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patchDPCC: A Patchwise Deep Compression Framework for Dynamic Point Clouds

Published in Proceedings of the AAAI Conference on Artificial Intelligence • Mar 24, 2024
NobleIDNI9P06W85R85S79
Authors:
Zirui Pan
,
Mengbai Xiao
,
Xu Han

Abstract

When compressing point clouds, point-based deep learning models operate points in a continuous space, which has a chance to minimize the geometric fidelity loss introduced by voxelization in preprocessing. But these methods could hardly scale to inputs with arbitrary points. Furthermore, the point c...

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