A Robust Approach for Crop Misalignment Estimation in Single and Double JPEG Compressed Images

被引:0
|
作者
Puglisi, Giovanni [1 ]
Battiato, Sebastiano [2 ]
机构
[1] Univ Cagliari, Cagliari, Italy
[2] Univ Catania, Catania, Italy
关键词
Multimedia Forensics; Non-aligned Double JPEG Compression; Misalignment Estimation; QUANTIZATION MATRIX ESTIMATION;
D O I
10.1007/978-3-031-51023-6_27
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In forensics investigation, information about the crop performed after a JPEG compression can be useful exploited to reconstruct the manipulation history of the analyzed images and localize forgeries. Statistics computed from AC histograms, obtained performing an additional JPEG compression with a set of constant quantization matrices, are exploited to design a robust and effective algorithm to retrieve information about the employed crop. Finally, the effectiveness of the proposed solution has been demonstrated through a series of tests conducted considering different patch sizes, quantization matrices, and comparisons with a state-of-the-art solution in single and double JPEG compression scenario.
引用
收藏
页码:318 / 329
页数:12
相关论文
共 50 条
  • [1] A Novel Technique for Misalignment Parameter Estimation in Double Compressed JPEG Images
    Dalmia, Nandita
    Okade, Manish
    [J]. 2016 30TH ANNIVERSARY OF VISUAL COMMUNICATION AND IMAGE PROCESSING (VCIP), 2016,
  • [2] Robust Estimation of Upscaling Factor on Double JPEG Compressed Images
    Lu, Wei
    Zhang, Qin
    Luo, Shangjun
    Zhou, Yicong
    Huang, Jiwu
    Shi, Yun-Qing
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (10) : 10814 - 10826
  • [3] Exploiting AC Histogram Statistics for Misalignment Estimation in Double JPEG Compressed Images
    Battiato, Sebastiano
    Guarnera, Francesco
    Puglisi, Giovanni
    [J]. IEEE ACCESS, 2024, 12 : 64622 - 64632
  • [4] A ROBUST MISALIGNMENT ESTIMATION APPROACH IN NON-ALIGNED DOUBLE JPEG COMPRESSION SCENARIO
    Puglisi, Giovanni
    Battiato, Sebastiano
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2022, : 3096 - 3100
  • [5] Upscaling factor estimation on double JPEG compressed images
    Liu, Xianjin
    Lu, Wei
    Xue, Yingjie
    Yeung, Yuileong
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (19-20) : 12891 - 12914
  • [6] Upscaling factor estimation on double JPEG compressed images
    Xianjin Liu
    Wei Lu
    Yingjie Xue
    Yuileong Yeung
    [J]. Multimedia Tools and Applications, 2020, 79 : 12891 - 12914
  • [7] Robust Image Identification for Double-Compressed JPEG Images
    Iida, Kenta
    Kiya, Hitoshi
    [J]. 2018 12TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS (COMM), 2018, : 143 - 146
  • [8] ROBUST IMAGE IDENTIFICATION FOR DOUBLE-COMPRESSED AND RESIZED JPEG IMAGES
    Iida, Kenta
    Kiya, Hitoshi
    [J]. 2018 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2018, : 1968 - 1974
  • [9] First Quantization Matrix Estimation From Double Compressed JPEG Images
    Galvan, Fausto
    Puglisi, Giovanni
    Bruna, Arcangelo Ranieri
    Battiato, Sebastiano
    [J]. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2014, 9 (08) : 1299 - 1310
  • [10] PRIMARY QUALITY FACTOR ESTIMATION OF RESIZED DOUBLE COMPRESSED JPEG IMAGES
    Niu, Yakun
    Li, Xiaolong
    Zhao, Yao
    Ni, Rongrong
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2020, : 583 - 587