A new methodology applied to dynamic object detection and tracking systems for visually impaired people. (July 2019)

• Record Type: Journal Article
• Authors: Cordeiro, Natal Henrique; Pedrino, Emerson Carlos
• Is Part Of: Computers & electrical engineering. Volume 77(2019)
• Page Start: 61
• Page End: 71
• Publication Date: 2019-07
• Subjects: Dynamic objects -- Detection -- Segmentation -- Tracking -- 3D Mapping -- Visually impaired people; Computer engineering -- Periodicals; Electrical engineering -- Periodicals; Electrical engineering -- Data processing -- Periodicals; Ordinateurs -- Conception et construction -- Périodiques; Électrotechnique -- Périodiques; Électrotechnique -- Informatique -- Périodiques; Computer engineering; Electrical engineering; Electrical engineering -- Data processing; Periodicals; Electronic journals; 621.302854
• DOI: 10.1016/j.compeleceng.2019.05.003
• Languages: English
• ISSNs: 0045-7906

Abstract

Abstract: The presence of dynamic objects (DO) affect the mobility of the visually impaired people (VIP) and so it is important to indicate the safest areas to move in. This article presents a new methodology for detecting and tracking DO to reproduce their paths. This methodology consists of: a requirements analysis specific to the context of the VIP; the development of four architectures adapted to the VIP; the generation of a 3D map composed of paths made by DO; and a comparative analysis between the architectures in order to obtain the best solution from the union of the best characteristics detected. These architectures, the main adaptations being related to the factors of illumination and movement undergone by the acquisition sensors that can interfere with the process of DO segmentation. Experiments were performed in different environments with the absence and presence of movement of the acquisition sensors.