Todd Michael Berreth
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Works (1)
Updated: April 3rd, 2024 21:16
2023 journal article
Characterizing the perception of urban spaces from visual analytics of street-level imagery
AI & SOCIETY, 38(4), 1361–1371.
author keywords: Urban studies; Interactive analytics; Feature mapping; Machine learning; Computer vision; Streetscape photography; Geographic information systems
TL;DR:
This paper describes the process of incorporating subjective visual ratings across two datasets of temporally separated street-view images, an algorithm, and a visualization tool, and describes the results of training algorithms that utilized image features with crowdsourced human perception ratings.
(via Semantic Scholar)
link.springer.com (publisher PDF)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 24, 2022
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