal modeling, In: Proceedings of the 16th International Conference on Multimedia Retrieval (ICMR 2026), pp.1706-1710, June 16–19, 2026. (CCF-B, EI)


3. K. Wu, Y. Chen, C. Wu, P. Huang, Z. Tang*, Structure-guided graph refinement network for facial aesthetic assessment, In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.12297-12301, 2026. (CCF-B, EI)


4. L. Yang, N. Li, Y. Chen, Z. Tang*, Video Hashing via Transformer and KAN for Retrieval, In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 9227-9231, 2026. (CCF-B, EI)


5. X. Liang, H. Pan, H. Yang, Y. Chen, Z. Tang*, A no-reference screen content image quality assessment method based on regional distortion perception, In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 10542-10546, 2026. (CCF-B, EI)


6. L. Chen, Y. Chen, H. Zhang, L. Yang, Z. Tang*, Robust video hashing with color vector angle and multiscale deep feature for copy detection, In: Proceedings of International Joint Conference on Neural Networks (IJCNN 2026), 2026.(CCF-C, EI)


7. C. Wu, Y. Chen, K. Wu, Z. Tang*, Triplet-based feature refinement and quality difference perception network for no-reference image quality assessment, In: Proceedings of International Joint Conference on Neural Networks (IJCNN 2026), 2026. (CCF-C, EI)


8. S. Hu, L. Yang, H. Yang, X. Liang, Z. Tang*, Frequency-aware diffusion refinement network for self-supervised video hashing, In: Proceedings of International Joint Conference on Neural Networks (IJCNN 2026), 2026. (CCF-C, EI)


9. H. Zhang, Y. Chen, X. Liang, Z. Tang*, Adaptive dual-domain fine-grained image hashing with bidirectional frequency interaction, In: Proceedings of International Joint Conference on Neural Networks (IJCNN 2026), 2026.(CCF-C, EI)


10. L. Yang, N. Li, X. Liang, L. Chen, Z. Tang*, Video hashing via a Mamba-Transformer network for retrieval, In: Proceedings of the 32nd International Conference on Multimedia Modeling (MMM 2026), Lecture Notes in Computer Science, vol.16413, pp.104-108, 2026. (CCF-C, EI)


11. Q. Yu, Y. Chen, J. Ma, Z. Tang*, No-reference image quality assessment via attention-based feature enhancement and feature interaction, In: Proceedings of the 32nd International Conference on Multimedia Modeling (MMM 2026), Lecture Notes in Computer Science, vol.16412, pp.622–633, 2026. (CCF-C, EI)


12. L. Du, X. Liang, L. Yang, Z. Tang*, Structure-preserving video hashing via self-supervised transformer for retrieval, In:Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), 2025. (CCF-B, EI)


13. H. Zhang, Y. Chen, X. Liang, L. Chen, Z. Tang*, HGNet: Hash generation network guided by high frequency information for fine-grained image retrieval, In:Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), 2025. (CCF-B, EI)


14. H. Tang, Y. Chen, X. Liang, L. Chen, P. Huang,Z. Tang*, Artistic image aesthetics assessment assisted by photographic visual attributes, In:Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), 2025. (CCF-B, EI)


15. J. Ma, Y. Chen, P. Huang, Z. Tang*, Attention-enhanced feature fusion network for no-reference image quality assessment, In:Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), 2025. (CCF-B, EI)


16. H. Tang, Y. Chen, H. Zhang, L. Chen, R. Sun, Z. Tang*, Integrating subjective and objective features for image aesthetics assessment, In: Proceedings of the 2024 International Joint Conference on Neural Networks (IJCNN 2024), 2024.(CCF-C, EI)


17. Y. Chen, X. Liang, M. Yu, Z. Tang*, Unifying pictorial and textual features for screen content image quality evaluation, In: Proceedings of the 14th International Conference on Multimedia Retrieval (ICMR 2024), pp.1099–1103, June 10–14, 2024.(CCF-B, EI)


18. M. Yu, Z. Tang*, H. Zhuang, X. Liang, Z. Li, X. Q. Zhang, Robust video hashing with non-negative tensor factorization for copy detection, In: Proceedings of the 14th International Conference on Multimedia Retrieval (ICMR 2024), pp.1094–1098, June 10–14, 2024, (CCF-B, EI)


19. Y. Chen, Z. Chen, M. Yu, Z. Tang*, Dual-feature aggregation network for no-reference image quality assessment, In: Proceedings of the 29th International Conference on MultiMedia Modeling (MMM2023), Lecture Notes in Computer Science (LNCS) , vol. 13833, pp. 149–161, 2023. (CCF-C, EI)


20. P. Feng, H. Zhang, Y. Sun, Z. 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), Lecture Notes in Computer Science (LNCS) , vol.13834, pp.423–434, 2023. (CCF-C, EI)


21. Y. Sun, G. Xie, G. Fan, C. Yu, Z. 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)


22. Z. Chen, Y. Chen, X. Liang, Z. 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)


23. Z. Tang, J. Yu X. Q. Zhang, S. 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）


24. Z. Tang, Y. Dai, X. Q. Zhang, S. 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）


25. X. Q. Zhang, Z. Tang, T. Liang, S. Zhang, Y. Zhu, Y. 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）


26. Z. Tang, X. Q. Zhang, L. Huang, Design and implementation of reusable components using PowerBuilder, Procedia Engineering, vol.29, pp.584-588, 2012.（EI）


27. Z. Tang, S. Wang, X. P. Zhang, W. 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. 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)


3. 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)


4. 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)


5. 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)


6. 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)


7. 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)


8. 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)


9. 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”)


10. 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)


11. 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)


12. 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)


13. 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)


14. 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)


15. 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）


16. 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）


17. 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）


18. 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)


19. 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)


20. 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. 杨立凯,唐振军,陈旅,广西师范大学.基于均匀采样和小波变换的视频哈希软件v1.0,登记号:2024SR0857974.


2. 周国燕,唐振军,俞春强,邓淑钇,广西师范大学.基于双直方图平移的图像可逆信息隐藏软件V1.0,登记号:2024SR0738914.


3. 王泽楷,唐振军,王杰,广西师范大学.基于YOLO的危险驾驶行为检测系统V1.0,登记号:2024SR0419058.


4. 唐海涌,唐振军,孙容海,陈毅铧,庄会江,广西师范大学.融合人格与主题特征的图像美学质量评价系统v1.0,登记号:2024SR0263524.


5. 喻启群,唐振军,马继梁,广西师范大学,基于Alexnet的肺部疾病图像识别软件v1.0,登记号:2024SR0182297.


6. 杨立凯,唐振军,杜丽霞,广西师范大学.基于Resnet的图像语义分割系统v1.0,登记号:2024SR0178861.


7. 周国燕,唐振军,邓淑钇,广西师范大学.基于Transformer的书法图像分类软件V1.0,登记号:2024SR0183142.


8. 梁晓萍,唐振军,陈毅铧,广西师范大学.基于CNN的无参考屏幕图像质量评价软件v1.0, 登记号:2023SR1508476.


9. 梁晓萍,唐振军,谢国雄,广西师范大学.面向相似屏幕图像检测的哈希软件v1.0, 登记号:2023SR1458192.


10. 杜丽霞,唐振军,庄会江,广西师范大学.基于vgg16的图像风格迁移系统v1.0,登记号:2023SR1202761.


11. 陈毅铧,唐振军,梁晓萍,广西师范大学.融合CNN和Transformer特征的无参考图像质量评价软件v1.0,登记号:2023SR0997990.


12. 唐海涌,唐振军,梁晓萍,广西师范大学. 基于深度可分离卷积神经网络的车辆分类系统v1.0,登记号：2023SR0992167.


13. 邓淑钇,唐振军,谢国雄,广西师范大学.基于相邻像素差值的可逆图像信息隐藏软件v1.0, 登记号：2023SR0849122.


14. 杜丽霞,唐振军,庄会江,广西师范大学.基于Resnet的火灾图像分类系统v1.0,登记号:2023SR0551552.


15. 马继梁,唐振军,唐海涌,广西师范大学.基于SCGAN的妆容迁移软件v1.0，登记号：2023SR0072107.


16. 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.


17. 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.


18. 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.


19. 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.


20. 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.


21. 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.


22. 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.


23. 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.


24. 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.


25. 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.


26. 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.


27. 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.


28. 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.


29. 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.


30. 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.


31. 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.


32. 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.


33. 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.


34. 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.


35. 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.


36. 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.


37. 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.


38. 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.


39. 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.


40. 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.


41. 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.


42. 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.


43. 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.


44. 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.


45. 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.


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


47. 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.


48. 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.


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


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


51. 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. Best Computer Science Scientists 2026 in China.


2. 广西重大人才项目入选者, 2025年.


3. 全球前2%科学家榜单(World's Top 2% Scientists )，2020-2025年.


4. 2025年广西计算机学会计算机科学技术奖一等奖（自然科学奖）：基于数据降维和压缩感知的图像哈希算法, 排名第1，2025年.


5. 2025年八桂人工智能科学技术一等奖（自然科学奖）：图像可逆信息隐藏理论与方法, 排名第1，2025年.


6. 广西师范大学研究生教学成果一等奖: 厚植家国情怀 服务国家需求——软件工程学科研究生培养的创新与实践, 排名第1, 2025年.


7. 2024年度广西师范大学研究生优秀指导教师, 2025年.


8. 2024年度广西计算机学会成果一等奖：面向数字图像的数据安全保护理论与方法, 排名第1, 2024年.


9. 2023年广西高等教育自治区级教学成果二等奖：规范筑基、金课赋能、平台练优——地方高校计算机类一流本科专业建设改革与实践，排名第3，2024年.


10. 2022-2024年度广西师范大学优秀教师，2024年.


11. 广西师范大学第十一届教学成果特等奖，规范筑基、金课赋能、平台练优——地方高校计算机类一流本科专业建设改革与实践，排名第3， 2023年.


12. 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.


13. 广西师范大学第十届教学成果二等奖："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，排名第3， 2021年.


14. 2020年广西师范大学优秀研究生指导教师，2021年.


15. 广西师范大学A类漓江学者，2019年.


16. "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.


17. 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，排名第3，2019年.


18. 2018年广西师范大学毕业生就业创业工作先进个人，2018年.


19. 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, 排名第1, 2016年.


20. 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.


21. 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.


22. 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.


23. 2015年《中国图象图形学报》优秀审稿专家.


24. 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), 排名第1，授予单位：桂林市科学技术协会，2014年.


25. 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.


26. 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.


27. “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.


28. 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.


29. 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.


30. 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，排名第1，授予单位：广西壮族自治区科学技术协会.


31. 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），排名第1，授予单位：广西壮族自治区科学技术协会.


32. 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，排名第1，授予单位：中国电子学会通信学分会，2009年.

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


• 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. Guest editor of Mathematics


4. Publication chair of ICBSP2024


5. Local arrangement chair of NCAA2024


6. Publication chair of ICBSP2023


7. PC chair of IWDW2022


8. Organization chair of ICPCSEE2019


9. Organization chair of CCIR2018


10. Local chair of FAW2015


11. Session chair of ICCCI2010


12. PC member of ADMA2014


13. 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 and video processing


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


• Computer vision


• AI Security

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. L. Chen, X. Q. Zhang*, C. Yu, X. P. Zhang, C. N. Yang, Z. Tang*, GCL-MIH: A generative-based coverless multi-image hiding method, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.48, no.6, pp. 6720–6734, 2026. （SCI+EI）


2. H. Zhang, Y. Chen, X. Liang, X. Q. Zhang, Z. Tang*, SMRFHash: Semantic-guided multi-representation fusion hashing for fine-grained image retrieval, IEEE Transactions on Circuits and Systems for Video Technology, 2026. (SCI+EI)


3. Z. Yu, Z. Tang*, M. Yu, L. Chen, X. Liang, X. Zhang, A novel image hashing with visual and structural feature maps for content authentication, ACM Transactions on Multimedia Computing, Communications, and Applications, 2026.(SCI+EI)


4. H. Nie, Jue Xiao, Zhi Lu, R. Shen, C. Yu, Z. Tang*, Watermarking for Model Ownership Verification: Invisible at Deployment, Activated by Updates, ACM Transactions on Privacy and Security, vol.29, no.3, Article no.32, pp.1-28, 2026. (SCI+EI)


5. C. Yu, X. Q. Zhang*, C. N. Yang, X. P. Zhang, Z. Tang*, Reversible data hiding in shared images using overlapped coefficients in polynomials, IEEE Transactions on Circuits and Systems for Video Technology, vol.36, no.1, pp.521–536, 2026. (SCI+EI)


6. C. Yu, X. Q. Zhang*, G. Li, Peng Liu, X. P. Zhang, Z. Tang*, Reversible data hiding in encrypted images with secret sharing and multivariate linear equation, IEEE Transactions on Dependable and Secure Computing, vol.22, no.6, pp.6767-6780, 2025.（SCI+EI）


7. X. Liang, Z. Tang*, X. Q. Zhang, X. P. Zhang, C. N. Yang, Robust image hashing with weighted saliency map and Laplacian eigenmaps, IEEE Transactions on Information Forensics and Security, vol.20, pp.665–676, 2025. （SCI+EI, CCF-A）


8. Z. Yu, Z. Tang*, X. Liang, H. Zhang, R. Sun, X. Q. Zhang, A novel image hashing with low-rank sparse matrix decomposition and feature distance, The Visual Computer, vol.41, pp.1987–1998, 2025. （SCI+EI, CCF-C）


9. X. Liang, Z. Tang*, X. Q. Zhang, M. Yu, X. P. Zhang, Robust hashing with local tangent space alignment for image copy detection, IEEE Transactions on Dependable and Secure Computing, vol.21, no.4, pp.2448-2460, 2024. （SCI+EI, CCF-A）


10. X. Q. Zhang, F. He, C. Yu*, X. P. Zhang, C. N. Yang, Z. Tang*, Reversible data hiding in encrypted images with asymmetric coding and bit-plane block compression, IEEE Transactions on Multimedia, vol.26, pp.10174–10188, 2024. (SCI+EI )


11. X. Liang, W. Liu, X. Q. Zhang, Z. Tang*, Robust image hashing via CP Decomposition and DCT for copy detection, ACM Transactions on Multimedia Computing Communications and Applications, vol.20, no.7, Article No.201, pp.1–22, 2024. （SCI+EI ）


12. X. Liang, Z. Tang*, Z. Li, M. Yu, H. Zhang, X. Q. 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, 2024.


13. M. Yu, Z. Tang*, H. Zhang, X. Liang, X. Q. Zhang, Video hashing with tensor robust PCA and histogram of optical flow for copy detection, The Computer Journal, vol.67, no.6, pp.2162–2171, 2024.（SCI+EI ）


14. H. Zhang, Z. Tang*, M. Yu, X. Liang, X. Q. Zhang, Robust color image hashing with nonnegative matrix factorization and saliency map for copy detection, IEEE MultiMedia, vol.31, no.3, pp.44-52, 2024. （SCI+EI）


15. Z. Yu, L. Chen, X. Liang, X. Q. Zhang, Z. Tang*, Effective image hashing with deep and moment features for content authentication, IEEE Internet of Things Journal, vol.11, no.24, pp.40191–40203, 2024. （SCI+EI, CCF-C）


16. J. Ma, Y. Chen, L. Chen, Z. Tang*, Dual-attention pyramid transformer network for no-reference image quality assessment, Expert Systems with Applications, vol.257, Article ID. 125008, 2024. （SCI+EI, CCF-C）


17. Z. Tang*, H. Zhuang, M. Yu, L. Chen, X. Liang, X. Q. Zhang, Robust video hashing with canonical polyadic decomposition and Hahn moments, Journal of Electronic Imaging, vol.33, no.4, Article ID.043007, 2024. （SCI+EI）


18. X. Li, C. Qin, Z. Wang*, X. P. Zhang, Z. Tang, A new distance measurement method for perceptual image hashing, IETE Technical Review, 2024.（SCI+EI）


19. M. Yu, Z. Tang*, X. Liang, X. Q. Zhang, X. P. Zhang, Perceptual hashing with deep and texture features, IEEE MultiMedia, vol.31, no. 1, pp. 65–75, 2024.（SCI+EI）


20. Z. Tang*, Y. Chen, Z. Chen, X. Liang, X. Q. 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）


21. M. Yu, Z. Tang*, X. Liang, Z. Yu, C. Yu, X. Q. 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）


22. C. Yu, X. Q. Zhang*, C. Qin, Z. Tang*, Reversible data hiding in encrypted images with secret sharing and hybrid coding, IEEE Transactions on Circuits and Systems for Video Technology, vol.33, no.11, pp.6443-6458, 2023. （SCI+EI ）


23. Z. Tang*, Z. Chen, Z. Li, B. Zhong, X. Q. Zhang, X. P. 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 ）


24. X. Liang, Z. Tang*, Z. Huang, X. Q. Zhang, S. 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)


25. Z. Huang, Z. Tang*, X. Q. Zhang, L. Ruan, X. P. 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)


26. X. Liang, Z. Tang*, J. Wu, Z. Li, X. P. Zhang, Robust image hashing with Isomap and saliency map for copy detection, IEEE Transactions on Multimedia, vol.25, pp. 1085-1097, 2023. (SCI+EI )


27. M. Yu, Z. Tang*, Z. Li, X. Liang, X. Q. Zhang, Robust image hashing with saliency map and sparse model, The Computer Journal, vol.66, no.5, pp. 1241–1255, 2023. (SCI+EI )


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


29. Y. Dong, X. Q. Zhang*, C. Yu*, Z. 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）


30. G. Xie, Z. Tang*, X. Liang, C. Yu, X. Q. 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）


31. G. Li, X. Q. Zhang*, C. Yu*, L. Zhang, Z. Tang, Reversible data hiding with prediction error histogram decomposition and hybrid dimensional histogram modification, Journal of Electronic Imaging, vol.32, no.4, Article ID. 043010, 2023. （SCI+EI）


32. K. Wu, Z. Wang*, X. P. Zhang, Z. Tang, Defending against adversarial examples using perceptual image hashing, Journal of Electronic Imaging, vol.32, no.2, Article ID.023016, 2023. （SCI+EI）


33. X. Q. Zhang, X. Li, Z. Tang*, S. Zhang*, S. 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)


34. M. Yu, Z. Tang*, X. Q. Zhang, B. Zhong, X. P. 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 )


35. C. Yu, X. Q. Zhang*, X. P. Zhang, G. Li, Z. 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 )


36. X. Liang, Z. Tang*, S. Li, C. Yu, X. Q. 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)


37. C. Yu, X. Q. Zhang*, D. Wang, Z. Tang*, Reversible data hiding with pairwise PEE and 2D-PEH decomposition, Signal Processing, vol. 196, Article ID. 108527, 2022. (SCI+EI, CCF-C)


38. Z. Chen, Z. Tang*, X. P. Zhang, R. Sun, X. Q. Zhang, Efficient video hashing based on low-rank frames, IET Image Processing, vol.16, no.2, pp.344-355, 2022. （SCI+EI, CCF-C）


39. C. Yu, X. Q. Zhang*, G. Li, S. Zhan, Z. Tang*, Reversible data hiding with adaptive difference recovery for encrypted images, Information Sciences, vol.584, pp.89-110, 2022.


40. Z. Tang*, M. Yu, H. Yao, H. Zhang, C. Yu, X. Q. Zhang, Robust image hashing with singular values of quaternion SVD, The Computer Journal, vol.64, no.11, pp.1656–1671, 2021. (SCI+EI )


41. Z. Tang*, M. Pang, C. Yu, G. Fan, X. Q. 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）


42. Z. Tang*, S. Zhang, X. Q. Zhang, Z. Li, Z. Chen, C. 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）


43. X. Liang, Z. Tang*, X. Xie, J. Wu, X. Q. Zhang, Robust and fast image hashing with two-dimensional PCA, Multimedia Systems, vol.27, pp.389-401, 2021.（SCI+EI, CCF-C）


44. Z. Tang*, S. Zhang, Z. Chen, X. Q. 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）


45. Y. Dong, X. Q. Zhang*, C. Yu*, Z. 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)


46. Z. Tang*, L. Chen, H. Yao, X. Q. Zhang, C. Yu, Video hashing with DCT and NMF, The Computer Journal,vol.63, no.7, pp.1017-1030, 2020. (SCI+EI )


47. H. Yao, F. Mao, Z. Tang*, C. Qin, High-fidelity dual-image reversible data hiding via prediction-error shift, Signal Processing, vol.170, Article 107447, 2020. (SCI+EI，CCF-C)


48. Z. Tang*, H. Zhang, C. M. Pun, M. Yu, C. Yu, X. Q. 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)


49. Z. Tang*, H. Nie, C. M. Pun, H. Yao, C. Yu, X. Q. Zhang, Color image reversible data hiding with double-layer embedding, IEEE Access, vol.8, pp.6915-6926, 2020. (SCI+EI)


50. Z. Tang*, H. Zhang, S. Lu, H. Yao, X. Q. 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)


51. X. Q. Zhang, J. Yang, Y. Dong, C. Yu*, Z. 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)


52. D. Wang, X. Q. Zhang*, C. Yu*, Z. 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)


53. Z. Tang, L. Chen, X. Q. Zhang, S. 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. Z. Tang*, S. Xu, H. Yao, C. Qin, X. Q. 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. Z. Tang*, S. Xu, D. Ye, J. Wang, X. Q. Zhang, C. 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. Z. Tang*, Y. Yang, S. Xu, C. Yu, X. Q. 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. Z. Tang*, Y. Yu, H. Zhang, M. Yu, C. Yu, X. Q. 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. C. Yu , C. Ye , X. Q. Zhang*, Z. Tang*, S. 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. Z. Tang*, Z. Huang, H. Yao, X. Q. Zhang, L. Chen, C. 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 ）


60. Z. Tang, X. Li, X. Q. Zhang, S. Zhang*, Y. Dai, Image hashing with color vector angle, Neurocomputing, vol.308, pp.147-158, 2018. （SCI+EI, CCF-C）


61. C. Yu, X. Q. Zhang, Z. Tang*, X. 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. C. Yu, X. Q. Zhang, Z. Tang*, Y. Chen, J. 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. Z. Tang*, Q. Lu, H. Lao, C. Yu, X. Q. 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. H. Yao, C. Qin, Z. Tang*, X. P. 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. Z. Tang*,M. Ling, H. Yao, Z. Qian, X. Q. Zhang, J. Zhang, S. Xu, Robust Image Hashing via Random Gabor Filtering and DWT, Computers, Materials & Continua, vol.55, no.2, pp.331-344, 2018. （SCI+EI）


66. Z. Tang*, Z. Huang, X. Q. Zhang, H. Lao, Robust image hashing with multidimensional scaling, Signal Processing, vol.137, pp.240–250, 2017.（SCI+EI, CCF-C）


67. Z. Tang*, F. Wang, X. Q. 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. Z. Tang*, X. Li, J. Song, M. Wei, X. Q. Zhang, Colour space selection in image hashing: An Experimental Study, IETE Technical Review, vol.34, no.4, pp.440-447, 2017.（SCI+EI）


69. Z. Tang, X. Q. Zhang, X. Li, S. 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）


70. Z. Tang*, H. Lao, X. Q. Zhang, K. Liu, Robust image hashing via DCT and LLE, Computers & Security , vol.62, pp.133-148, 2016.（SCI+EI ）


71. Z. Tang*, L. Huang, X. Q. Zhang, H. 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）


72. Z. Tang*, J. Song, X. Q. Zhang, R. Sun, Multiple-image encryption with bit-plane decomposition and chaotic maps, Optics and Lasers in Engineering, vol.80, pp.1-11, 2016.(SCI+EI)


73. Z. Tang*, L. Ruan, C. Qin, X. Q. Zhang, C. Yu, Robust image hashing with embedding vector variance of LLE, Digital Signal Processing, vol.43, pp.17-27, 2015.（SCI+EI）


74. Z. Tang*, X. Q. Zhang, W. 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）


75. Z. Tang, X. Q. Zhang, S. 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）


76. Z. Tang*, Y. Dai, X. Q. Zhang, L. Huang, F. 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）


77. Z. Tang, X. Q. Zhang*, C. Yu, D. 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）


78. Z. Tang*, X. Q. Zhang, L. Huang, Y. Dai, Robust image hashing using ring-based entropies, Signal Processing, vol.93, no.7, pp.2061-2069, 2013.（SCI+EI, CCF-C）


79. Z. Tang*, F. Yang, L. Huang, X. Q. 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）


80. Z. Tang*, X. Q. Zhang, X. Dai, J. Yang, T. 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）


81. Z. Tang*, X. Q. Zhang, Y. Dai, W. Lan, Perceptual image hashing using local entropies and DWT, Imaging Science Journal, vol.61, no.2, pp.241-251, 2013.（SCI+EI）


82. X. Q. Zhang, T. Liang, Z. Tang*, X. Dai, Restoration of embedded image from corrupted stego image, Signal Processing, vol.92, no.7, pp.1691-1698,2012.（SCI+EI, CCF-C）


83. Z. Tang*, Y. Dai, X. Q. Zhang, Perceptual hashing for color images using invariant moments, Applied Mathematics & Information Sciences, vol.6, no.2S, pp.643S-650S,2012. （SCI）


84. Z. Tang, S. Wang*, X. P. Zhang, W. 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）


85. Z. Tang, S. Wang*, X. P. Zhang, W. Wei, Y. 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）


86. X. Q. Zhang, Z. Tang*, J. Yu, M. Guo, L. Jiang, Convex hull properties and algorithms, Applied Mathematics and Computation, vol.216, no.11, pp.3209-3218, 2010.（SCI+EI）


87. D. Wang, X. Q. Zhang*, C. Yu*, Z. 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)


88. X. Q. Zhang*, Z. Sun, Z. Tang, C. Yu, X. 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）


89. X. Q. Zhang*, F. Ding, Z. Tang, C. 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. Z. Tang, S. Wang*, X. P. Zhang, W. 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. Z. Yu, X. Liang, Z. Tang*, Video hashing with robust secondary frames and local tangent space alignment for copy detection, In: Proceedings of the 16th International Conference on Multimedia Retrieval (ICMR 2026), pp.425-429, June 16–19, 2026. (CCF-B, EI)


2. S. Hu, L. Yang, X. Liang, Z. Tang*, Self-supervised video hashing with consistent short-term and long-range temporal modeling, In: Proceedings of the 16th International Conference on Multimedia Retrieval (ICMR 2026), pp.1706-1710, June 16–19, 2026. (CCF-B, EI)


3. K. Wu, Y. Chen, C. Wu, P. Huang, Z. Tang*, Structure-guided graph refinement network for facial aesthetic assessment, In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.12297-12301, 2026. (CCF-B, EI)


4. L. Yang, N. Li, Y. Chen, Z. Tang*, Video Hashing via Transformer and KAN for Retrieval, In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 9227-9231, 2026. (CCF-B, EI)


5. X. Liang, H. Pan, H. Yang, Y. Chen, Z. Tang*, A no-reference screen content image quality assessment method based on regional distortion perception, In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 10542-10546, 2026. (CCF-B, EI)


6. L. Yang, N. Li, X. Liang, L. Chen, Z. Tang*, Video hashing via a Mamba-Transformer network for retrieval, In: Proceedings of the 32nd International Conference on Multimedia Modeling (MMM 2026), Lecture Notes in Computer Science, vol.16413, pp.104-108, 2026. (CCF-C, EI)


7. Q. Yu, Y. Chen, J. Ma, Z. Tang*, No-reference image quality assessment via attention-based feature enhancement and feature interaction, In: Proceedings of the 32nd International Conference on Multimedia Modeling (MMM 2026), Lecture Notes in Computer Science, vol.16412, pp.622–633, 2026. (CCF-C, EI)


8. L. Du, X. Liang, L. Yang, Z. Tang*, Structure-preserving video hashing via self-supervised transformer for retrieval, In:Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), 2025. (CCF-B, EI)


9. H. Zhang, Y. Chen, X. Liang, L. Chen, Z. Tang*, HGNet: Hash generation network guided by high frequency information for fine-grained image retrieval, In:Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), 2025. (CCF-B, EI)


10. H. Tang, Y. Chen, X. Liang, L. Chen, P. Huang, Z. Tang*, Artistic image aesthetics assessment assisted by photographic visual attributes, In:Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), 2025. (CCF-B, EI)


11. J. Ma, Y. Chen, P. Huang, Z. Tang*, Attention-enhanced feature fusion network for no-reference image quality assessment, In:Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), 2025. (CCF-B, EI)


12. H. Tang, Y. Chen, H. Zhang, L. Chen, R. Sun, Z. Tang*, Integrating subjective and objective features for image aesthetics assessment, In: Proceedings of the 2024 International Joint Conference on Neural Networks (IJCNN 2024), 2024.(CCF-C, EI)


13. Y. Chen, X. Liang, M. Yu, Z. Tang*, Unifying pictorial and textual features for screen content image quality evaluation, In: Proceedings of the 14th International Conference on Multimedia Retrieval (ICMR 2024), pp.1099–1103, June 10–14, 2024.(CCF-B, EI)


14. M. Yu, Z. Tang*, H. Zhuang, X. Liang, Z. Li, X. Q. Zhang, Robust video hashing with non-negative tensor factorization for copy detection, In: Proceedings of the 14th International Conference on Multimedia Retrieval (ICMR 2024), pp.1094–1098, June 10–14, 2024, (CCF-B, EI)


15. Y. Chen, Z. Chen, M. Yu, Z. Tang*, Dual-feature aggregation network for no-reference image quality assessment, In: Proceedings of the 29th International Conference on MultiMedia Modeling (MMM2023), Lecture Notes in Computer Science (LNCS) , vol. 13833, pp. 149–161, 2023. (CCF-C, EI)


16. P. Feng, H. Zhang, Y. Sun, Z. 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), Lecture Notes in Computer Science (LNCS) , vol.13834, pp.423–434, 2023. (CCF-C, EI)


17. Y. Sun, G. Xie, G. Fan, C. Yu, Z. 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)


18. Z. Chen, Y. Chen, X. Liang, Z. 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)


19. Z. Tang, J. Yu X. Q. Zhang, S. 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）


20. Z. Tang, Y. Dai, X. Q. Zhang, S. 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）


21. X. Q. Zhang, Z. Tang, T. Liang, S. Zhang, Y. Zhu, Y. 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）


22. Z. Tang, X. Q. Zhang, L. Huang, Design and implementation of reusable components using PowerBuilder, Procedia Engineering, vol.29, pp.584-588, 2012.（EI）


23. Z. Tang, S. Wang, X. P. Zhang, W. 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）

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)