Title :
Oh a K-Segments Algorithm for Computing Principal Curves
Author :
Lee, Thomas C M ; Wang, Haonan
Author_Institution :
Dept. of Stat., Colorado State Univ., Fort Collins, CO
Abstract :
An effective algorithm, termed the k-segments algorithm, was proposed by J.J. Verbeek et al., (2002) for computing principal curves. To apply this algorithm, two parameters are required to be specified. In H. Wang and T.C.M. Lee, (2006) an automatic method was developed for choosing the values of these parameters. The present paper gives an overview of this automatic parameter selection method, as well as to provide new experimental results
Keywords :
statistical distributions; automatic parameter selection method; k-segments algorithm; principal curves computation; Character generation; Clustering algorithms; DC generators; Iterative algorithms; Scattering; Smoothing methods; Stochastic processes; Vector quantization;
Conference_Titel :
Image Analysis and Interpretation, 2006 IEEE Southwest Symposium on
Conference_Location :
Denver, CO
Print_ISBN :
1-4244-0069-4
DOI :
10.1109/SSIAI.2006.1633747
