Jasper S. Wijnands

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 12

Top Topics

Machine Learning

Driving Behavior

Feature Analysis

Mobile Platform

Top Venues

Comput. Aided Civ. Infrastructure Eng.

Neural Comput. Appl.

Publications

Sachith Seneviratne, Jasper S. Wijnands, Kerry A. Nice, Haifeng Zhao, Branislava Godic, Suzanne Mavoa, Rajith Vidanaarachchi, Mark Stevenson, Leandro García, Ruth F. Hunter, Jason Thompson
Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision. CoRR (2022)
Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson
Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations. CoRR (2022)
Jasper S. Wijnands, Haifeng Zhao, Kerry A. Nice, Jason Thompson, Katherine Scully, Jingqiu Guo, Mark Stevenson
Identifying safe intersection design through unsupervised feature extraction from satellite imagery. Comput. Aided Civ. Infrastructure Eng. 36 (3) (2021)
Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson
Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations. DICTA (2021)
Jasper S. Wijnands, Haifeng Zhao, Kerry A. Nice, Jason Thompson, Katherine Scully, Jingqiu Guo, Mark Stevenson
Identifying safe intersection design through unsupervised feature extraction from satellite imagery. CoRR (2020)
Jasper S. Wijnands, Jason Thompson, Kerry A. Nice, Gideon D. P. A. Aschwanden, Mark Stevenson
Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks. Neural Comput. Appl. 32 (13) (2020)
Fan Wang, Yuren Chen, Jasper S. Wijnands, Jingqiu Guo
Modeling and interpreting road geometry from a driver's perspective using variational autoencoders. Comput. Aided Civ. Infrastructure Eng. 35 (10) (2020)
Kerry A. Nice, Jason Thompson, Jasper S. Wijnands, Gideon D. P. A. Aschwanden, Mark Stevenson
The 'Paris-end' of town? Urban typology through machine learning. CoRR (2019)
Kerry A. Nice, Jasper S. Wijnands, Ariane Middel, Jingcheng Wang, Yiming Qiu, Nan Zhao, Jason Thompson, Gideon D. P. A. Aschwanden, Haifeng Zhao, Mark Stevenson
Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning. CoRR (2019)
Kerry A. Nice, Gideon D. P. A. Aschwanden, Jasper S. Wijnands, Jason Thompson, Haifeng Zhao, Mark Stevenson
The Nature of Human Settlement: Building an understanding of high performance city design. CoRR (2019)
Jasper S. Wijnands, Kerry A. Nice, Jason Thompson, Haifeng Zhao, Mark Stevenson
Streetscape augmentation using generative adversarial networks: insights related to health and wellbeing. CoRR (2019)
Jasper S. Wijnands, Jason Thompson, Kerry A. Nice, Gideon D. P. A. Aschwanden, Mark Stevenson
Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks. CoRR (2019)