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Improvement of automatic building region extraction based on deep neural network segmentation

ABSTRACTThis work seeks to improve the accuracy of building region extraction, in which each pixel in a scenery image is determined to be part of a building or part of the background. Specifically, UNet++ and MANet, which are state-of-the-art deep neural networks (DNNs) for segmentation, were applie...

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Principais autores: Noboru Hayasaka, Yuki Shirazawa, Mizuki Kanai, Takuya Futagami
Formato: Artigo
Idioma:Inglês
Publicado em: Taylor & Francis Group 2023-10-01
coleção:Journal of Information and Telecommunication
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Acesso em linha:https://www.tandfonline.com/doi/10.1080/24751839.2023.2197276
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