Convolutional neural networks and face recognition task

A. Sochenkova; I. Sochenkov; A. Makovetskii; A. Vokhmintsev; A. Melnikov

doi:10.1117/12.2273624

19 September 2017 Convolutional neural networks and face recognition task

A. Sochenkova, I. Sochenkov, A. Makovetskii, A. Vokhmintsev, A. Melnikov

Author Affiliations +

Proceedings Volume 10396, Applications of Digital Image Processing XL; 103962L (2017) https://doi.org/10.1117/12.2273624
Event: SPIE Optical Engineering + Applications, 2017, San Diego, California, United States

Abstract

Computer vision tasks are remaining very important for the last couple of years. One of the most complicated problems in computer vision is face recognition that could be used in security systems to provide safety and to identify person among the others. There is a variety of different approaches to solve this task, but there is still no universal solution that would give adequate results in some cases. Current paper presents following approach. Firstly, we extract an area containing face, then we use Canny edge detector. On the next stage we use convolutional neural networks (CNN) to finally solve face recognition and person identification task.

Citation Download Citation

A. Sochenkova, I. Sochenkov, A. Makovetskii, A. Vokhmintsev, and A. Melnikov "Convolutional neural networks and face recognition task", Proc. SPIE 10396, Applications of Digital Image Processing XL, 103962L (19 September 2017); https://doi.org/10.1117/12.2273624

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