Real time object detection and trackingsystem for video surveillance system

• Published in: Multimedia tools and applications Vol. 80; no. 3; pp. 3981 - 3996
• Main Authors: Jha, Sudan, Seo, Changho, Yang, Eunmok, Joshi, Gyanendra Prasad
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.01.2021; Springer Nature B.V
• Subjects: Algorithms; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Edge computing; Machine learning; Multimedia Information Systems; Object recognition; Real time; Special Purpose and Application-Based Systems; Surveillance; Telematics; Tracking; Video surveillance; Object tracking; Artificial intelligence; Object detection; Edge computing

This paper introduces a system capable of real-time video surveillance in low-end edge computing environment by combining object detection tracking algorithm. Recently, the accuracy of object detection has been improved due to the performance of approaches based on deep learning algorithm such as re...