广西师范大学信息隐藏研究课题组

Data Hiding Research at Guangxi Normal University

Professor Dr. Zhenjun Tang (唐振军)  (ResearchGate   ORCID   Semantic Scholar   Google scholar)

Email: tangzj230@163.com, zjtang@gxnu.edu.cn
研究项目   |   期刊论文   |  会议论文  |  发明专利  |  软件著作权

主要研究人员(Researchers)

研究项目(Research Projects)

  1. JPEG分存图像可逆信息隐藏研究，国家自然科学基金项目，2026-2029， 项目负责人：俞春强.

  2. 基于区域划分和特征编码的大容量加密图像可逆信息隐藏研究，国家自然科学基金项目，2025-2028， 项目负责人：张显全.

  3. 大容量图像可逆信息隐藏理论与方法研究，国家自然科学基金项目, 2022-2025, 项目负责人：俞春强.

  4. 基于凸壳和智能算法的隐藏图像恢复研究, 国家自然科学基金项目, 2021-2024, 项目负责人：张显全.

  5. 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, 项目负责人：张显全.

  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, 项目负责人：唐振军.

  7. 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, 项目负责人：唐振军.

期刊论文(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, CCF-A类期刊）

  2. X. M. Zhang, X. Q. Zhang, C. Yu, J. Yang, W. He, Z. Tang, High-Capacity Reversible Data Hiding in Encrypted Images via Robust Regression and Deep-Feature-Guided Prediction Error Encoding, IEEE Transactions on Consumer Electronics, vol.72, no.2, pp.3403-3417, 2026. （SCI二区+EI）

  3. 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, 2026. （SCI+EI, CCF-C类期刊）

  4. 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, 2025. （SCI+EI, CCF-B）

  5. C. Yu, X. Q. Zhang*, G. Li, P. 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, 2025.（SCI+EI, CCF-A类期刊）

  6. J. Yang, X. Q. Zhang*, C. Yu, G. Li, Z. Tang*, Combined label matrix with the conditional generative adversarial network for secret image restoration, Alexandria Engineering Journal, pp.811-825, 2025.（SCI二区）

  7. X. M. Zhang, X. Q. Zhang*, C. Yu, G. Li, Z. Tang*, Reversible data hiding in encrypted images using prediction error modification and basic block compression, Signal Processing, vol.231, 2025. （SCI二区）

  8. 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）

  9. J. Yang, X. Q. Zhang*, C. Yu, G. Li, Z. Tang*, Secret image restoration with high-bit correction and symbiotic organisms search, Expert Systems with Applications, vol.259, 2025. （SCI+EI, CCF-C类期刊）

  10. J. Yang, X. Q. Zhang*, C. Yu, X. M. Zhang, G. Li, Z. Tang*, Secret image restoration with interpolation and social network search, Neurocomputing, vol.611, 2025. （SCI+EI, CCF-C类期刊）

  11. L. Chen, X. Q. Zhang*, C. Yu, Z. Tang*, Image Hiding Based on Compressive Autoencoders and Normalizing Flow, IEEE Signal Processing Letters, vol.31, pp.2810-2814, 2024. （SCI+EI, CCF-C类期刊）

  12. 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, CCF-B)

  13. 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, CCF-B类期刊）

  14. 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）

  15. 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）

  16. 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类期刊）

  17. 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, CCF-B类期刊）

  18. 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, CCF-B类期刊）

  19. 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）

  20. H. Yao, F. Mao, C. Qin*, Z. Tang, Dual-JPEG-image reversible data hiding, Information Sciences, vol.563, pp.130-149, 2021. (SCI一区+EI，CCF-B类期刊)

  21. 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）

  22. Y. Dong, X. Q. Zhang*, C. Yu*, Z. Tang, G. 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)

  23. 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)

  24. H. Yao, H. Wei, C. Qin*, Z. 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)

  25. Z. Tang*, H. Nie, C. 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)

  26. R. Zhu, X. P. Zhang*, M. Shi, Z. Tang, Secure neural network watermarking protocol against forging attack, EURASIP Journal on Image and Video Processing, vol.2020, Article number: 37, 2020.(SCI+EI)

  27. 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.

  28. 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.

  29. 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)

  30. 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)

  31. 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)

  32. 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)

  33. Y. Fu, P. Kong, H. Yao, Z. Tang, C. Qin*, Effective reversible data hiding in encrypted image with adaptive encoding strategy, Information Sciences, vol.494, pp.21-36, 2019. (SCI+EI，CCF-B类期刊)

  34. H. Yao, X. Liu, Z. Tang, C. Qin*, Y. 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)

  35. F. Cao*, B. An*, H. Yao, Z. 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)

  36. 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)

  37. 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, 13 pages, 2018. (SCI+EI，CCF-C类期刊)

  38. H. Yao, X. Liu, Z. Tang, Y. Hu, C. 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)

  39. 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)

  40. 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)

  41. 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)

  42. H. Yao*, C. Qin, Z. Tang, Y. 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)

  43. H. Yao*, C. Qin, Z. Tang, Y. 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)

  44. Y. Chen, C. Yu*, X. Wang, X. Q. Zhang, Z. Tang, A reversible high capacity information hiding method based on predicted difference, ICIC Express Letters, Part B: Applications, vol.6, no.6, pp. 1493-1498, 2015. (EI)

  45. X. Q. Zhang, C. Yu, X. Wang, F. Ding, Z. Tang, A reversible data hiding scheme for JPEG images, ICIC Express Letters, vol.7, no.9, pp. 2575–2580, 2013. (EI)

  46. 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类期刊)

  47. 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,)

  48. 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)

  49. 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)

  50. 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)

  51. 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)

  52. 杨烨,孙容海*,施林甫,唐振军，面向大文件的多载体图像信息隐藏方法,信息技术,2018,42(5):52-54.


会议论文(Conference Papers)

  1. 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)

  2. Z. Yang, Z. Wang*, X. P. Zhang, Z. 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)

  3. W. Zhang, Q. Zhou, Z. Tang, H. Yao, C. 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.

  4. F. Cao, Y. Zhang, B. An, H. Yao, Z. 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), Lecture Notes in Computer Science (LNCS), vol.11066, pp. 231–241, 2018.

  5. P. Ji, C. Qin, Z. 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.

  6. 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 8th International Conference on Active Media Technology (AMT 2012), December 4-7, 2012, Macau SAR, China, Lecture Notes in Computer Science, vol.7669, pp. 247256, 2012.

发明专利(Chinese Patents)

  1. 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: 2019.3.8.

  2. 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:ZL 201310484360.9,申请日:2013.10.16,授权日：2015.11.4

  3. 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:ZL 201310532008.8,申请日:2013.11.03, 授权日:2016.9.21.

  4. 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:ZL 201510866003.8,申请日:2015.12.01, 授权日:2018.3.20.

  5. 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: ZL201710892764.X,申请日:2017.9.27, 授权日:2019.2.12.

  6. 张显全,何弦,俞春强,唐振军,基于像素分类的隐藏图像恢复方法,专利号:ZL 201610357521.1,申请日:2016.5.26,授权日:2018.12.21.

  7. 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.

  8. 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.

  9. 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,申请日:2018.06.20，申请号:201810638543.4.

  10. 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,申请日:2018.10.16,申请号：201811200723.0.

  11. 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,申请日:2018.10.25,申请号:201811243311.5.

软件著作权(Computer Software)

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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, 证书号: 软著登字第3714886号, 时间:2019.4.1.

  8. 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, 证书号:软著登字第2119122号,时间:2017.9.20.

  9. 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,证书号:软著登字第1999721号,时间:2017.8.1.

  10. 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, 证书号:软著登字第1842499号,时间:2017.6.12.

  11. 唐振军,张显全.高效图像信息隐藏系统,登记号:2014SR044253, 证书号:软著登字第0713497号, 时间: 2014.4.16.

  12. 唐振军.含水印保护的产品展示通用系统,登记号:2008SR08704,证书号:软著登字第095883号,时间:2008.5.8.


Last update: 20-Jul-2026

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