Title
Real-Time Traffic Flow Parameter Estimation From UAV Video Based on Ensemble Classifier and Optical Flow.
Abstract
Recently, the availability of unmanned aerial vehicle (UAV) opens up new opportunities for smart transportation applications, such as automatic traffic data collection. In such a trend, detecting vehicles and extracting traffic parameters from UAV video in a fast and accurate manner is becoming crucial in many prospective applications. However, from the methodological perspective, several limitati...
Year
DOI
Venue
2019
10.1109/TITS.2018.2797697
IEEE Transactions on Intelligent Transportation Systems
Keywords
Field
DocType
Parameter estimation,Monitoring,Roads,Unmanned aerial vehicles,Optical imaging,Estimation,Adaptive optics
Computer vision,Data collection,Traffic flow,Convolutional neural network,Real-time computing,Haar-like features,Artificial intelligence,Estimation theory,Engineering,Classifier (linguistics),Optical flow,Computational complexity theory
Journal
Volume
Issue
ISSN
20
1
1524-9050
Citations 
PageRank 
References 
13
0.71
0
Authors
5
Name
Order
Citations
PageRank
Ke Ruimin1896.69
Zhibin Li2416.93
Jinjun Tang3504.63
Zewen Pan4130.71
Yinhai Wang529239.37