A New Real-Time Detection and Tracking Method in Videos for Small Target Traffic Signs

A New Real-Time Detection and Tracking Method in Videos for Small Target Traffic Signs

It is a challenging task for self-driving vehicles in Real-World traffic scenarios to find a trade-off between the real-time performance and the high accuracy of the detection, recognition, and tracking in videos. This issue is addressed in this paper with an improved YOLOv3 (You Only Look Once) and...

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Bibliographic Details
Main Authors: Shaojian Song, Yuanchao Li, Qingbao Huang, Gang Li
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Applied Sciences
Subjects:
object detection
multi-object tracking
improved YOLOv3
deep learning
self-driving vehicles
Online Access:https://www.mdpi.com/2076-3417/11/7/3061

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