A PSO-SVM-Based Change Detection Algorithm for Remote Sensing Optical Images
Bipin Shah,
Ayushi Gupta,
Sourabh Paul
Abstract:Change detection is considered as one of the challenging issues in the field of remote sensing. The multi-temporal images used to detect the changes generally have significant illumination variations which affect the performance of a change detection method. To address this issue, a machine learning (ML)based change detection algorithm is proposed for the remote sensing optical images. The proposed method is a combination of Support Vector Machines (SVM) and Particle Swarm Optimization (PSO). In this method, t… Show more
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