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Wall segmentation in 2D images using convolutional neural networks

Wall segmentation is a special case of semantic segmentation, and the task is to classify each pixel into one of two classes: wall and no-wall. The segmentation model returns a mask showing where objects like windows and furniture are located, as well as walls. This article proposes the module’s str...

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Detalles Bibliográficos
Autores principales: Bjekic, Mihailo, Lazovic, Ana, K, Venkatachalam, Bacanin, Nebojsa, Zivkovic, Miodrag, Kvascev, Goran, Nikolic, Bosko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10557507/
https://www.ncbi.nlm.nih.gov/pubmed/37810356
http://dx.doi.org/10.7717/peerj-cs.1565