Title :
Human face extraction based on color and moving information and the recognition of expressions
Author :
Shiga, Yasuhiro ; Ebine, Hideyuki ; Ikeda, Misuzu ; Nakamura, Osamu
Author_Institution :
Graduate Sch. of Inf., Kogakuin Univ., Tokyo, Japan
Abstract :
A new algorithm for extracting images from a human face based on skin color and moving information, and the extracting method of moving information of the eyes, mouth and cheek regions are presented. The recognition system of the facial expressions using these features which are based on the fuzzy expert system is also presented. Computer simulation using 40 expressive facial videos shows more than 85% accuracy
Keywords :
expert systems; face recognition; feature extraction; fuzzy systems; image colour analysis; image motion analysis; video signal processing; algorithm; cheek region; color information; computer simulation; expressions recognition; eyes; facial videos; fuzzy expert system; human face; human face extraction; image extraction; mouth; moving information; recognition system; skin color; Data mining; Eyes; Face recognition; Feature extraction; Head; Humans; Hybrid intelligent systems; Informatics; Mouth; Skin;
Conference_Titel :
Electrical and Computer Engineering, 2000 Canadian Conference on
Conference_Location :
Halifax, NS
Print_ISBN :
0-7803-5957-7
DOI :
10.1109/CCECE.2000.849634
