Explicit Shape Encoding for Real-Time Instance Segmentation

12 Aug 2019Wenqiang XuHaiyang WangFubo QiCewu Lu

In this paper, we propose a novel top-down instance segmentation framework based on explicit shape encoding, named \textbf{ESE-Seg}. It largely reduces the computational consumption of the instance segmentation by explicitly decoding the multiple object shapes with tensor operations, thus performs the instance segmentation at almost the same speed as the object detection... (read more)

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