IMPROVED DCT COEFFICIENT ANALYSIS FOR FORGERY LOCALIZATION IN JPEG IMAGES

被引:0
|
作者
Bianchi, Tiziano [1 ]
De Rosa, Alessia [1 ]
Piva, Alessandro [1 ]
机构
[1] Univ Florence, Dip Elettron & Telecomunicaz, I-50139 Florence, Italy
关键词
multimedia forensics; JPEG artifacts; Bayesian inference; forgery localization;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
In this paper, we propose a statistical test to discriminate between original and forged regions in JPEG images, under the hypothesis that the former are doubly compressed while the latter are singly compressed. New probability models for the DCT coefficients of singly and doubly compressed regions are proposed, together with a reliable method for estimating the primary quantization factor in the case of double compression. Based on such models, the probability for each DCT block to be forged is derived. Experimental results demonstrate a better discriminating behavior with respect to previously proposed methods.
引用
收藏
页码:2444 / 2447
页数:4
相关论文
共 50 条
  • [21] Quantized DCT Coefficient Category Address Encryption for JPEG Image
    Li, Shanshan
    Zhang, Yuanyuan
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2016, 10 (04): : 1790 - 1806
  • [22] Forgery detection using polynomial fitting in recompressed JPEG images
    Xiuli Chai
    Yong Tan
    Zhihua Gan
    Yakun Niu
    Jinwei Wang
    Signal, Image and Video Processing, 2024, 18 : 2439 - 2451
  • [23] Forgery detection using polynomial fitting in recompressed JPEG images
    Chai, Xiuli
    Tan, Yong
    Gan, Zhihua
    Niu, Yakun
    Wang, Jinwei
    SIGNAL IMAGE AND VIDEO PROCESSING, 2024, 18 (03) : 2439 - 2451
  • [24] Exposing Inpainting Forgery in JPEG Images under Recompression Attacks
    Liu, Qingzhong
    Sung, Andrew H.
    Zhou, Bing
    Qiao, Mengyu
    2016 15TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2016), 2016, : 164 - 169
  • [25] Detection and localization of forgery using statistics of DCT and Fourier components
    Dua, Shilpa
    Singh, Jyotsna
    Parthasarathy, Harish
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2020, 82
  • [26] Improved reversible data hiding in JPEG images based on new coefficient selection strategy
    Wedaj, Fisseha Teju
    Kim, Suah
    Kim, Hyoung Joong
    Huang, Fangjun
    EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2017,
  • [27] Improved reversible data hiding in JPEG images based on new coefficient selection strategy
    Fisseha Teju Wedaj
    Suah Kim
    Hyoung Joong Kim
    Fangjun Huang
    EURASIP Journal on Image and Video Processing, 2017
  • [28] Improved Approaches with Calibrated Neighboring Joint Density to Steganalysis and Seam-Carved Forgery Detection in JPEG Images
    Liu, Qingzhong
    Chen, Zhongxue
    ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2015, 5 (04)
  • [29] Integer DCT Convergence for JPEG-75 Forensics for Images
    Fahmy, Gamal
    JOURNAL OF INFORMATION ASSURANCE AND SECURITY, 2015, 10 (02): : 80 - 88
  • [30] Detection method for JPEG image based on the difference of DCT coefficient histograms
    Wang, Hao-Ming
    Yang, Xiao-Yuan
    Yang, X.-Y. (xyyangwj@126.com), 1600, Sichuan University (46): : 41 - 46