Color correction of the document owner’s photograph image during recognition on mobile device

D. V. Polevoy; E. I. Panfilova; E. I. Ershov; D. P. Nikolaev

doi:10.1117/12.2587627

4 January 2021 Color correction of the document owner’s photograph image during recognition on mobile device

D. V. Polevoy, E. I. Panfilova, E. I. Ershov, D. P. Nikolaev

Proceedings Volume 11605, Thirteenth International Conference on Machine Vision; 1160510 (2021) https://doi.org/10.1117/12.2587627
Event: Thirteenth International Conference on Machine Vision, 2020, Rome, Italy

Abstract

The growing popularity of mobile services increases the risks of financial and other losses from fraudulent user actions. To reduce the number of illegal actions and comply with the law when using mobile services, it is often scheme that user presents it’s identity document. In case of remote access via a mobile device, this means receiving and analyzing a video of a document image. One of the criteria for the authenticity of the captured security document is the presence of security optically variable devices (kinegrams, holograms). Reliable determination of the presence or absence of such security elements from video stream frames is greatly complicated by changes in color between frames. The paper discusses the possibility of using a priori information about the monochrome photograph of the document owner to compensate changes in color between frames. Color distributions are investigated on the example of black-and-white photographs. A new method for automatic white balance correction is proposed. The results of the method are tested on real data obtained with a mobile device.

Citation Download Citation

D. V. Polevoy, E. I. Panfilova, E. I. Ershov, and D. P. Nikolaev "Color correction of the document owner’s photograph image during recognition on mobile device", Proc. SPIE 11605, Thirteenth International Conference on Machine Vision, 1160510 (4 January 2021); https://doi.org/10.1117/12.2587627

ACCESS THE FULL ARTICLE

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