19 July 2013 Research on more features extraction and quick recognition algorithm of frontal face based on robustness
Author Affiliations +
Proceedings Volume 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013); 887836 (2013) https://doi.org/10.1117/12.2031005
Event: Fifth International Conference on Digital Image Processing, 2013, Beijing, China
Abstract
The identification of face recognition refers to the computer technology of using of analysis and comparison face visual feature information for the identification. It can detect the human target, extract features and identify persons. This paper presents a method of feature extraction and quick recognition for frontal face, which has a good robustness for some unexpected faces. For frontal face, the paper selects face contour, ears and triangle area between two eyes and nose as the features to be extracted. Extracting these features by different algorithms and analyzing the importance of them. According to the importance, different weights are put to these features. Finally, fuse these features for face recognition, in order to improving the recognition and ensuring the quick recognition.
© (2013) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Xianguo Lv, Xianguo Lv, Hui Zhao, Hui Zhao, Yuanzhen Dang, Yuanzhen Dang, } "Research on more features extraction and quick recognition algorithm of frontal face based on robustness", Proc. SPIE 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013), 887836 (19 July 2013); doi: 10.1117/12.2031005; https://doi.org/10.1117/12.2031005
PROCEEDINGS
5 PAGES


SHARE
RELATED CONTENT

A hybrid concealed object detection method for PMMW images
Proceedings of SPIE (October 26 2013)
Salient man-made structure detection in infrared images
Proceedings of SPIE (September 11 2013)
Face detection based on multiple kernel learning algorithm
Proceedings of SPIE (September 28 2016)
New development of the image matching algorithm
Proceedings of SPIE (April 10 2018)
Multiple image thumbnailing
Proceedings of SPIE (January 18 2010)

Back to Top