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A top-down manner-based DCNN architecture for semantic image segmentation

Given their powerful feature representation for recognition, deep convolutional neural networks (DCNNs) have been driving rapid advances in high-level computer vision tasks. However, their performance in semantic image segmentation is still not satisfactory. Based on the analysis of visual mechanism...

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Detalles Bibliográficos
Autores principales: Qiao, Kai, Chen, Jian, Wang, Linyuan, Zeng, Lei, Yan, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5365135/
https://www.ncbi.nlm.nih.gov/pubmed/28339486
http://dx.doi.org/10.1371/journal.pone.0174508

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