DocumentCode
1975317
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
fYear
0
fDate
0-0 0
Firstpage
183
Lastpage
187
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Analysis and Interpretation, 2006 IEEE Southwest Symposium on
Conference_Location
Denver, CO
Print_ISBN
1-4244-0069-4
Type
conf
DOI
10.1109/SSIAI.2006.1633747
Filename
1633747
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