Identifying safe intersection design through unsupervised feature extraction from satellite imagery

Author:

Wijnands Jasper S.1,Zhao Haifeng1,Nice Kerry A.1,Thompson Jason1,Scully Katherine1,Guo Jingqiu2,Stevenson Mark134

Affiliation:

1. Transport, Health and Urban Design Research Lab, Melbourne School of Design The University of Melbourne VIC Australia

2. Key Laboratory of Road and Traffic Engineering of the Ministry of Education Tongji University Shanghai China

3. Melbourne School of Engineering The University of Melbourne VIC Australia

4. Melbourne School of Population and Global Health The University of Melbourne VIC Australia

Funder

National Health and Medical Research Council

Publisher

Wiley

Subject

Computational Theory and Mathematics,Computer Graphics and Computer-Aided Design,Computer Science Applications,Civil and Structural Engineering

Reference60 articles.

1. Abadi M. Agarwal A. Barham P. Brevdo E. Chen Z. Citro C. ...Zheng X.(2015).TensorFlow: Large‐scale machine learning on heterogeneous systems. Software available from tensorflow.org.

2. Factors Affecting Highway Safety, Health Care Services, and Motorization—An Exploratory Empirical Analysis using Aggregate Data

3. Assessing safety critical braking events in naturalistic driving studies;Bagdadi O.;Transportation Research Part F: Traffic Psychology and Behaviour,2013

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