Shape-aware Feature Extraction for Instance Segmentation

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摘要

Modern instance segmentation approaches mainly adopt a sequential paradigm - ``detect then segment'', as popularized by Mask R-CNN, which have achieved considerable progress. However, they usually struggle to segment huddled instances, i.e., instances which are crowded together. The essential reason is the detection step is only learned...更多

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