Affiliation:
1. Department of Mechanical Engineering, Ibaraki University, Hitachi 316-8511, Ibaraki, Japan
Abstract
A low-cost light detection and ranging (LiDAR) device has several advantages including being able to perform a wide range of angle measurements, less privacy concerns, and robustness to illumination variance owing to its use of infrared (IR) light. In this study, to enhance the visitor experience at a science museum, three case studies using low-cost LiDAR sensors are presented: (1) an interactive floor projection to learn about the phases of the Moon; (2) an information kiosk with touchless interaction and visitor tracking; and (3) a visitor tracking box with horizontal and vertical scanning. The proposed kiosk system uses a mirror to reflect a portion of the scanning plane of the LiDAR sensor, to allow the capture of touchless interactions, track visitor positions, and count the number of nearby visitors. The visitor tracking box also uses two detection planes reflected by a mirror: the vertical plane is for counting visitors crossing the scanning plane and the horizontal plane is for tracking visitor positions to generate the corresponding heat maps for the visualization of museum hotspots. A series of evaluation experiments were conducted at a science museum, whereby an accuracy of 85% was obtained to estimate the number of visitors, with an accuracy increasing in counting people taller than 140 cm. The interactive floor received a visitor rating of 4.3–4.4 on a scale of 1–5.
Subject
Electrical and Electronic Engineering,Computer Networks and Communications,Hardware and Architecture,Signal Processing,Control and Systems Engineering
Reference39 articles.
1. SICK (2023, July 18). Using 2D Laser Scanners to Protect Larger Objects or Multiple Objects in a Museum. Available online: https://www.sick.com/ch/en/industries/building-safety-and-security/indoor-safety-and-security/object-surveillance/using-2d-laser-scanners-to-protect-larger-objects-or-multiple-objects-in-a-museum/c/p394352.
2. Object Detection From a Few LIDAR Scanning Planes;Rozsa;IEEE Trans. Intell. Veh.,2019
3. HeteroFusion: Dense Scene Reconstruction Integrating Multi-Sensors;Yang;IEEE Trans. Vis. Comput. Graph.,2020
4. Masini, N., and Soldovieri, F. (2017). Sensing the Past 16, Springer International Publishing.
5. Guyot, A., Hubert-Moy, L., and Lorho, T. (2018). Detecting Neolithic Burial Mounds from LiDAR-Derived Elevation Data Using a Multi-Scale Approach and Machine Learning Techniques. Remote Sens., 10.
Cited by
3 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Calculation of Museum Collections Popularity Using Detection and Tracking of Visitors From Surveillance Cameras in Low Light Conditions;2024 International Seminar on Intelligent Technology and Its Applications (ISITIA);2024-07-10
2. Interactive Projection on Objects: Book and Castle Ruin Model Cases in a Museum;2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR);2024-01-17
3. Visitor Counting in a Museum with a 2D LiDAR Sensor;2023 IEEE 12th Global Conference on Consumer Electronics (GCCE);2023-10-10