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DTS-Net: Depth-to-Space Networks for Fast and Accurate Semantic Object Segmentation

We propose Depth-to-Space Net (DTS-Net), an effective technique for semantic segmentation using the efficient sub-pixel convolutional neural network. This technique is inspired by depth-to-space (DTS) image reconstruction, which was originally used for image and video super-resolution tasks, combine...

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Detalles Bibliográficos
Autores principales: Ibrahem, Hatem, Salem, Ahmed, Kang, Hyun-Soo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749585/
https://www.ncbi.nlm.nih.gov/pubmed/35009879
http://dx.doi.org/10.3390/s22010337