Filter banks for hyperspectral pixel classification of satellite images
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Altres documents de l'autoria: Rajadell Rojas, Olga; García-Sevilla, Pedro; Pla, Filiberto
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Mostra el registre complet de l'elementcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7038
comunitat-uji-handle3:10234/8634
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INVESTIGACIONMetadades
Títol
Filter banks for hyperspectral pixel classification of satellite imagesData de publicació
2009Editor
Springer Verlag (Germany)ISSN
0302-9743Cita bibliogràfica
RAJADELL, Olga; GARCÍA-SEVILLA, Pedro; PLA, Filiberto. Filter banks for hyperspectral pixel classification of satellite images. En Iberoamerican Congress on Pattern Recognition. Springer, Berlin, Heidelberg, 2009. p. 1039-1046.Tipus de document
info:eu-repo/semantics/articleVersió de l'editorial
https://link.springer.com/chapter/10.1007/978-3-642-10268-4_121Versió
info:eu-repo/semantics/submittedVersionParaules clau / Matèries
Resum
Satellite hyperspectral imaging deals with heterogenous images containing different texture areas. Filter banks are frequently used to characterize textures in the image performing pixel classification. This filters ... [+]
Satellite hyperspectral imaging deals with heterogenous images containing different texture areas. Filter banks are frequently used to characterize textures in the image performing pixel classification. This filters are designed using
Different scales and orientations in order to cover all areas in the frequential domain. This work is aimed at studying the influence of the different scales used in the analysis, comparing texture analysis theory with hyperspectral imaging necessities. To pursue this, Gabor filters over complex planes and opponent features are taken into account and also compared in the feature extraction process [-]
Publicat a
Lecture notes in computer science, 2009, v. 5856Drets d'accés
© Springer Verlag (Germany)
http://www.springer.com/open+access/authors+rights?SGWID=0-176704-12-683201-0
info:eu-repo/semantics/openAccess
http://www.springer.com/open+access/authors+rights?SGWID=0-176704-12-683201-0
info:eu-repo/semantics/openAccess
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