3D face detection and face recognition: state of the art and trends

Xilai Li; Aihua Li; Xiangfeng Bai

doi:10.1117/12.866631

19 August 2010 3D face detection and face recognition: state of the art and trends

Xilai Li, Aihua Li, Xiangfeng Bai

Proceedings Volume 7820, International Conference on Image Processing and Pattern Recognition in Industrial Engineering; 78201E (2010) https://doi.org/10.1117/12.866631
Event: International Conference on Image Processing and Pattern Recognition in Industrial Engineering, 2010, Xi'an, China

Abstract

Face detection and recognition are old but rapidly growing research areas due to increasing demands for security in industrial and law enforcement applications. Face recognition based on two-dimensional (2D) images have reached a significant level of maturity with some practical success. However the performance of 2D face recognition may degrade under poor illumination conditions, pose changing or for subjects of various skin colors. 3D face recognition represents a viable alternative to 2D face recognition in the research for a robust and practical identification system. This paper provides a review of research achievement in face recognition from 2007 to present. This survey mainly include three parts: (1) advances in face detections, (2) state of the art of 3D face recognition and (3) face images database and face recognition algorithm evaluation. Recent research has also demonstrated that the fusion of 2D and 3D face recognition can improve the overall performance of face recognition algorithm.

Citation Download Citation

Xilai Li, Aihua Li, and Xiangfeng Bai "3D face detection and face recognition: state of the art and trends", Proc. SPIE 7820, International Conference on Image Processing and Pattern Recognition in Industrial Engineering, 78201E (19 August 2010); https://doi.org/10.1117/12.866631

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