Title :
Ant-based construction of RBF network for human face detection
Author :
Mikami, Tsuyoshi ; Wada, Mitsuo
Author_Institution :
Tomakomai Coll. of Tech., Japan
Abstract :
In this paper, we proposed AC+RBFN algorithm for human face detection. Ant clustering is a heuristic clustering algorithm but it can estimate the number of clusters in an unsupervised manner. We modified the original ant clustering and applied it to the adjustment of hidden units of RBFN.
Keywords :
face recognition; pattern clustering; radial basis function networks; ant clustering; heuristic clustering algorithm; human face detection; radial basis function network;
Conference_Titel :
SICE 2004 Annual Conference
Conference_Location :
Sapporo
Print_ISBN :
4-907764-22-7
