Encoder-Decoder With Cascaded CRFs for Semantic Segmentation

When dealing with semantic segmentation, how to locate the object boundary information more accurately is a key problem to distinguish different objects better. The existing methods lose some image information more or less in the process of feature extraction, which also includes the boundary and co...

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Bibliographic Details

Published in:	IEEE transactions on circuits and systems for video technology Vol. 31; no. 5; pp. 1926 - 1938
Main Authors:	Ji, Jian, Shi, Rui, Li, Sitong, Chen, Peng, Miao, Qiguang
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.05.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	boundary location Coders Computer vision Conditional random fields Convolution Decoding encoder-decoder Encoders-Decoders Feature extraction fully convolution network Image segmentation Multilayers Semantic segmentation Semantics Task analysis
ISSN:	1051-8215, 1558-2205
Online Access:	Get full text
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