Title: Development of marker-based augmented reality system for object detection in an optimum latency time
Authors: Suman Bhakar; Devershi Pallavi Bhatt
Addresses: Department of Computer Science and Engineering, Manipal University Jaipur, Jaipur-Ajmer Expressway, Rajasthan 303007, India ' Department of Computer Science and Engineering, Manipal University Jaipur, Jaipur-Ajmer Expressway, Rajasthan 303007, India
Abstract: Augmented reality is an emerging technique to monitor real-time environment to take a decision based on the collected data. With the advancement in the concept of augmented reality and rapid development of robots, there is a need to develop a system or a method to reduce the latency in the most challenging conditions. Although, now some applications are using marker less augmented reality technique due to complications in object detection and tracking in Boston dynamics (robotics) and real-time application we relied on fiducial marker based system. This paper mainly proposes an AR system which explains a guideline to detect the fiducial marker by an object (unidirectional movement) at minimum latency time. In this experiment, fiducial marker detection and position orientation with respect to the camera has been processed by 'Aforge.NET Framework' in combination with C# language and pose estimation. We designed machine marker detection algorithm and mathematics equation which compute the latency time in different challenging conditions lux, distance frame per second of camera in an optimum latency time.
Keywords: fiducial marker; POSIT; object detection; latency time; camera; augmented reality; lux; distance.
International Journal of Product Development, 2019 Vol.23 No.2/3, pp.185 - 200
Received: 30 Jun 2018
Accepted: 01 Oct 2018
Published online: 02 Apr 2019 *