Introduction of Sensor Spectral Response into Image Fusion Methods. Application to Wavelet-Based Methods

Xavier Otazu, María González-Audícana, Octavi Fors, Jorge Núñez

    Research output: Contribution to journalArticleResearchpeer-review

    538 Citations (Scopus)

    Abstract

    Usual image fusion methods inject features from a high spatial resolution panchromatic sensor into every low spatial resolution multispectral band trying to preserve spectral signatures and improve spatial resolution to that of the panchromatic sensor. The objective is to obtain the image that would be observed by a sensor with the same spectral response (i.e., spectral sensitivity and quantum efficiency) as the multispectral sensors and the spatial resolution of the panchromatic sensor. But in these methods, features from electromagnetic spectrum regions not covered by multispectral sensors are injected into them, and physical spectral responses of the sensors are not considered during this process. This produces some undesirable effects, such as resolution overinjection images and slightly modified spectral signatures in some features. The authors present a technique which takes into account the physical electromagnetic spectrum responses of sensors during the fusion process, which produces images closer to the image obtained by the ideal sensor than those obtained by usual wavelet-based image fusion methods. This technique is used to define a new wavelet-based image fusion method. © 2005 IEEE.
    Original languageEnglish
    Pages (from-to)2376-2385
    JournalIEEE Transactions on Geoscience and Remote Sensing
    Volume43
    DOIs
    Publication statusPublished - 1 Oct 2005

    Keywords

    • Data fusion
    • Image sensors
    • Multispectral image
    • Spectral response
    • Wavelet transforms

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