Three-Dimensional Point Cloud Applications, Datasets, and Compression Methodologies for Remote Sensing: A Meta-Survey

Sensors, Journal Year: 2025, Volume and Issue: 25(6), P. 1660 - 1660

Published: March 7, 2025

This meta-survey provides a comprehensive review of 3D point cloud (PC) applications in remote sensing (RS), essential datasets available for research and development purposes, state-of-the-art compression methods. It offers exploration the diverse clouds sensing, including specialized tasks within field, precision agriculture-focused applications, broader general uses. Furthermore, that are commonly used remote-sensing-related surveyed, urban, outdoor, indoor environment datasets; vehicle-related object agriculture-related other more datasets. Due to their importance practical this article also surveys technologies from widely tree- projection-based methods recent deep learning (DL)-based technologies. study synthesizes insights previous reviews original identify emerging trends, challenges, opportunities, serving as valuable resource advancing use sensing.

Language: Английский

CooperFuse: A Real-Time Cooperative Perception Fusion Framework

2022 IEEE Intelligent Vehicles Symposium (IV), Journal Year: 2024, Volume and Issue: unknown, P. 533 - 538

Published: June 2, 2024

Language: Английский

Co-HTTP: Cooperative Trajectory Prediction with Heterogeneous Graph Transformer for Autonomous Driving*

2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Journal Year: 2024, Volume and Issue: unknown, P. 3033 - 3039

Published: Sept. 24, 2024

Language: Английский