Test-time augmentation for 3D point cloud classification and segmentation
Data augmentation is a powerful technique to enhance the performance of a deep learning task but has received less attention in 3D deep learning. It is well known that when 3D shapes are sparsely represented with low point density, the performance of the downstream tasks drops significantly. This wo...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2024
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8963 https://ink.library.smu.edu.sg/context/sis_research/article/9966/viewcontent/2311.13152v1.pdf |
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| Institution: | Singapore Management University |
| Language: | English |