Heuristic optimization-based wave kernel descriptor for deformable 3D shape matching and retrieval

• Main Authors: Naffouti, S.E., Fougerolle, Y., Aouissaoui, I., Sakly, A., Mériaudeau, F.
• Format: Article
• Published: Springer London 2018
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040784795&doi=10.1007%2fs11760-018-1235-7&partnerID=40&md5=9670012804870df62ca9d4e190cd4477; http://eprints.utp.edu.my/20829/
• Institution: Universiti Teknologi Petronas

This paper presents an optimized wave kernel signature (OWKS) using a modified particle swarm optimization (MPSO) algorithm. The variance parameter and its setting mode play a central role in this kernel. In order to circumvent a purely arbitrary choice of the internal parameters of the WKS algorith...