Streetscape augmentation using generative adversarial networks: insights related to health and wellbeing. - Jasper S. Wijnands; Kerry A. Nice; Jason Thompson; Haifeng Zhao 003; Mark Stevenson (CoRR, 2019)

Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning. - Kerry A. Nice; Jasper S. Wijnands; Ariane Middel; Jingcheng Wang; Yiming Qiu; Nan Zhao; Jason Thompson; Gideon D. P. A. Aschwanden; Haifeng Zhao 003; Mark Stevenson (CoRR, 2019)

The Nature of Human Settlement: Building an understanding of high performance city design. - Kerry A. Nice; Gideon D. P. A. Aschwanden; Jasper S. Wijnands; Jason Thompson; Haifeng Zhao 003; Mark Stevenson (CoRR, 2019)

The 'Paris-end' of town? Urban typology through machine learning. - Kerry A. Nice; Jason Thompson; Jasper S. Wijnands; Gideon D. P. A. Aschwanden; Mark Stevenson (CoRR, 2019)

Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks. - Jasper S. Wijnands; Jason Thompson; Kerry A. Nice; Gideon D. P. A. Aschwanden; Mark Stevenson (Neural Comput. Appl., 2020)

Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations. - Sachith Seneviratne; Kerry A. Nice; Jasper S. Wijnands; Mark Stevenson; Jason Thompson (DICTA, 2021)

Identifying safe intersection design through unsupervised feature extraction from satellite imagery. - Jasper S. Wijnands; Haifeng Zhao 003; Kerry A. Nice; Jason Thompson; Katherine Scully; Jingqiu Guo; Mark Stevenson (Comput. Aided Civ. Infrastructure Eng., 2021)

Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision. - Sachith Seneviratne; Jasper S. Wijnands; Kerry A. Nice; Haifeng Zhao 003; Branislava Godic; Suzanne Mavoa; Rajith Vidanaarachchi; Mark Stevenson; Leandro García; Ruth F. Hunter; Jason Thompson (CoRR, 2022)

Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning. - Xinye Wanyan; Sachith Seneviratne; Kerry A. Nice; Jason Thompson; Marcus White; Nano Langenheim; Mark Stevenson (DICTA, 2023)

Leveraging Segment-Anything model for automated zero-shot road width extraction from aerial imagery. - Nan Xu; Kerry A. Nice; Sachith Seneviratne; Mark Stevenson (DICTA, 2023)

General algorithm of assigning raster features to vector maps at any resolution or scale. - Nan Xu; Mark Stevenson; Kerry A. Nice; Sachith Seneviratne (CoRR, 2024)