Learning sequential slice representation with an attention-embedding network for 3D shape recognition and retrieval in MLS point clouds

Zhipeng Luo; Di Liu; Jonathan Li; Yiping Chen; Zhenlong Xiao; José Marcato; Wesley Nunes Gonçalves; Cheng Wang

doi:10.1016/j.isprsjprs.2020.01.003

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Learning sequential slice representation with an attention-embedding network for 3D shape recognition and retrieval in MLS point clouds

Zhipeng Luo Di Liu Jonathan Li Yiping Chen Zhenlong Xiao José Marcato Wesley Nunes Gonçalves Cheng Wang

Year: 2020 Journal: ISPRS Journal of Photogrammetry and Remote Sensing Vol: 161 Pages: 147-163 Publisher: Elsevier BV

DOI: 10.1016/j.isprsjprs.2020.01.003

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Keywords:

Point cloud Computer science Embedding Artificial intelligence Pattern recognition (psychology) Representation (politics) Graph Feature (linguistics) Convolution (computer science) Artificial neural network Theoretical computer science

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3.13

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115

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0.91

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Topics

3D Surveying and Cultural Heritage

Physical Sciences → Earth and Planetary Sciences → Geology

Remote Sensing and LiDAR Applications

Physical Sciences → Environmental Science → Environmental Engineering

3D Shape Modeling and Analysis

Physical Sciences → Engineering → Computational Mechanics

Learning sequential slice representation with an attention-embedding network for 3D shape recognition and retrieval in MLS point clouds

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Citation History

Topics

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