Temporal Correlation Optimization for Accelerated 3D Sparse Convolution in Point Cloud Inference on CPU

3D point clouds primarily consist of irregular, sparse data, dominated by background elements. The inherent irregularity of 3D point clouds induces elevated data movement, while the predominance of background points significantly amplifies computational requirements. Inspired by the substantial over...

Full description

Saved in:
Bibliographic Details
Main Authors: Chen Zhu, Li Chen, Qunsong Ye, Wei Li, Zushuai Xie
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/6/3382
Tags: Add Tag
No Tags, Be the first to tag this record!