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Multi-spectral Texture Characterisation for Remote Sensing Image Segmentation
dc.contributor.author | Pla, Filiberto | |
dc.contributor.author | Gracia, Gema | |
dc.contributor.author | García-Sevilla, Pedro | |
dc.contributor.author | Mirmehdi, Majid | |
dc.contributor.author | Xie, Xianghua | |
dc.date.accessioned | 2014-06-26T11:41:30Z | |
dc.date.available | 2014-06-26T11:41:30Z | |
dc.date.issued | 2009 | |
dc.identifier.citation | PLA, F., et al. Multi-spectral Texture Characterisation for Remote Sensing Image Segmentation. En: Pattern Recognition and Image Analysis: 4th Iberian Conference, IbPRIA 2009 Póvoa de Varzim, Portugal, June 10-12, 2009 Proceedings, p. 257-264. Springer Berlin Heidelberg, 2009. (Lecture Notes in Computer Science; 5524) ISBN 978-3-642-02172-5 | ca_CA |
dc.identifier.isbn | 978-3-642-02172-5 | |
dc.identifier.uri | http://hdl.handle.net/10234/96195 | |
dc.description.abstract | A multi-spectral texture characterisation model is proposed, the Multi-spectral Local Differences Texem – MLDT, as an affordable approach to be used in multi-spectral images that may contain large number of bands. The MLDT is based on the Texem model. Using an inter-scale post-fusion strategy for image segmentation, framed in a multi-resolution approach, we produce unsupervised multi-spectral image segmentations. Preliminary results on several remote sensing multi-spectral images exhibit a promising performance by the MLDT approach, with further improvements possible to model more complex textures and add some other features, like invariance to spectral intensity. | ca_CA |
dc.format.extent | 7 p. | ca_CA |
dc.format.mimetype | application/pdf | ca_CA |
dc.language.iso | eng | ca_CA |
dc.publisher | Springer Berlin Heidelberg | ca_CA |
dc.relation.isPartOfSeries | Lecture Notes in Computer Science;5524 | |
dc.rights | Copyright Springer Berlin Heidelberg 2009 | ca_CA |
dc.rights.uri | http://rightsstatements.org/vocab/InC/1.0/ | * |
dc.subject | texture analysis | ca_CA |
dc.subject | multispectral images | ca_CA |
dc.subject | Texems | ca_CA |
dc.title | Multi-spectral Texture Characterisation for Remote Sensing Image Segmentation | ca_CA |
dc.type | info:eu-repo/semantics/bookPart | ca_CA |
dc.identifier.doi | http://dx.doi.org/10.1007/978-3-642-02172-5_34 | |
dc.rights.accessRights | info:eu-repo/semantics/restrictedAccess | ca_CA |
dc.relation.publisherVersion | http://link.springer.com/chapter/10.1007/978-3-642-02172-5_34 | ca_CA |
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