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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...
Autores principales: | Wang, Yunyan, Wang, Chongyang, Wu, Huaxuan, Chen, Peng |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8769336/ https://www.ncbi.nlm.nih.gov/pubmed/35045083 http://dx.doi.org/10.1371/journal.pone.0261582 |
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