Mitigating False Positives in Complex Spectral Scenarios: A Mutual Information Guided Wavelet Disentanglement Framework for Remote Sensing Change Detection
ACNet, a graph-enhanced adaptive wavelet transform network with cross-layer knowledge injection and mutual information regularization, is proposed, capable of detecting both subtle and large-scale changes while substantially mitigating false positives in challenging scenarios with complex spectral variations.