Two-Dimensional Change Detection Methods: Remote Sensing Applications

Change detection using remotely sensed images has many applications, such as urban monitoring, land—cover change analysis, and disaster management. This work investigates two—dimensional change detection methods. The existing methods in the literature are grouped into four categories: pixel—based, transformation—based, texture analysis—based, and structure—based. In addition to testing existing methods, four new change detection methods are introduced: fuzzy logic—based, shadow detection—ba...