Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction

Anurag Arnab, Shuai Zheng 0001, Sadeep Jayasumana, Bernardino Romera-Paredes, Måns Larsson, Alexander Kirillov, Bogdan Savchynskyy, Carsten Rother, Fredrik Kahl, Philip H. S. Torr. Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction. IEEE Signal Process. Mag., 35(1):37-52, 2018. [doi]

Authors

Anurag Arnab

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Shuai Zheng 0001

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Sadeep Jayasumana

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Bernardino Romera-Paredes

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Måns Larsson

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Alexander Kirillov

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Bogdan Savchynskyy

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Carsten Rother

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Fredrik Kahl

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Philip H. S. Torr

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