Title :
Person recognition through eigeneye selection based on fuzzy distance to multiple class prototypes
Author :
Ashimine, Jishu ; De Campos, TeÓfilo E. ; Cesar, Roberto M., Jr. ; Bloch, Isabelle
Author_Institution :
Inst. de Matematica e Estatistica, Sao Paulo Univ., Brazil
Abstract :
This paper introduces a new criterion function to be used by feature selection algorithms based on fuzzy distances. Experiments using the introduced criterion function applied to the problem of face recognition are described.
Keywords :
face recognition; feature extraction; fuzzy set theory; principal component analysis; criterion function; eigeneye selection; face recognition; feature selection algorithms; fuzzy distances; multiple class prototypes; person recognition; Chromium; Clustering algorithms; Face recognition; Fuzzy sets; Image databases; Image recognition; Principal component analysis; Prototypes; Search methods; Spatial databases;
Conference_Titel :
Computer Graphics and Image Processing, 2002. Proceedings. XV Brazilian Symposium on
Print_ISBN :
0-7695-1846-X
DOI :
10.1109/SIBGRA.2002.1167179
