Quality assessment of decision-driven pyramid-based fusion of high resolution multispectral with panchromatic image data (Contributo in atti di convegno)

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  • Quality assessment of decision-driven pyramid-based fusion of high resolution multispectral with panchromatic image data (Contributo in atti di convegno) (literal)
Anno
  • 2001-01-01T00:00:00+01:00 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
  • 10.1109/DFUA.2001.985909 (literal)
Alternative label
  • Bruno Aiazzi; Luciano Alparone; Stefano Baronti; Ivan Pippi (2001)
    Quality assessment of decision-driven pyramid-based fusion of high resolution multispectral with panchromatic image data
    in URBAN 2001: IEEE/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, Roma, Italia, 8-9 Novembre 2001
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Bruno Aiazzi; Luciano Alparone; Stefano Baronti; Ivan Pippi (literal)
Pagina inizio
  • 337 (literal)
Pagina fine
  • 341 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url
  • http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=985909 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#titoloVolume
  • Proceedings of URBAN 2001: IEEE/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali
  • 5 (literal)
Note
  • ISI Web of Science (WOS) (literal)
  • Google Scholar (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • \"Nello Carrara\" Research Institute on Electromagnetic Waves (IROE), National Research Council (CNR), I-50127 Florence, Italy Department of Electronics and Telecommunications, University of Florence, I-50139 Florence, Italy \"Nello Carrara\" Research Institute on Electromagnetic Waves (IROE), National Research Council (CNR), I-50127 Florence, Italy \"Nello Carrara\" Research Institute on Electromagnetic Waves (IROE), National Research Council (CNR), I-50127 Florence, Italy (literal)
Titolo
  • Quality assessment of decision-driven pyramid-based fusion of high resolution multispectral with panchromatic image data (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn
  • 0-7803-7059-7 (literal)
Abstract
  • This work presents a general and formal solution to the problem of fusion of multispectral data with high-resolution panchromatic images. The method relies on the generalized Laplacian pyramid, which is an oversampled structure obtained by subtracting from an image its lowpass version, and selectively performs spatial-frequencies spectrum substitution from an image to another. The novelty of the present work is that a decision based on thresholding the local CC is utilized to check the physical congruence of fusion, while the ratio of local RMSs between the two images provides a space-varying gain factor by which the injected highpass contribution is equalized. Since the pyramid decomposition is not critically-subsampled, possible impairments in the fused images, due to missing cancellation of aliasing terms, are avoided. Quantitative results are presented and discussed on simulated SPOT 5 data of an urban area (2.5m P, 10m XS) obtained from the MIVIS airborne imaging spectrometer. (literal)
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