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Dat Thanh Nguyen

2 accepted papers

2023

Deep Probabilistic Model for Lossless Scalable Point Cloud Attribute Compression

ICASSP 2023accepted

In recent years, several point cloud geometry compression methods that utilize advanced deep learning techniques have been proposed, but there are limited works on attribute compression, especially lossless compression. In this work, we build an end-to-end multiscale point cloud attribute coding met…

Cited by 0SourceScholar
2021

Learning-Based Lossless Compression of 3D Point Cloud Geometry

ICASSP 2021accepted

This paper presents a learning-based, lossless compression method for static point cloud geometry, based on context-adaptive arithmetic coding. Unlike most existing methods working in the octree domain, our encoder operates in a hybrid mode, mixing octree and voxel-based coding. We adaptively partit…

Cited by 0SourceScholar