Essays about: "endmember extraction"

Found 1 essay containing the words endmember extraction.

  1. 1. Effects of spatial resolution,land-cover heterogeneity and different classification methods on accuracy of land-cover mapping

    University essay from SLU/Southern Swedish Forest Research Centre

    Author : Tweneboa Kwame Awuah; [2017]
    Keywords : image classification; spectral unmixing; random forest RF ; feature extraction; spatial resolution; heterogeneity; support vector machine SVM ; endmember extraction;

    Abstract : Despite improved spatial and spectral characteristics of satellite and aerial imaging systems, land-cover classification is still challenged by a continuously evolving and complex rural and urban landscape conditions resulting from diverse land-use scenarios. Sizes and material composition of impervious surfaces changes greatly from urban to rural areas, leading to varying spectral signatures and ultimately misclassification. READ MORE