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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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Bibliografische gegevens
Gepubliceerd in:Sensors (Basel)
Hoofdauteurs: Yu, Dawen, Ji, Shunping
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI 2019
Onderwerpen:
Online toegang: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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