Contact

Email

jasper.wijnands@unimelb.edu.au

Credentials

Position
Research Fellow - Arc Telematics Trial
Architecture, Building and Planning
Education
Science
University of Melbourne
Business Mathematics & Informatics
Vrije Universiteit Amsterdam
Business Mathematics & Informatics
Vrije Universiteit Amsterdam
ORCID

0000-0002-5832-4134

Dr. Jasper Wijnands

Research Fellow - Arc Telematics Trial
Architecture, Building and Planning
27 Scholarly works
1 Projects

HIGHLIGHTS

  • 2020

    Journal article

    Identifying safe intersection design through unsupervised feature extraction from satellite imagery
    DOI: 10.1111/mice.12623
  • 2020

    Journal article

    Streetscape augmentation using generative adversarial networks: Insights related to health and wellbeing
    DOI: 10.1016/j.scs.2019.101602
  • 2020

    Journal article

    Modeling and interpreting road geometry from a driver's perspective using variational autoencoders
    DOI: 10.1111/mice.12594
  • 2020

    Journal article

    A global analysis of urban design types and road transport injury: an image processing study.
    DOI: 10.1016/S2542-5196(19)30263-3
  • 2019

    Journal article

    Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks
    DOI: 10.1007/s00521-019-04506-0
  • 2018

    Research Grant

    Identification of road design characteristics associated with unsafe driving behaviours using in-vehicle telematics
  • 2018

    Journal article

    Identifying behavioural change among drivers using Long Short-Term Memory recurrent neural networks
    DOI: 10.1016/j.trf.2017.12.006
Jasper Wijnands

Latest Honours,
Awards and Fellowships

2019
Best Presentation Award ("Extracting knowledge from imagery using deep autoencoders") International Conference on Big Data Research 2019, Paris
2017
PhD Award: selected to attend the Global Young Scientist Summit 2017, Singapore Chancellery Research, The University of Melbourne

RECENT SCHOLARLY WORKS