Convolutional neural network for vehicle detection in low resolution traffic videos

• Main Authors: Bautista, Carlo Migel, Dy, Clifford Austin, Mañalac, Miguel Iñigo, Orbe, Raphael Angelo, Cordel, Macario
• Format: text
• Published: Animo Repository 2016
• Subjects: Vehicle detectors; Neural networks (Computer science); Traffic monitoring; Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/3013
• Institution: De La Salle University

Recent works on Convolutional Neural Network (CNN) in object detection and identification show its superior performance over other systems. It is being used on several machine vision tasks such as in face detection, OCR and traffic monitoring. These systems, however, use high resolution images which...