Mark Stevenson

Identifying safe intersection design through unsupervised feature extraction from satellite imagery

Jasper S Wijnands, Haifeng Zhao, Kerry A Nice, Jason Thompson, Katherine Scully, Jingqiu Guo, Mark Stevenson

Journal article  |  2020  |  Computer-Aided Civil and Infrastructure Engineering

The World Health Organization has listed the design of safer intersections as a key intervention to reduce global road trauma. Thi..

The probability of the 6-week lockdown in Victoria (commencing 9 July 2020) achieving elimination of community transmission ofSARS-CoV-2

Tony Blakely, Jason Thompson, Natalie Carvalho, Laxman Bablani, Nick Wilson, Mark Stevenson

Journal article  |  2020  |  The Medical Journal of Australia

Using Georeferenced Twitter Data to Estimate Pedestrian Traffic in an Urban Road Network

D Bhowmick, S Winter, M Stevenson

Journal article  |  2020  |  Leibniz International Proceedings in Informatics, LIPIcs

Streetscape augmentation using generative adversarial networks: Insights related to health and wellbeing

Jasper S Wijnands, Kerry A Nice, Jason Thompson, Haifeng Zhao, Mark Stevenson

Journal article  |  2020  |  Sustainable Cities and Society

Deep learning using neural networks has provided advances in image style transfer, merging the content of one image (e.g., a photo..

Associations of heavy vehicle driver employment type and payment methods with crash involvement in Australia

Wonmongo Lacina Soro, Narelle Haworth, Jason Edwards, Ashim Kumar Debnath, Darren Wishart, Mark Stevenson

Journal article  |  2020  |  Safety Science

Assessing injury severity of secondary incidents using support vector machines

Jing Li, Jingqiu Guo, Jasper S Wijnands, Rongjie Yu, Chengcheng Xu, Mark Stevenson

Journal article  |  2020  |  Journal of Transportation Safety & Security

Global road safety: a well-travelled road?

Mark Stevenson, Kavi Bhalla

Journal article  |  2020  |  International Journal of Injury Control and Safety Promotion

The "Paris-end" of Town?: Deriving Urban Typologies Using Three Imagery Types

Kerry Nice, Jason Thompson, Jasper Wijnands, Gideon Aschwanden, Mark Stevenson

Journal article  |  2020  |  Urban Science

Urban typologies allow areas to be categorised according to form and the social, demographic, and political uses of the areas. The..

Driver Self-Regulation Practices in Older Drivers with and Without Mild Cognitive Impairment.

Ying Ru Feng, Lynn Meuleners, Mark Stevenson, Jane Heyworth, Kevin Murray, Sean Maher

Journal article  |  2020  |  Clinical Interventions in Aging

Objective To assess the impact of cognitive, socio-demographic and driving-related characteristics on self-regulation practices in..

A global analysis of urban design types and road transport injury: an image processing study.

Jason Thompson, Mark Stevenson, Jasper S Wijnands, Kerry A Nice, Gideon Dpa Aschwanden, Jeremy Silver, Mark Nieuwenhuijsen, Peter Rayner, Robyn Schofield, Rohit Hariharan, Christopher N Morrison

Journal article  |  2020  |  Lancet Planetary Health

BACKGROUND: Death and injury due to motor vehicle crashes is the world's fifth leading cause of mortality and morbidity. City and ..