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Jason Thompson

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Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning

Sep 18, 2023
Xinye Wanyan, Sachith Seneviratne, Kerry Nice, Jason Thompson, Marcus White, Nano Langenheim, Mark Stevenson

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Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision

Aug 17, 2022
Sachith Seneviratne, Jasper S. Wijnands, Kerry Nice, Haifeng Zhao, Branislava Godic, Suzanne Mavoa, Rajith Vidanaarachchi, Mark Stevenson, Leandro Garcia, Ruth F. Hunter, Jason Thompson

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DALLE-URBAN: Capturing the urban design expertise of large text to image transformers

Aug 03, 2022
Sachith Seneviratne, Damith Senanayake, Sanka Rasnayaka, Rajith Vidanaarachchi, Jason Thompson

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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

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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

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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

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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

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