A novel image-based convolutional neural network approach for traffic congestion estimation

Domain adaptation from daytime to nighttime: A situation-sensitive vehicle detection and traffic flow parameter estimation framework

(2021) Jinlong Li et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Detection and tracking of pedestrians and vehicles using roadside LiDAR sensors

(2019) Junxuan Zhao et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A deep learning approach for quality enhancement of surveillance video

(2019) Dandan Ding et al.   Journal of Intelligent Transportation Systems

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Image-Based Learning to Measure Traffic Density Using a Deep Convolutional Neural Network

(2018) Jiyong Chung et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Real-Time Traffic Flow Parameter Estimation From UAV Video Based on Ensemble Classifier and Optical Flow

(2018) Ruimin Ke et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Locality constraint distance metric learning for traffic congestion detection

(2018) Qi Wang et al.   PATTERN RECOGNITION

Vehicle classification from low-frequency GPS data with recurrent neural networks

(2018) Matteo Simoncini et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Management of traffic congestion in adaptive traffic signals using a novel classification-based approach

(2018) Ali Sadollah et al.   ENGINEERING OPTIMIZATION

Automated Traffic Surveillance System with Aerial Camera Arrays Imagery: Macroscopic Data Collection with Vehicle Tracking

(2017) Xi Zhao et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Urban traffic congestion estimation and prediction based on floating car trajectory data

(2016) Xiangjie Kong et al.   Future Generation Computer Systems-The International Journal of eScience

Congested scene classification via efficient unsupervised feature learning and density estimation

(2016) Yuan Yuan et al.   PATTERN RECOGNITION

Urban Traffic Flow Prediction Using a Spatio-Temporal Random Effects Model

(2015) Yao-Jan Wu et al.   Journal of Intelligent Transportation Systems

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Symmetrical SURF and Its Applications to Vehicle Detection and Vehicle Make and Model Recognition

(2014) Jun-Wei Hsieh et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Deploying a network of smart cameras for traffic monitoring on a “city kernel”

(2013) Luca Calderoni et al.   EXPERT SYSTEMS WITH APPLICATIONS

Video-based traffic data collection system for multiple vehicle types

(2013) Shuguang Li et al.   IET Intelligent Transport Systems

Length-based vehicle classification using event-based loop detector data

(2013) Henry X. Liu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Vehicle detection and tracking in airborne videos by multi-motion layer analysis

(2011) Xianbin Cao et al.   MACHINE VISION AND APPLICATIONS

An algorithm for the recognition of levels of congestion in road traffic problems

(2007) Angélica Lozano et al.   MATHEMATICS AND COMPUTERS IN SIMULATION