SegSort: Segmentation by Discriminative Sorting of Segments

international conference on computer vision, pp. 7334-7344, 2019.

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Abstract:

Almost all existing deep learning approaches for semantic segmentation tackle this task as a pixel-wise classification problem. Yet humans understand a scene not in terms of pixels, but by decomposing it into perceptual groups and structures that are the basic building blocks of recognition. This motivates us to propose an end-to-end pi...More

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