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09/18/2023
Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning
Footpath mapping, modeling, and analysis can provide important geospatia...
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08/17/2022
Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision
Analysis of overhead imagery using computer vision is a problem that has...
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08/03/2022
DALLE-URBAN: Capturing the urban design expertise of large text to image transformers
Automatically converting text descriptions into images using transformer...
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03/08/2022
Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations
Self-supervision based deep learning classification approaches have rece...
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10/29/2020
Identifying safe intersection design through unsupervised feature extraction from satellite imagery
The World Health Organization has listed the design of safer intersectio...
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10/15/2019
Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks
Driver drowsiness increases crash risk, leading to substantial road trau...
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10/08/2019
The 'Paris-end' of town? Urban typology through machine learning
The confluence of recent advances in availability of geospatial informat...
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10/08/2019
The Nature of Human Settlement: Building an understanding of high performance city design
In an impending urban age where the majority of the world's population w...
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10/08/2019
Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning
Computer vision techniques allow automated detection of sky pixels in ou...
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05/14/2019