International Journal

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Authors

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin P. Murphy, Alan Yuille

Journal

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year Published

2017

Publisher

IEEE Computer Society

Citations

22618 citations

Type

Article

Language

EN

Topics & Concepts

Conditional random field (0.81) Artificial intelligence (0.73) Computer science (0.69) Pattern recognition (psychology) (0.67) Upsampling (0.66)

Abstract

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs - Full text available via OpenAlex

Author Details

Liang-Chieh Chen

ORCID

George Papandreou

ORCID

Iasonas Kokkinos

ORCID

Kevin P. Murphy

ORCID

Alan Yuille

ORCID

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