Learning From Human Insights for Remote Sensing Change Detection (opens in new tab)

Remote sensing change detection (RSCD) aims to accurately identify changed objects within the same region over time, facilitating the interpretation of Earth’s surface dynamics. However, RSCD faces two fundamental challenges: the variation in partial representations of identical objects over time and the similarity in certain properties of different objects, both of which significantly hinder performance. Drawing inspiration from the human difference analysis strategy, which detects changes b...