An improved Deeplabv3+ semantic segmentation algorithm with multiple loss constraints

Aiming at the problems of low segmentation accuracy and inaccurate object boundary segmentation in current semantic segmentation algorithms, a semantic segmentation algorithm using multiple loss function constraints and multi-level cascading residual structure is proposed. The multi-layer cascaded r...

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Bibliographic Details
Main Authors: Yunyan Wang, Chongyang Wang, Huaxuan Wu, Peng Chen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8769336/?tool=EBI