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MegaSeg: Towards scalable semantic segmentation for megapixel images

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Megapixel image segmentation is essential for high-resolution histopathology image analysis, but is currently constrained by GPU memory limitations, necessitating patching and downsampling processing that compromises global and local context. This paper introd... ...