Todd Michael Berreth
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Works (1)
Updated: April 3rd, 2024 21:16
2022 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)
open access via link.springer.com (publisher PDF)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 24, 2022
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