Higher Order Conditional Random Fields in Deep Neural Networks

We address the problem of semantic segmentation using deep learning. Most segmentation systems include a Conditional Random Field (CRF) to produce a structured output that is consistent with the image’s visual features. Recent deep learning approaches have incorporated CRFs into Convolutional Neural...

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Bibliographic Details
Main Authors: Arnab, A, Jayasumana, S, Zheng, S, Torr, P
Format: Conference item
Published: Springer Verlag 2016