A k-segments algorithm for finding principal curves

Pattern Recognition Letters

Volumn 23, Issue 8, 2002, Pages 1009-1017

  Verbeek, J J ^a   Vlassis, N ^a   Krose B ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

Dimension reduction; Feature extraction; Polygonal line; Principal curve; Unsupervised learning

Indexed keywords

ALGORITHMS; PERFORMANCE;

LINE SEGMENTS;

PATTERN RECOGNITION;

IMAGE ANALYSIS;

EID: 0036605005     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(02)00032-6     Document Type: Article

References (12)

1. GTM: The generative topographic mapping
2. Principal curves: A new technique for indirect and direct gradient analysis
3. Growing cell structures - A self-organizing network for unsupervised and supervised learning
4. Principal curves
5. Learning and design of principal curves
6. Principal curves revisited