Image Filtering Techniques for Object Recognition in Autonomous Vehicles

• Published in: J.UCS (Annual print and CD-ROM archive ed.) Vol. 30; no. 1; pp. 49 - 84
• Main Authors: Hien, Ngo Le Huy, Kor, Ah-Lian, Ang, Mei Choo, Rondeau, Eric, Georges, Jean-Philippe
• Format: Journal Article
• Language: English
• Published: Bristol Pensoft Publishers 01.01.2024; Graz University of Technology, Institut für Informationssysteme und Computer Medien; Graz University of Technology
• Subjects: Algorithms; Analysis; Automatic; Autonomous Vehicle; Autonomous vehicles; Deep Learning; Driverless cars; Engineering Sciences; Image filters; Literature reviews; Machine learning; Navigation systems; Object Recognit; Object recognition; Traffic congestion; Two dimensional analysis; Vehicles

The deployment of autonomous vehicles has the potential to significantly lessen the variety of current harmful externalities, (such as accidents, traffic congestion, security, and environmental degradation), making autonomous vehicles an emerging topic of research. In this paper, a literature review...