Lane-based estimation of travel time distributions by vehicle type via vehicle re-identification using low-resolution video images
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Intelligent Transportation Systems"
DOI: 10.1080/15472450.2022.2027767
Abstract: Abstract Travel time estimation plays an essential role in the high-granular traffic control and management of urban roads with distinct lane-changing conditions among lanes. However, little attention has been given to the estimation of distributions… read more here.
Keywords: vehicle; travel time; lane based; vehicle type ... See more keywords
Vehicle Type Recognition From Surveillance Data Based on Deep Active Learning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2020.2967077
Abstract: Vehicle type recognition (VTR) from surveillance data has recently received increasing attention in both intelligent transportation and computer vision field. The deep learning techniques, e.g., convolutional neural networks (CNNs), have provided great progress in tasks… read more here.
Keywords: surveillance; type recognition; based deep; framework ... See more keywords
Semisupervised PCA Convolutional Network for Vehicle Type Classification
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2020.3000306
Abstract: In the vehicle type classification area, the necessity to improve classification performance across traffic surveillance cameras has garnered attention in research especially on high level feature extraction and classification. The backpropagation (BP) training approach of… read more here.
Keywords: classification; network; vehicle; vehicle type ... See more keywords
The effect of transportation and safety attitudes, personality, and lifestyle on vehicle type choice: a case study of Tehran
Sign Up to like & getrecommendations! Published in 2019 at "Scientia Iranica"
DOI: 10.24200/sci.2019.52402.2697
Abstract: In recent years, researchers have paid specific attention to safety, air pollution, and energy consumption, which are all affected by the vehicle type. The primary objective of this study is to achieve a thorough understanding… read more here.
Keywords: vehicle; transportation; safety attitudes; vehicle type ... See more keywords