TY - GEN
T1 - Multi-view ear recognition based on moving least square pose interpolation
AU - Liu, Heng
AU - Zhang, Dapeng
AU - Zhang, Zhiyuan
PY - 2009/11/2
Y1 - 2009/11/2
N2 - Based on moving least square, a multi-view ear pose interpolation and corresponding recognition approach is proposed. This work firstly analyzes the shape characteristics of actual trace caused by ear pose varying in feature space. Then according to training samples pose projection, we manage to recover the complete multi-view ear pose manifold by using moving least square pose interpolation. The constructed multi-view ear pose manifolds can be easily utilized to recognize ear images captured under different views based on finding the minimal projection distance to the manifolds. The experimental results and some comparisons show the new method is superior to manifold learning method and B-Spline based recognition method.
AB - Based on moving least square, a multi-view ear pose interpolation and corresponding recognition approach is proposed. This work firstly analyzes the shape characteristics of actual trace caused by ear pose varying in feature space. Then according to training samples pose projection, we manage to recover the complete multi-view ear pose manifold by using moving least square pose interpolation. The constructed multi-view ear pose manifolds can be easily utilized to recognize ear images captured under different views based on finding the minimal projection distance to the manifolds. The experimental results and some comparisons show the new method is superior to manifold learning method and B-Spline based recognition method.
UR - http://www.scopus.com/inward/record.url?scp=70350423361&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-04020-7_116
DO - 10.1007/978-3-642-04020-7_116
M3 - Conference article published in proceeding or book
SN - 3642040195
SN - 9783642040191
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 1085
EP - 1095
BT - Emerging Intelligent Computing Technology and Applications
T2 - 5th International Conference on Intelligent Computing, ICIC 2009
Y2 - 16 September 2009 through 19 September 2009
ER -