SegSort - Segmentation by Discriminative Sorting of Segments

Jianbo Shi
Jianbo Shi
Maxwell D. Collins
Maxwell D. Collins
Tien-Ju Yang
Tien-Ju Yang
Xiao Zhang
Xiao Zhang

ICCV, pp. 7333-7343, 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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