Advancing 3D point cloud understanding through deep transfer learning: A comprehensive survey
The 3D point cloud (3DPC) has significantly evolved and benefited from the advance of
deep learning (DL). However, the latter faces various issues, including the lack of data or …
deep learning (DL). However, the latter faces various issues, including the lack of data or …
Video-to-text pedestrian monitoring (vtpm): Leveraging computer vision and large language models for privacy-preserve pedestrian activity monitoring at intersections
Computer vision has advanced research methodologies, enhancing system services across
various fields. It is a core component in traffic monitoring systems for improving road safety; …
various fields. It is a core component in traffic monitoring systems for improving road safety; …
Towards intelligent environments: Human sensing through 3d point cloud
To realize the concept of “Society 5.0”, which seeks to enhance well-being by integrating the
Internet of Things to connect people, objects, and environments, intelligent environments are …
Internet of Things to connect people, objects, and environments, intelligent environments are …
RISense: 6G-Enhanced Human Activity Recognition System with RIS and Deep LDA
Human Activity Recognition (HAR) systems hold great potential in aiding disabled and
elderly individuals to live independently. Various approaches have been suggested for …
elderly individuals to live independently. Various approaches have been suggested for …
Privacy Preserved Taxi Demand Prediction System for Distributed Data
Accurate taxi-demand prediction is essential for optimizing taxi operations and enhancing
urban transportation services. However, using customers' data in these systems raises …
urban transportation services. However, using customers' data in these systems raises …
Data Protection Regulation Compliant Dataset Generation for LiDAR-Based People Detection Using Neural Networks
L Haas, J Zedelmeier, F Bindges… - 2024 Conference on …, 2024 - ieeexplore.ieee.org
The use of LiDAR sensor technology for people detection offers a significant advantage in
terms of data pro-tection. In LiDAR point clouds, unlike camera images, people can be …
terms of data pro-tection. In LiDAR point clouds, unlike camera images, people can be …