Feature selection for morphological feature extraction using random forests

Proceedings of the 7th Nordic Signal Processing Symposium, NORSIG 2006

Volumn , Issue , 2006, Pages 10-13

  Joelsson, Sveinn R ^a   Benediktsson, Jon Atli ^a   Sveinsson, Johannes R ^a  

^a UNIVERSITY OF ICELAND   (Iceland)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE CLASSIFICATION; PRINCIPAL COMPONENT ANALYSIS; RANDOM PROCESSES;

MORPHOLOGICAL FEATURE EXTRACTION (MFE); RANDOM FORESTS;

FEATURE EXTRACTION;

EID: 39049121324     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NORSIG.2006.275263     Document Type: Conference Paper

References (4)

1. L. Breiman, Random Forests, MACHINE LEARNING, vol. 45, No. 1, pp. 5-32. Oct. 2001
2. P.O.Gislason, J.A. Benediktsson, J.R. Sveinsson, Random Forests for land cover classification, PATTERN RECOGNITION LETTERS 27, pp. 294-300, 2006.
3. P. Soille, Morphological Image Analysis, Second Edition, Springer-Verlag Berlin Heidelberg, 2003.
4. J.A. Palmason, J.A. Benediktsson and J.R. Sveinsson, Classification of Hyperspectral Data From Urban Areas Based on Extended Morphological Profiles, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 43, no. 3, pp. 480-490 March 2005