Revisiting deep structured models for pixel-level labeling with gradient-based inference

Semantic segmentation and other pixel-level labeling tasks have made significant progress recently due to the deep learning paradigm. Many state-of-the-art structured prediction methods also include a random field model with a hand-crafted Gaussian potential to model spatial priors and label consist...

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Bibliographic Details
Main Authors: Larsson, M, Arnab, A, Zheng, S, Torr, P, Kahl, F
Format: Journal article
Language:English
Published: Society for Industrial & Applied Mathematics 2018