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Arxiv
1d
170
Image Credit: Arxiv
DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUs
- A novel approach, DDU-Net, is proposed for high-resolution image segmentation.
- DDU-Net combines encoder-decoder architectures with domain decomposition.
- It partitions input images into non-overlapping patches for independent processing.
- Experimental results show improved performance in segmenting ultra-high-resolution images.
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