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2020 – today
- 2024
[i10]Nan Xu
, Mark Stevenson, Kerry A. Nice, Sachith Seneviratne:
General algorithm of assigning raster features to vector maps at any resolution or scale. CoRR abs/2407.10599 (2024)- 2023
- [c3]Xinye Wanyan, Sachith Seneviratne, Kerry A. Nice, Jason Thompson, Marcus White, Nano Langenheim, Mark Stevenson:
Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning. DICTA 2023: 137-144 - [c2]Nan Xu, Kerry A. Nice, Sachith Seneviratne, Mark Stevenson:
Leveraging Segment-Anything model for automated zero-shot road width extraction from aerial imagery. DICTA 2023: 176-183 - [i9]Xinye Wanyan, Sachith Seneviratne, Kerry A. Nice, Jason Thompson, Marcus White, Nano Langenheim, Mark Stevenson:
Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning. CoRR abs/2309.09446 (2023) - 2022
- [i8]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 abs/2203.04445 (2022) - [i7]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 abs/2208.08047 (2022) - 2021
- [j2]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): 346-361 (2021) - [c1]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: 1-8 - 2020
- [j1]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): 9731-9743 (2020) - [i6]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 abs/2010.15343 (2020)
2010 – 2019
- 2019
- [i5]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 abs/1905.06464 (2019) - [i4]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 abs/1910.03182 (2019) - [i3]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 abs/1910.03219 (2019) - [i2]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 abs/1910.03220 (2019) - [i1]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 abs/1910.06540 (2019)
Coauthor Index
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