Image-Based Learning to Measure the Space Mean Speed on a Stretch of Road without the Need to Tag Images with Labels

Image-Based Learning to Measure the Space Mean Speed on a Stretch of Road without the Need to Tag Images with Labels

Space mean speed cannot be directly measured in the field, although it is a basic parameter that is used to evaluate traffic conditions. An end-to-end convolutional neural network (CNN) was adopted to measure the space mean speed based solely on two consecutive road images. However, tagging images w...

Full description

Bibliographic Details
Main Authors: Jincheol Lee, Seungbin Roh, Johyun Shin, Keemin Sohn
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Sensors
Subjects:
space mean speed
convolutional neural network (CNN)
cycle-consistent adversarial network (CycleGAN)
traffic surveillance
traffic prediction
Online Access:http://www.mdpi.com/1424-8220/19/5/1227

Internet

http://www.mdpi.com/1424-8220/19/5/1227

Similar Items