Source camera identification for re-compressed images: A model perspective based on tri-transfer learning

被引：0
|
作者：
Zhang, Guowen [1 ]
Wang, Bo [1 ]
Wei, Fei [2 ]
Shi, Kaize [1 ]
Wang, Yue [1 ]
Sui, Xue [3 ]
Zhu, Meineng [4 ]
机构：
[1] School of Information and Communication Engineering, Dalian University of Technology, China
[2] Department of Electrical Engineering, The State University of New York at Buffalo, Buffalo,NY,14260-2500, United States
[3] Liaoning Normal University, Dalian, Liaoning,116029, China
[4] Beijing Institute of Electronics Technology and Application, Beijing,100091, China
来源：
Computers and Security | 2021年 / 100卷
基金：
中国国家自然科学基金;
关键词：
47;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Domain Adaptive Person Re-identification Model Based on Camera Perception
    Yang, Zhangjing
    Wu, Shuli
    Huang, Pu
    Yang, Guowei
    Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2024, 37 (05): : 383 - 397
  • [22] PROTOTYPE-BASED INTER-CAMERA LEARNING FOR PERSON RE-IDENTIFICATION
    Wang, Lin
    Zhang, Wanqian
    Wu, Dayan
    Hong, Pingting
    Li, Bo
    2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 4778 - 4782
  • [23] PCEP: Few-Shot Model-Based Source Camera Identification
    Wang, Bo
    Yu, Fei
    Ma, Yanyan
    Zhao, Haining
    Hou, Jiayao
    Zheng, Weiming
    MATHEMATICS, 2023, 11 (04)
  • [24] Alcoholism Identification Based on an AlexNet Transfer Learning Model
    Wang, Shui-Hua
    Xie, Shipeng
    Chen, Xianqing
    Guttery, David S.
    Tang, Chaosheng
    Sun, Junding
    Zhang, Yu-Dong
    FRONTIERS IN PSYCHIATRY, 2019, 10
  • [25] Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone
    Akbari, Younes
    Al Maadeed, Somaya
    Elharrouss, Omar
    Ottakath, Najmath
    Khelifi, Fouad
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 238
  • [26] Multipole transfer matrix model-based sparse Bayesian learning approach for sound source identification
    Pan, Wei
    Wei, Long
    Feng, Daofang
    Shi, Youtai
    Chen, Yan
    Li, Min
    APPLIED ACOUSTICS, 2024, 221
  • [27] Camera Proxy based Contrastive Learning with Hard Sampling for Unsupervised Person Re-identification
    Liu, Yimin
    Qi, Meibin
    Wu, Qiang
    Yang, Yanfang
    Li, Xiaohong
    Zhang, Jian
    2023 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, ICME, 2023, : 2423 - 2428
  • [28] A transfer learning-based approach to maritime warships re-identification
    Zeng, Guangmiao
    Wang, Rongjie
    Yu, Wanneng
    Lin, Anhui
    Li, Huihui
    Shang, Yifan
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 125
  • [29] Deep Learning Based Counter Forensic Image Classification for Camera Model Identification
    Sameer, Venkata Udaya
    Naskar, Ruchira
    Musthyala, Nikhita
    Kokkalla, Kalyan
    DIGITAL FORENSICS AND WATERMARKING, 2017, 10431 : 52 - 64
  • [30] Wood identification based on macroscopic images using deep and transfer learning approaches
    Ergun, Halime
    PEERJ, 2024, 12
12345