51 citations · 167 across the 13 of their papers we have counts for
5 papers · 1 filter
SideSeeing: A multimodal dataset and collection of tools for sidewalk assessment
R. J. P. Damaceno, L. Ferreira, F. Miranda +2
This paper introduces SideSeeing, a novel initiative that provides tools and datasets for assessing the built environment. We present a framework for street-level data acquisition,…
Deep Umbra: A Generative Approach for Sunlight Access Computation in Urban Spaces
Kazi Shahrukh Omar, Gustavo Moreira, Daniel Hodczak +4
Sunlight and shadow play critical roles in how urban spaces are utilized, thrive, and grow. While access to sunlight is essential to the success of urban environments, shadows can…
Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities
Maryam Hosseini, Mikey Saugstad, Fabio Miranda +3
There is a lack of data on the location, condition, and accessibility of sidewalks across the world, which not only impacts where and how people travel but also fundamentally limit…
CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materials
Maryam Hosseini, Fabio Miranda, Jianzhe Lin +1
While designing sustainable and resilient urban built environment is increasingly promoted around the world, significant data gaps have made research on pressing sustainability iss…
Sidewalk Measurements from Satellite Images: Preliminary Findings
Maryam Hosseini, Iago B. Araujo, Hamed Yazdanpanah +4
Large-scale analysis of pedestrian infrastructures, particularly sidewalks, is critical to human-centric urban planning and design. Benefiting from the rich data set of planimetric…