Mapping the walk: A scalable computer vision approach for generating sidewalk network datasets from aerial imagery

M Hosseini, A Sevtsuk, F Miranda, RM Cesar Jr… - … Environment and Urban …, 2023 - Elsevier
While cities around the world are increasingly promoting streets and public spaces that
prioritize pedestrians over vehicles, significant data gaps have made pedestrian mapping …

Mapping sidewalks on a neighborhood scale from street view images

OF Hamim, SR Kancharla… - … and Planning B: Urban …, 2024 - journals.sagepub.com
Although reliable and accurate inventorying of sidewalks is time consuming, it can aid urban
planners in decision making for infrastructure development. Recent advancements in …

Marked crosswalks in US transit-oriented station areas, 2007–2020: A computer vision approach using street view imagery

M Li, H Sheng, J Irvin, H Chung… - … and Planning B …, 2023 - journals.sagepub.com
Improving the built environment to support walking is a popular strategy to increase urban
sustainability and walkability. In the past decade alone, many US cities have implemented …

Data Collection and Machine Learning Methods for Automated Pedestrian Facility Detection and Mensuration

JB Luttrell IV - 2022 - aquila.usm.edu
Large-scale collection of pedestrian facility (crosswalks, sidewalks, etc.) presence data is
vital to the success of efforts to improve pedestrian facility management, safety analysis, and …

Geographic Information System and Atomized Transportation Modes

MA Alattar, M Beecroft, C Cottrill - Encyclopedia, 2022 - mdpi.com
Definition Transportation is a spatial activity. The geographic Information System (GIS) is the
process of capturing, managing, analyzing, and presenting spatial data. GIS techniques are …