Real-Time Analysis and Profiling of Coordinated Movements in Two-Dimensional Space using Footage from Multiple Cameras
Author(s) -
Grace Amankwah,
William Morgan-Darko,
Chunting Yang
Publication year - 2019
Publication title -
international journal of computer applications
Language(s) - English
Resource type - Journals
ISSN - 0975-8887
DOI - 10.5120/ijca2019918795
Subject(s) - profiling (computer programming) , computer science , artificial intelligence , computer graphics (images) , operating system
Coordinated movements in teams involve strategic positioning and motions that are coordinated among a team of people. Since there are numerous coordinated movements that are in common use by military, criminal and sporting teams, experts in the fields of security and sports dedicate much of their time to understanding, devising and recognizing tactics that are in play in a particular scenario. In this study, a framework for automated analysis and profiling of coordinated movements using the machine vision techniques of visual object tracking and 3-dimensional reconstruction is discussed. The study also considers the feasibility of using real-time analysis of coordinated movements in assisted surveillance to buttress security. In this paper, a simplified description of the framework is proposed and its operation is explained. General Terms Machine Vision, Machine Learning, Pattern Recognition
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