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Abstract: Change detection (CD) in image time series (ITS) improves change information quality by modeling change patterns and mitigating seasonal interferences. Recent deep learning (DL)-based ...

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Abstract: In this paper, we propose novel convolutional encoder-decoder architectures for real-time semantic segmentation based on an image-to-image translation approach via the space-to-depth and ...