Language-Guided Adaptive Spatial–Frequency-Aware Network for Remote Sensing Change Detection (opens in new tab)

Remote sensing change detection (RSCD) plays a crucial role in urban planning, disaster assessment, and ecological monitoring. However, the inherent complexity of remotely sensed images and the interference of nontargeted changes, such as illumination changes and ground renovation, often lead to the problem of misdetection of change areas by models. Moreover, many real-world changes occur at the semantic level rather than through explicit geometric or structural differences, making them diffi...