Sofia Ellina
2 Papers
Sofia Ellina is an academic researcher. The author has contributed to research in topics: Computer science & Built environment. The author has an hindex of 2, co-authored 2 publications. Previous affiliations of Sofia Ellina include Osaka University.
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Papers
Exploring the association between street built environment and street vitality using deep learning methods
TL;DR: In this article , the authors proposed an automated deep learning approach to quantitatively explore the association between the street built environment and street vitality, and established a deep learning model for street vitality classification for automatic evaluation of street vitality.
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Measuring visual walkability perception using panoramic street view images, virtual reality, and deep learning
TL;DR: In this paper , a deep learning framework is proposed for measuring visual walkability perception (VWP) and quantifying and visualizing the contributing visual features in panoramic street view images.
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