Pedestrian Detection and Tracking System Based on Deep-SORT, YOLOv5, and New Data Association Metrics

Pedestrian Detection and Tracking System Based on Deep-SORT, YOLOv5, and New Data Association Metrics

Pedestrian tracking and detection have become critical aspects of advanced driver assistance systems (ADASs), due to their academic and commercial potential. Their objective is to locate various pedestrians in videos and assign them unique identities. The data association task is problematic, partic...

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Bibliographic Details
Main Authors: Mohammed Razzok, Abdelmajid Badri, Ilham El Mourabit, Yassine Ruichek, Aïcha Sahel
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Information
Subjects:
multi-object tracking
Deep-SORT
YOLO v5
cost matrix
Hungarian algorithm
data association
Online Access:https://www.mdpi.com/2078-2489/14/4/218

Internet

https://www.mdpi.com/2078-2489/14/4/218

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