Deteksi Pejalan Kaki Pada Video Dengan Metode Fastest Pedestrian Detector in the West (FPDW)

Abstract

— Pedestrian detection in video can be done offline for the purposes of analysis, such as analysis of pedestrian behavior, riots analysis and analysis of traffic accidents. In addition, pedestrian detection process is also done in real-time, such as for driving security systems, indoor navigation system, traffic control system at crossroads and so on. In this paper, a method FPDW (Fastest Pedestrian Detector in the West) will be tested to detect pedestrians in a video. Contribution of this paper is to add parameter of minimum confidence to the FPDW algorithm, to improve the accuracy of detection results. Experiments conducted on the video duration of 6 minutes 50 seconds extracted into 1 image per second.Keywords— pedestrian detector, FPDW, HOG, vide