Road Traffic Monitoring from UAV Images Using Deep Learning Networks

In this paper, we propose a deep neural network-based method for estimating speed of vehicles on roads automatically from videos recorded using unmanned aerial vehicle (UAV). The proposed method includes the following; (1) detecting and tracking vehicles by analyzing the videos, (2) calculating the...

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Bibliographic Details
Main Authors: Sungwoo Byun, In-Kyoung Shin, Jucheol Moon, Jiyoung Kang, Sang-Il Choi
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/13/20/4027