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Grid Based Spherical CNN for Object Detection from Panoramic Images

Recently proposed spherical convolutional neural networks (SCNNs) have shown advantages over conventional planar CNNs on classifying spherical images. However, two factors hamper their application in an objection detection task. First, a convolution in S2 (a two-dimensional sphere in three-dimension...

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Detalles Bibliográficos
Publicado en:Sensors (Basel)
Main Authors: Yu, Dawen, Ji, Shunping
Formato: Artigo
Idioma:Inglês
Publicado: MDPI 2019
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6603645/
https://ncbi.nlm.nih.gov/pubmed/31181854
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19112622
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