Real-Time Human Detection and Tracking System: A Novel Comparative Study of Centroid Tracking, Single Shot Detection and YOLO Algorithms

• Main Authors: Chua, Dewey Ellis P, Recto, King Harold A, Mayuga, Gian Paolo
• Format: text
• Published: Archīum Ateneo 2023
• Subjects: Object Detection; Object Tracking; Centroid Tracking Algorithm; Single Shot Detector; YOLO; Electrical and Computer Engineering; Engineering
• Online Access: https://archium.ateneo.edu/ecce-faculty-pubs/171; https:/doi.org/10.1109/ICONNIC59854.2023.10467636
• Institution: Ateneo De Manila University

This study presents the development of a device capable of implementing social distancing monitoring using Centroid Tracking Algorithm, Single Shot Detector (SSD), and YOLO which run on powerful computers or servers with dedicated GPUs due to their complex computations and resource-intensive deep le...