Principal curve tracing

Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, ESANN 2010

Volumn , Issue , 2010, Pages 405-410

  Bas, Erhan ^a   Erdogmus, Deniz ^a  

^a NORTHEASTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BRAINBOW; DATA DENSITY; DENSITY ESTIMATES; IMAGE SEGMENTATION ALGORITHM; LOCAL MAXIMUM; PRINCIPAL CURVE; TRACING ALGORITHM;

ALGORITHMS; IMAGE SEGMENTATION; LEARNING SYSTEMS;

NEURAL NETWORKS;

EID: 84886999427     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Hastie Trevor and Stuetzle Werner, Principal Curves, Journal of the American Statistical Association,406:502-516,1989.
2. Robert Tibshirani, Principal Curves Revisited, Statistics and Computing, 2:183-190, 1992.
3. Kegl, B. and Krzyzak, A. and Linder, T. and Zeger, K., Learning and design of principal curves, IEEE Transactions on Pattern Analysis and Machine Intelligence, 22:281-297,2000.
4. Sandilya, S. and Kulkarni, S.R., Principal curves with bounded turn, IEEE Transactions on Information Theory,48:2789-2793, 2002.
5. Einbeck, Jochen and Tutz, Gerhard and Evers, Ludger, Local principal curves, Statistics and Computing, 15:301-313, Elsevier, 2005.
6. Erdogmus D. and Ozertem U., Self-Consistent Locally Defined Principal Surfaces, IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP 2007), pages II-549-II-552, April, 2007.
7. Ozertem U. and Erdogmus D., Local Conditions for Critical and Principal Manifolds, IEEE International Conference on Acoustics, Speech and Signal Processing, (ICASSP 2007), pages 1893-1896, 2008.
8. Yizong Cheng, Mean shift, mode seeking, and clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 17, pages 790-799