Title :
Extraction of facial images from a complex background using SGLD matrices
Author :
Dai, Ying ; Nakano, Yasuaki ; Miyao, Hidetoshi
Author_Institution :
Dept. of Inf. Eng., Shinshu Univ., Nagano, Japan
Abstract :
This paper proposed a new method for the face extraction from a complex background. Based on the space gray level dependence (SGLD) matrices, the facial texture model composed by a set of inequalities was derived. Using this textural model, the authors designed a kind of scanning scheme for face detection in the complex backgrounds. An experiment using 60 images containing 150 faces gave the error rate 0% with the false alarm rate 5.4%
Keywords :
face recognition; complex background; face detection; facial images; facial texture model; space gray level dependence matrices; Bismuth; Data mining; Error analysis; Face detection; Face recognition; Humans; Linear matrix inequalities; Pixel; Security; Teleconferencing;
Conference_Titel :
Pattern Recognition, 1994. Vol. 1 - Conference A: Computer Vision & Image Processing., Proceedings of the 12th IAPR International Conference on
Conference_Location :
Jerusalem
Print_ISBN :
0-8186-6265-4
DOI :
10.1109/ICPR.1994.576245
