Title :
Algorithm of face angle estimation in the image
Author :
Frolov, Igor ; Sadykhov, Rauf ; Osipov, A.
Author_Institution :
Belarusian State Univ. of Inf. & Radioelectron., Minsk, Belarus
Abstract :
The localization of the area of interest in face image to recognition is the key task in face recognition system. The face detection problem is first step before face recognition process. The properties of recognition system depend on the quality of processing images and area of face localization. Many systems are adapted to process the images with frontal type of faces only. We propose the approach to estimate a deviation angle of face from biometric standard in order to expand the range of variety of recognizable face images.
Keywords :
face recognition; image segmentation; area-of-interest localization; biometric standard; face detection problem; face deviation angle estimation; frontal-type face image recognition algorithm; image quality; Estimation; Face; Face recognition; Image recognition; Mouth; Nose; Pose estimation; pattern recognition;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2013 IEEE 7th International Conference on
Conference_Location :
Berlin
Print_ISBN :
978-1-4799-1426-5
DOI :
10.1109/IDAACS.2013.6662722
