A Large-scale Incremental Monitoring Change Detection (LIM_CD) dataset on High Resolution Remote Sensing Images.

• Contains 9,259 images with resolutions ranging from 0.5-2 meters
• Image Characteristics: Image Source Variation, Terrain Variation, Background Variation, Resolution Variation
• Annotations Available: Change Annotations (newly added construction land regions) + Secondary Annotations (auxiliary construction land information in the pre-change image)
• Metadata Available for Each Image: Background Category, Resolution Category, Sensors Category, Terrain Category, Time Category.
• Comparison between Eight Algorithms: FC-EF, FC-Siam-conc, FC-Siam-diff, ISNet, SNUNet-CD, BIT CD, and Changeformer

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The paper was accepted to ISPRS GSW 2023.