ShellNet: Efficient point cloud convolutional neural networks using concentric shells statistics

Deep learning with 3D data has progressed significantly since the introduction of convolutional neural networks that can handle point order ambiguity in point cloud data. While being able to achieve good accuracies in various scene understanding tasks, previous methods often have low training speed...

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Bibliographic Details
Main Authors: ZHANG, Zhiyuan, HUA, Binh-Son, YEUNG, Sai-Kit
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2019
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Online Access:https://ink.library.smu.edu.sg/sis_research/7943
https://ink.library.smu.edu.sg/context/sis_research/article/8946/viewcontent/Zhang_ShellNet_Efficient_Point_Cloud_Convolutional_Neural_Networks_Using_Concentric_Shells_ICCV_2019_paper.pdf
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Institution: Singapore Management University
Language: English

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