陈意
发布时间: 2023-03-13 | 查看数:3843
个人基本情况介绍:
陈意,校聘副教授,博士,硕导;长期从事多媒体安全和人工智能安全的科学研究工作,具体涉及信息隐藏、数字水印、隐写、隐写分析、可逆信息隐藏、加密等技术,研究对象包括灰度图像、彩色图像、压缩图像、二值图像、半色调图像、调色板图像、数字视频、语音以及深度学习模型等。发表SCI/EI学术论文40余篇,以第一作者身份或通信作者身份在包括网络安全旗舰期刊IEEE TDSC的多个国际期刊、国际会议发表学术论文20余篇,申请国家发明专利4项,受邀担任50余个国际期刊的审稿人,是IEEE协会会员、CCF计算机协会会员和中国图像图形学会(CSIG)会员。是广东工业大学学报(自然科学版)和青岛大学学报青年编委,主持和参与多个国家级或省部级项目。指导本科生或研究生参与竞赛,并获国家级或省级奖40余项。
长期招收硕士研究生,欢迎有志攻读研究生学位的同学报考,报考前请邮件联系。
电子邮箱:yichen.research@gmail.com
cheny@gzu.edu.cn
招生要求:1. 自律,主动学习
2. 具有良好的编程能力
3. 具有良好的写作能力(中英文至少一种)
研究方向为多媒体安全和人工智能安全,包括(不限于):
1. 信息隐藏
2. 数字水印
3. 隐写/隐写分析
4. 可逆信息隐藏
5. 伪造取证
6. 生成式内容取证
7. 视频分析
主持科研项目:
国家自然科学基金项目,基于失真一致性度量的多域视频非加性隐写研究,62562015, 2025.01.01—2029.12.31,主持
贵州省基础研究计划(自然科学)一般项目,基于失真漂移的运动矢量域视频隐写研究,黔科合基础-ZK[2023]一般079,2024.04.01—2027.3.31,主持
贵州大学国家自然科学基金培育项目,运动矢量域安全视频隐写技术研究,贵大培育[2023]24,2024.01.01—2026.12.31,主持
贵州大学引进人才项目,安全视频隐写关键问题研究,贵大人基合字(2022) 41,2023.01.01—2025.12.31,主持
国家自然科学基金项目,基于因果的SDN交换机信息嗅探攻击多层次防御方法研究,62462010,2025.01.01—2028.12.31,参与
贵州省学科帮扶项目,时序大模型构建及授权保护关键技术研究,黔科合人才XKBF[2025]016,2025.07.01-2028.06.30,参与
贵州省科技厅重大专项项目,可信大模型轻量化及边云协同推理技术,黔科合重大专项字[2024]003-3,2024.03.31—2027.03.31,参与
工作/教育经历:
2022年8月至今:贵州大学,计算机科学与技术学院,校聘副教授
2019年9月至2021年9月,新西兰奥克兰大学,电子计算机软件工程系,访问学者
2017年9月至2022年6月,西南交通大学,信息科学与技术学院,博士生
2015年9月至2017年6月,西南交通大学,信息科学与技术学院,硕士生(硕博连读)
2011年9月至2015年6月,西南交通大学,信息科学与技术学院,本科生
部分论文与专利:
Wei Yang, Yong Liu, Yi Chen*, Yunhe Cui, Chun Guo, Guowei Shen, Hanzhou Wu. HSMNet: A multi-resolution grayscale image steganalysis method based on bybrid dilated convolution and self-attention multi-channel network. Information Sciences, vol. 728, pp. 122824, 2026. (CCF B, SCI)
Jianmu Wang, Guowei Shen, Yi Chen*, et al. E2DE: An Edge Frequency Domain Coefficient Prediction-Based Fast Video Dual-Watermarking Scheme for Eliminating Edge-Discontinuity Effects. Signal Processing, vol. 248, pp. 110699, 2026. (CCF C, SCI)
Jianmu Wang, Yi Chen*, Deyang Wu, et al. Synchronization-Enhanced Dual-Watermarking for Video via Adaptive Dual-Tree Complex Wavelet Transform and Zernike Moments. Circuits, Systems, and Signal Processing, DOI: 10.1007/s00034-026-03676-2, 2026. (SCI)
Xingping, Rui Zhang, Yi Chen*, Yingnan Zhang, Chun Guo, Yunhe Cui, Guowei Shen. OMDA: An open GOP-oriented multi-level distortion analysis-based adaptive video steganography method in the PU partition mode domain. Journal of King Saud University Computer and Information Sciences, 2026, DOI: 10.1007/s44443-026-01102-2.
Ziye Liu, Jie Xia, Yi Chen*, Chaohui Jiang, Yingnan Zhang, Chun Guo, Yunhe Cui, Guowei Shen. LOM: A Local Optimality Maintenance-Based Adaptive HEVC Video Steganography Method in Motion Vector Domain. Journal of Information Security and Applications. Accepted on 16 Aug. 2026.
Yi Chen, Zoran Salcic, Hongxia Wang, Kim-Kwang Raymond Choo, Xuyun Zhang. NACA: A Joint Distortion-Based Non-Additive Cost Assignment Method for Video Steganography. IEEE Transactions on Dependable and Secure Computing, 2023, 20(3): 2360-2374. (CCF A,SCI)
Yi Chen, Hongxia Wang, Kim-Kwang Raymond Choo, Peisong He, Zoran Salcic, Dali Kaafar, Xuyun Zhang. DDCA: A Distortion Drift-Based Cost Assignment for Adaptive Video Steganography in the Transform Domain. IEEE Transactions on Dependable and Secure Computing, 2022, 19(4): 2405-2420. (CCF A,SCI)
Yi Chen*, Hongxia Wang, Yunhe Cui, Guowei Shen, Chun Guo, Yong Liu, Hanzhou Wu. A multi-level additive distortion method for security improvement in palette image steganography. Journal of Visual Communication and Image Representation, vol. 110, pp. 104463, 2025. (CCF C,SCI)
Nana Yang, Yi Chen*, Hongxia Wang, Guowei Shen, Chun Guo, Yunhe Cui, Yong Liu, Hanzhou Wu. End-to-end robust and transparent image watermarking method for screen-shooting scenarios. Journal of Electronic Imaging, vol. 34, no. 2, pp. 023059, 2025. (SCI)
Jianxuan Deng, Yi Chen*, Hongxia Wang, Chun Guo, Yunhe Cui, Guowei Shen. A Clustering-Based Color Reordering Method for Reversible Data Hiding in Palette Images. IET Image Processing, 2025, DOI: 10.1049/ipr2.70058. (CCF C,SCI)
Haiqun Liu, Yi Chen*, Guowei Shen, Chun Guo, Yunhe Cui. Robust Image Watermarking Based on Hybrid Transform and Position-Adaptive Selection, Circuits, Systems, and Signal Processing, 2024, 44: 2802-2829. (SCI)
Yi Chen, Hongxia Wang, Xuyun Zhang. Reversible Data Hiding Based on Run-Level Coding in H.264/AVC Video Streams. Computers, Materials and Continua, 2020, 63(3): 911-922.(SCI)
Yi Chen, Hongxia Wang, Xiaoxu Tang, Yong Liu, Hanzhou Wu, Yanli Chen. A Novel Two-Dimensional Reversible Data Hiding Method with High Embedding Capacity in H.264/AVC. International Journal of Distributed Sensor Networks, 2020, 16(3): 1550147720911001. (SCI)
Yi Chen, Hongxia Wang, Hanzhou Wu, Yong Liu. Reversible Video Data Hiding Using Zero QDCT Coefficient-Pairs. Multimedia Tools and Applications, 2019, 78(16): 23098-23115. (CCF C,SCI)
Yi Chen, Hongxia Wang, Hanzhou Wu, Yong Liu. An Adaptive Data Hiding Algorithm with Low Bitrate Growth for H.264/AVC Stream. Multimedia Tools and Applications, 2018, 77(15): 20157-20175. (CCF C,SCI)
Yi Chen, Hongxia Wang, Hanzhou Wu, Yanli Chen, Yong Liu. A Data Hiding Scheme with High Quality for H.264/AVC Video Streams. International Conference on Could Computing and Security (ICCC 2018), Haikou, China, 2018. (EI)
Ben He, Yi Chen, et al. A novel two-dimensional reversible data hiding scheme based on high-efficiency histogram shifting for JPEG images. International Journal of Distributed Sensor Networks, vol. 18, no. 3, pp. 15501329221084226, 2022.
Shiyi Chen, Yi Chen, Yanli Chen, Limengnan Zhou, Hanzhou Wu, Robust Video Watermarking Using Normalized Zernike Moments. International Conference on Artificial Intelligence and Security, Qinghai, China, 2022. (EI)
陈意,王兴平,申国伟,等.一种基于多层失真分析的预测单元划分模式域自适应视频隐写方法.受理号:2026108756749.
陈意,杨伟,吕晓丹,等.一种面向真实场景约束的跨域泛化图像隐写分析方法. 受理号:2026109259974.
陈意,刘子夜,闻立杰,等. 基于局部最优性的非加性视频隐写方法、装置及设备. 受理号:202611131306X.
陈意,罗俊显,吕晓丹,等. 基于样本触发的模型黑盒水印版权保护方法、装置及设备.受理号:2026112312187
王宏霞,陈意.一种基于失真漂移的视频隐写算法,专利号:ZL202011453571.2,已授权.
王宏霞,陈意.一种基于零量化DCT系数组的视频可逆信息隐藏算法,专利号:ZL201810580580.4,已授权.
受邀担任审稿人的部分国际期刊:
Applied Intelligence
Applied Soft Computing
Circuits, Systems, and Signal Processing
Computational Intelligence
Computer Modeling in Engineering and Sciences
Computer Standards & Interfaces
Computer Vision and Image Understanding
Computers and Electrical Engineering
Frontiers of Computer Science
IEEE Access
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IEEE Internet of Things Journal
IEEE Signal Processing Letters
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Dependable and Secure Computing
IEEE Transactions on Multimedia
IEEE Transactions on Network and Service Management
IEEE Transactions on Information Forensics and Security
IET Image Processing
Information Processing and Management
Information Sciences
International Journal of Network Management
Journal of Electronic Imaging
Journal of Information Security and Applications
Journal of King Saud University Computer and Information Sciences
Journal of Supercomputing
Journal of Visual Communication and Image Representation
Knowledge-Based Systems
Measurement
Optics and Laser Technology
Pattern Recognition
Pattern Recognition Letters
Scientia Iranica
Scientific Reports
Security and Communication Networks
Signal Image and Video Processing
Signal Processing
Signal Processing: Image Communication
SN Applied Sciences
The Journal of Supercomputing