TY - GEN
T1 - Enhanced human face image searching system using relevance feedback
AU - Yuen, Pong C.
AU - Man, C. H.
N1 - Copyright:
Copyright 2012 Elsevier B.V., All rights reserved.
PY - 2004
Y1 - 2004
N2 - This paper addresses the problems of face recognition using sketch. All existing face sketch recognition systems focus on the sketch to mug shot matching. However, one of the key problems is that very often witness cannot reconstruct the sketch well. In turn, it does not look like the mug shot image. The performance of existing systems will be greatly degraded. To overcome this limitation, this paper makes use of the concept of human-in-the-loop and proposes a human face image searching system using relevance feedback. The proposed system employs linear discriminant analysis for on-line learning the optimal projection subspace for face representation. The proposed system has been evaluated using FERET database and a Japanese database with hundreds of individual with all frontal view face images. The results are encouraging.
AB - This paper addresses the problems of face recognition using sketch. All existing face sketch recognition systems focus on the sketch to mug shot matching. However, one of the key problems is that very often witness cannot reconstruct the sketch well. In turn, it does not look like the mug shot image. The performance of existing systems will be greatly degraded. To overcome this limitation, this paper makes use of the concept of human-in-the-loop and proposes a human face image searching system using relevance feedback. The proposed system employs linear discriminant analysis for on-line learning the optimal projection subspace for face representation. The proposed system has been evaluated using FERET database and a Japanese database with hundreds of individual with all frontal view face images. The results are encouraging.
UR - http://www.scopus.com/inward/record.url?scp=4544248635&partnerID=8YFLogxK
U2 - 10.1109/AFGR.2004.1301527
DO - 10.1109/AFGR.2004.1301527
M3 - Conference proceeding
AN - SCOPUS:4544248635
SN - 0769521223
SN - 9780769521220
T3 - Proceedings - Sixth IEEE International Conference on Automatic Face and Gesture Recognition
SP - 177
EP - 182
BT - Proceedings - Sixth IEEE International Conference on Automatic Face and Gesture Recognition FGR 2004
T2 - Proceedings - Sixth IEEE International Conference on Automatic Face and Gesture Recognition FGR 2004
Y2 - 17 May 2004 through 19 May 2004
ER -