MMChange fuses image features with VLM-generated text descriptions of bitemporal remote sensing images, reporting state-of-the-art IoU/F1 on LEVIR-CD, WHU-CD, and SYSU-CD.
Timeliness in forest change monitoring: A new assessment framework demonstrated using Sentinel-1 and a continuous change detection algorithm,
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Multimodal Feature Fusion Network with Text Difference Enhancement for Remote Sensing Change Detection
MMChange fuses image features with VLM-generated text descriptions of bitemporal remote sensing images, reporting state-of-the-art IoU/F1 on LEVIR-CD, WHU-CD, and SYSU-CD.