SegSort - Segmentation by Discriminative Sorting of Segments
ICCV, pp. 7333-7343, 2019.
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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