Face recognition: A study in information fusion using fuzzy integral

• Published in: Pattern recognition letters Vol. 26; no. 6; pp. 719 - 733
• Main Authors: Kwak, Keun-Chang, Pedrycz, Witold
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.05.2005
• Subjects: Choquet fuzzy integral; Face recognition; Feature-based method; Fisherfaces; Fuzzy information fusion; Template-based method; Wavelet decomposition; Fuzzy information fusion; Face recognition; Template-based method; Choquet fuzzy integral; Fisherfaces; Feature-based method; Wavelet decomposition

We study two approaches to fuzzy information fusion for face recognition involving aggregation of local and global face information and a wavelet decomposition approach. The former is concerned with a fuzzy information fusion involving both feature-based (e.g., eye, nose, and mouth) and template-bas...