Sliding Window-based Probabilistic Change Detection for Remote-sensed Images

• Published in: Procedia computer science Vol. 80; pp. 2348 - 2352
• Main Authors: Hong, Seokyong, Vatsavai, Ranga R.
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2016
• Subjects: GMM; Probabilistic Change Detection; Satellite Image Processing; Sliding Window; Spatial Data Mining; Probabilistic Change Detection; Sliding Window; Spatial Data Mining; Satellite Image Processing; GMM

A recent probabilistic change detection algorithm provides a way for assessing changes on remote-sensed images which is more robust to geometric and atmospheric errors than existing pixel-based methods. However, its grid (patch)-based change detection results in coarse-resolution change maps and oft...