Roi-guided point cloud geometry compression towards human and machine vision
Point cloud data is pivotal in applications like autonomous driving, virtual reality, and
robotics. However, its substantial volume poses significant challenges in storage and …
robotics. However, its substantial volume poses significant challenges in storage and …
PCHMVision: An Open-Source Library of Point Cloud Compression for Human and Machine Vision
L Xie, W Gao - Proceedings of the 32nd ACM International …, 2024 - dl.acm.org
In today's era, three-dimensional point cloud data is not only voluminous but also widely
applicable. Therefore, data compression has become a crucial step prior to processing …
applicable. Therefore, data compression has become a crucial step prior to processing …
Compressed point cloud classification with point-based edge sampling
Abstract 3D point cloud data, as an immersive detailed data source, has been increasingly
used in numerous applications. To deal with the computational and storage challenges of …
used in numerous applications. To deal with the computational and storage challenges of …