NDLI: In-camera JPEG compression detection for doubly compressed images

Content Provider	Springer Nature Link
Author	Zhang, Rong Wang, Rang Ding
Copyright Year	2014
Abstract	An illicit photography work can be exposed by its unusual compression history. Our work aims at revealing the primary JPEG compression of a camera image especially when it has undergone an out-camera JPEG compression. The proposed method runs a recompression operator on a given image using a chosen software tool (MATLAB). We measure the JPEG error between the given image and the recompressed version in the Y, Cb and Cr color channels. The in-camera compression can be easily identified by drawing the JPEG error curves. In this paper a simple and high effective method is presented for automatically detecting the compression history of an image. For a doubly compressed image, the proposed method can give the historical compression sequence with the corresponding quality factors and determine whether the first compression is the in-camera compression. Experimental results, carried out on two datasets, show that the proposed method can yield satisfactory detection accuracy, over 96 % accuracy rate for in-camera compression and no false positives with a block size of 512 × 512. The proposed method has universality. It can be applied to multi-compression detection and is robust to different sources of out-camera compression, e.g. Adobe Photoshop. This makes it more practical compared to the previous methods of double compression.
Starting Page	5557
Ending Page	5575
Page Count	19
File Format	PDF
ISSN	13807501
Journal	Multimedia Tools and Applications
Volume Number	74
Issue Number	15
e-ISSN	15737721
Language	English
Publisher	Springer US
Publisher Date	2014-03-08
Publisher Place	New York
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Digital image forensics In-camera compression Double JPEG compression detection Quantization tables Multimedia Information Systems Computer Communication Networks Data Structures, Cryptology and Information Theory Special Purpose and Application-Based Systems
Content Type	Text
Resource Type	Article
Subject	Computer Networks and Communications Hardware and Architecture Software Media Technology

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Anti-forensics of double JPEG compression with the same quantization matrix

Detection of double MP3 compression Based on Difference of Calibration Histogram

Digital image forensics: a booklet for beginners

Partially compressed-encrypted domain robust JPEG image watermarking

An efficient algorithm for double compressed AAC audio detection

A novel blind detector for additive noise steganography in JPEG decompressed images

Self-embedding watermarking scheme against JPEG compression with superior imperceptibility

Low overhead reversible data hiding for color JPEG images

Performance Analysis of the JPEG 2000 Image Coding Standard

In-camera JPEG compression detection for doubly compressed images

Similar Documents

Anti-forensics of double JPEG compression with the same quantization matrix

Detection of double MP3 compression Based on Difference of Calibration Histogram

Digital image forensics: a booklet for beginners

Partially compressed-encrypted domain robust JPEG image watermarking

An efficient algorithm for double compressed AAC audio detection

A novel blind detector for additive noise steganography in JPEG decompressed images

Self-embedding watermarking scheme against JPEG compression with superior imperceptibility

Low overhead reversible data hiding for color JPEG images

Performance Analysis of the JPEG 2000 Image Coding Standard

In-camera JPEG compression detection for doubly compressed images