Rail defect classification by adaptive self organized map

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4572, Issue , 2001, Pages 496-503

  Nitti, Massimiliano ^a   Mandriota, Clelia ^a   Distante, Cosimo ^a   Stella, Ettore ^a  

^a CNR   (Italy)

Author keywords

Gabor filter; Rail defect; Self Organized Map

Indexed keywords

CAMERAS; IMAGE ANALYSIS; MATRIX ALGEBRA; PARAMETER ESTIMATION; VECTORS;

DEFECT CLASSIFICATION;

SELF ORGANIZING MAPS;

EID: 0035763835     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.444219     Document Type: Conference Paper

References (6)

1. M. Nitti, E. Stella - "Sistema di Riconoscimento Real Time dei Difetti del Binario Mediante Elaborazione delle Immagini", Progetto Pop Puglia 1994-1999, 24/07/2000, prot. 160/2000.
2. Thomas P. Weldon, William E. Higgins, Dennis F. Dunn - "Efficient Gabor Filter Design For Texture Segmentation", Pattern Recognition, Vol. 29, No. 12, pp.2005 - 2015, 1996.
3. Alan Conrad, Marianna Clark, Wilson S. Geisler - "Multichannel Texture Analysis Using Localized Spatial Filters", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 12, NO. 1, January 1990.
4. David A. Clausi, M. Ed Jernigan - "Designing Gabor Filters for Optimal Texture Separability", Pattern Recognition 33 (2000) 1835 - 1849.
5. Cosimo Distante, Pietro Siciliano, Krishna C. Persaud - "Dynamic Cluster Recognition with multiple Self-Organizing Maps".
6. R. Duda, P. Hart - "Pattern Classification and Scene Analysis", P. (1973). New York: Jhon Wiley & Sons.