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Multi-band wavelet for using Spot panchromatic and multispectral images / Wei Shi in Photogrammetric Engineering & Remote Sensing, PERS, vol 69 n° 5 (May 2003)  

Public [article]  inPhotogrammetric Engineering & Remote Sensing, PERS > vol 69 n° 5 (May 2003) . - pp 513 - 520 Titre : Multi-band wavelet for using Spot panchromatic and multispectral images Type de document : Article/Communication Auteurs : Wei Shi, Auteur ; C. Zhu, Auteur ; Ca. Zhu, Auteur ; X. Yang, Auteur Année de publication : 2003 Article en page(s) : pp 513 - 520 Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image optique [Termes IGN] fusion d'images [Termes IGN] image Landsat-TM [Termes IGN] image multibande [Termes IGN] image panchromatique [Termes IGN] image SPOT [Termes IGN] ondelette [Termes IGN] transformation en ondelettes [Termes IGN] transformation intensité-teinte-saturation Résumé : (Auteur) With the development of remote sensing technology, fusion of remotely sensed images, such as SPOT panchromatic (SPOT P) with SPOT multispectral images (SPOT XS) or Landsat Thematic Mapper (TM), has become more important in order to obtain richer information in the spatial and spectral domains simultaneously. Many fusion methods have been developed based on the twoband wavelet transformation. However, due to the limitations of the transformation characteristics themselves, the twoband wavelet is not very efficient for the fusion of images whose ratio of spatial resolutions is not 2n (n = 1, 2, 3, ...), e.g., for fusing a 101 resolution panchromatic SPOT image and with 30m resolution multispectral TM images. However, a recently developed new wavelet branchmultiband wavelet can potentially be applied to solve this problem. In this paper, we develop a new approach for fusing SPOT P images with multispectral TM images based on multiband wavelet transformation. First, the theoretical basis of multiband wavelet is presented and its transformation properties are analyzed. Second, a new method for fusing a SPOT P image with multispectral images using the multiband wavelet is proposed. Specifically, the threeband wavelet is implemented to fuse 1 10m SPOT panchromatic and 30m multispectral TM images. Third, this new method is compared with previous methods such as the twoband wavelet and IHS methods for image fusion. The proposed multiband wavelet approach demonstrates an improvement in spatial and spectral characteristics for fusing SPOT P and multispectral TM images. Numéro de notice : A2003-082 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article DOI : 10.14358/PERS.69.5.513 En ligne : https://doi.org/10.14358/PERS.69.5.513 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=22378 [article]