Boundary-Aware Supervoxel-Level Iteratively Refined Interactive 3D Image Segmentation With Multi-Agent Reinforcement Learning

IEEE Transactions on Medical Imaging(2021)

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摘要
Interactive segmentation has recently been explored to effectively and efficiently harvest high-quality segmentation masks by iteratively incorporating user hints. While iterative in nature, most existing interactive segmentation methods tend to ignore the dynamics of successive interactions and take each interaction independently. We here propose to model iterative interactive image segmentation ...
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关键词
Image segmentation,Reinforcement learning,Three-dimensional displays,Task analysis,Heuristic algorithms,Prediction algorithms,Iterative methods
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