Proceedings of the Korea Information Processing Society Conference (한국정보처리학회:학술대회논문집)
- 2019.05a
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- Pages.498-500
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- 2019
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- 2005-0011(pISSN)
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- 2671-7298(eISSN)
DOI QR Code
Dense Neural Network Graph-based Point Cloud classification
밀집한 신경망 그래프 기반점운의 분류
- El Khazari, Ahmed (Dept. of Computer Science and Engineering, Chonbuk National University) ;
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lee, Hyo Jong
(Dept. of Computer Science and Engineering, Chonbuk National University)
- Published : 2019.05.10
Abstract
Point cloud is a flexible set of points that can provide a scalable geometric representation which can be applied in different computer graphic task. We propose a method based on EdgeConv and densely connected layers to aggregate the features for better classification. Our proposed approach shows significant performance improvement compared to the state-of-the-art deep neural network-based approaches.
Keywords