Dr. Daniil V. Tropin Profile

Dr. Daniil V. Tropin

SPIE Involvement:

Author

Publications (1)

This will count as one of your downloads.

You will have access to both the presentation and article (if available).

DOWNLOAD NOW

This content is available for download via your institution's subscription. To access this item, please sign in to your personal account.

Email or Username Forgot your username?

Password Forgot your password?

Show

Keep me signed in

No SPIE account? Create an account

Proceedings Article | 3 April 2024 Paper

Copy-move document image forgery detection and localization based on JPEG clues

A. Chuiko, K. Bulatov, D. Tropin

Proceedings Volume 13072, 130720K (2024) https://doi.org/10.1117/12.3023365

KEYWORDS: Quantization, Image compression, Digital imaging, Counterfeit detection, Image quality, Histograms

Read Abstract +

The amount of image forgery strongly increases recently. There are different ways to fake an image, one of the common ones is a copy-move manipulation. There are numerous methods for detecting copy-move manipulations on natural images. However, they are difficult to adapt for document images due to their features. This work proposes an algorithm for detecting and localizing copy-move manipulations on digital images of documents. The main idea is to use JPEG artifacts in order to find the target region area and then localize the source and target regions precisely. For the efficient application of the proposed method, firstly, the original image must have been subjected to JPEG compression, and secondly, after the manipulation the image must have been saved in a lossless format. The experiments were carried out on an open set of document images CMID; in the detection task, the recall was 0.992, the specificity was 1.0; in the localization task, the recall was 0.923, the false discovery rate was 0.021, which means that the proposed algorithm successfully detects more than 99% of copy-move manipulations, similar to manipulations in the CMID and does not give false positives.

My Library

You currently do not have any folders to save your paper to! Create a new folder below.

Folder Name

Folder Description

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Access to the requested content is limited to institutions that have purchased or subscribe to SPIE eBooks. You are receiving this notice because your organization may not have SPIE eBooks access.*

*Shibboleth/Open Athens users─please sign in to access your institution's subscriptions.

To obtain this item, you may purchase the complete book in print or electronic format on SPIE.org.

ORGANIZATIONAL
Sign in with credentials provided by your organization.

Organizational Username

Organizational Password

Show/Hide Password

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members:

Non-members: ADD TO CART

Keywords/Phrases

Search In:

Publication Years