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CNN-based first quantization estimation of double compressed JPEG images

  • Published:2022-11 Issue: Volume:89 Page:103635
  • ISSN:1047-3203
  • Container-title:Journal of Visual Communication and Image Representation
  • language:en
  • Short-container-title:Journal of Visual Communication and Image Representation

Author:

Battiato SebastianoORCID,Giudice OliverORCID,Guarnera FrancescoORCID,Puglisi Giovanni

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Media Technology,Signal Processing

Reference39 articles.

1. Digital Image Ballistics from JPEG Quantization: A Followup Study;Farid,2008

2. Identification of bitmap compression history: JPEG detection and quantizer estimation;Fan;IEEE Trans. Image Process.,2003

3. A classification engine for image ballistics of social data;Giudice,2017

4. An overview on image forensics;Piva;ISRN Signal Process.,2013

5. Media forensics and deepfakes: An overview;Verdoliva;IEEE J. Sel. Top. Sign. Proces.,2020

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1. Investigating Translation Invariance and Shiftability in CNNs for Robust Multimedia Forensics: A JPEG Case Study;Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security;2024-06-24

2. Exploiting AC Histogram Statistics for Misalignment Estimation in Double JPEG Compressed Images;IEEE Access;2024

3. A Robust Approach for Crop Misalignment Estimation in Single and Double JPEG Compressed Images;Lecture Notes in Computer Science;2024

4. A Dataset on Digital Image Forgery Detection;Lecture Notes in Electrical Engineering;2024

5. A Comprehensive Survey on Methods for Image Integrity;ACM Transactions on Multimedia Computing, Communications, and Applications;2023-11-16
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