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Multi Scale Analysis and Change Detection in SAR Images Based On Modified MRF Energy Function for Disaster Management


Affiliations
1 Department of Computer Science and Engineering, VELS University, Chennai, India
     

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In this approach it classifies image change detection process for analyzing disaster with the help of synthetic aperture radar images. It determines difference between two SAR images taken at different times. it detect difference through pixels by pixels based on change and unchanged regions by using fuzzy c-means clustering with a novel Markov Random Fields(MRF) energy function. Its main objective function is to detect real changes between two images, less time consuming, remove dot spots and patches from the images. It also modifies the member of each pixel using MRF energy function through which neighbor of each pixels and their relationship are much concerned.

Keywords

Fuzzy C Mean Clustering, Image Change Detection, Markov Random Field (MRF), Synthetic Aperture Radar (SAR).
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  • Multi Scale Analysis and Change Detection in SAR Images Based On Modified MRF Energy Function for Disaster Management

Abstract Views: 211  |  PDF Views: 3

Authors

Mukta Jagdish
Department of Computer Science and Engineering, VELS University, Chennai, India

Abstract


In this approach it classifies image change detection process for analyzing disaster with the help of synthetic aperture radar images. It determines difference between two SAR images taken at different times. it detect difference through pixels by pixels based on change and unchanged regions by using fuzzy c-means clustering with a novel Markov Random Fields(MRF) energy function. Its main objective function is to detect real changes between two images, less time consuming, remove dot spots and patches from the images. It also modifies the member of each pixel using MRF energy function through which neighbor of each pixels and their relationship are much concerned.

Keywords


Fuzzy C Mean Clustering, Image Change Detection, Markov Random Field (MRF), Synthetic Aperture Radar (SAR).