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Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations


Mar 08, 2022
Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson

* Preprint of https://ieeexplore.ieee.org/document/9647061 

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Identifying safe intersection design through unsupervised feature extraction from satellite imagery


Oct 29, 2020
Jasper S. Wijnands, Haifeng Zhao, Kerry A. Nice, Jason Thompson, Katherine Scully, Jingqiu Guo, Mark Stevenson

* 16 pages, 10 figures. Computer-Aided Civil and Infrastructure Engineering (2020) 

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Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks


Oct 15, 2019
Jasper S. Wijnands, Jason Thompson, Kerry A. Nice, Gideon D. P. A. Aschwanden, Mark Stevenson

* Neural Computing and Applications (2019) 
* 13 pages, 2 figures, 'Online First' version. For associated mp4 files, see journal website 

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The 'Paris-end' of town? Urban typology through machine learning


Oct 08, 2019
Kerry A. Nice, Jason Thompson, Jasper S. Wijnands, Gideon D. P. A. Aschwanden, Mark Stevenson


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Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning


Oct 08, 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


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


May 14, 2019
Jasper S. Wijnands, Kerry A. Nice, Jason Thompson, Haifeng Zhao, Mark Stevenson

* 20 pages, 8 figures. Preprint accepted for publication in Sustainable Cities and Society 

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