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》 资源 》论文》Simultaneous Segmentation and Figure/Ground Organization Using Angular Embedding

Simultaneous Segmentation and Figure/Ground Organization Using Angular Embedding

2020-03-31 | |  68 |   44 |   0

Abstract

Image segmentation and figure/ground organization are fun- damental steps in visual perception. This paper introduces an algorithm that couples these tasks together in a single grouping framework driven by low-level image cues. By encoding both affinity and ordering prefer- ences in a common representation and solving an Angular Embedding problem, we allow segmentation cues to influence figure/ground assign- ment and figure/ground cues to influence segmentation. Results are com- parable to state-of-the-art automatic image segmentation systems, while additionally providing a global figure/ground ordering on regions.

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