Applying machine learning and google street view to explore effects of drivers’ visual environment on traffic safety

Factors Contributing to Operating Speeds on Arterial Roads by Context Classifications

(2021) Nada Mahmoud et al.   Journal of Transportation Engineering Part A-Systems

Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions

(2021) Shih-Yuan Yu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Real-time crash prediction on expressways using deep generative models

(2020) Qing Cai et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Applying fractional split model to examine the effects of roadway geometric and traffic characteristics on speeding behavior

(2019) Amir Pooyan Afghari et al.   Traffic Injury Prevention

An ensemble machine learning‐based modeling framework for analysis of traffic crash frequency

(2019) Xiang Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Mining automatically extracted vehicle trajectory data for proactive safety analytics

(2019) Kun Xie et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A novel method for predicting and mapping the occurrence of sun glare using Google Street View

(2019) Xiaojiang Li et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Effects of visual complexity of in-vehicle information display: Age-related differences in visual search task in the driving context

(2019) Seul Chan Lee et al.   APPLIED ERGONOMICS

Mapping sky, tree, and building view factors of street canyons in a high-density urban environment

(2018) Fang-Ying Gong et al.   BUILDING AND ENVIRONMENT

A deep learning approach for detecting traffic accidents from social media data

(2018) Zhenhua Zhang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Urban form and composition of street canyons: A human-centric big data and deep learning approach

(2018) Ariane Middel et al.   LANDSCAPE AND URBAN PLANNING

Use of Google Street View to Assess Environmental Contributions to Pedestrian Injury

(2016) Stephen J. Mooney et al.   AMERICAN JOURNAL OF PUBLIC HEALTH

Does Roadside Vegetation Affect Driving Performance?

(2015) Alessandro Calvi   TRANSPORTATION RESEARCH RECORD

Assessing street-level urban greenery using Google Street View and a modified green view index

(2015) Xiaojiang Li et al.   URBAN FORESTRY & URBAN GREENING

Camera calibration and vehicle tracking: Highway traffic video analytics

(2014) Yiwen Wan et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Make3D: Learning 3D Scene Structure from a Single Still Image

(2009) A. Saxena et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Accurate and efficient processor performance prediction via regression tree based modeling

(2009) Bin Li et al.   JOURNAL OF SYSTEMS ARCHITECTURE

Can you see green? Assessing the visibility of urban forests in cities

(2009) Jun Yang et al.   LANDSCAPE AND URBAN PLANNING