Search for dissertations about: "MAP-MRF classifier"

Found 1 swedish dissertation containing the words MAP-MRF classifier.

  1. 1. Change Detection Using Multitemporal SAR Images

    University dissertation from Stockholm : KTH Royal Institute of Technology

    Author : Osama Yousif; KTH.; [2013]
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; Change detection; ENVISAT ASAR; ERS-2 SAR; image denoising; Kittler-Illingworth algorithm; MAP-MRF classifier; modified ratio; multitemporal SAR images; nonlocal means NLM ; SAR speckle; urbanization;

    Abstract : Multitemporal SAR images have been used successfully for the detection of different types of environmental changes. The detection of urban change using SAR images is complicated due to the special characteristics of SAR images—for example, the existence of speckle and the complex mixture of the urban environment. READ MORE