A Pilot Deployment of an Online Tool for Large-Scale Virtual Auditing of Urban Accessibility. - Manaswi Saha; Kotaro Hara; Soheil Behnezhad; Anthony Li; Michael Saugstad; Hanuma Teja Maddali; Sage Chen; Jon E. Froehlich (ASSETS, 2017)

Project Sidewalk: A Web-based Crowdsourcing Tool for Collecting Sidewalk Accessibility Data At Scale. - Manaswi Saha; Michael Saugstad; Hanuma Teja Maddali; Aileen Zeng; Ryan Holland; Steven Bower; Aditya Dash; Sage Chen; Anthony Li; Kotaro Hara; Jon Froehlich (CHI, 2019)

Sidewalk Gallery: An Interactive, Filterable Image Gallery of Over 500, 000 Sidewalk Accessibility Problems. - Michael Duan; Aroosh Kumar; Michael Saugstad; Aileen Zeng; Ilia Savin; Jon E. Froehlich (ASSETS, 2021)

Experimental Crowd+AI Approaches to Track Accessibility Features in Sidewalk Intersections Over Time. - Ather Sharif; Paari Gopal; Michael Saugstad; Shiven Bhatt; Raymond Fok; Galen Weld; Kavi Asher Mankoff Dey; Jon E. Froehlich (ASSETS, 2021)

Scaling Crowd+AI Sidewalk Accessibility Assessments: Initial Experiments Examining Label Quality and Cross-city Training on Performance. - Michael Duan; Shosuke Kiami; Logan Milandin; Johnson Kuang; Michael Saugstad; Maryam Hosseini; Jon E. Froehlich (ASSETS, 2022)

The Future of Urban Accessibility for People with Disabilities: Data Collection, Analytics, Policy, and Tools. - Jon E. Froehlich; Yochai Eisenberg; Maryam Hosseini; Fabio Miranda 001; Marc Adams; Anat Caspi; Holger Dieterich; Heather Ann Feldner; Aldo Gonzalez; Claudina De Gyves; Joy Hammel; Reuben Kirkham; et al. (ASSETS, 2022)

Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities. - Maryam Hosseini; Mikey Saugstad; Fabio Miranda 001; Andres Sevtsuk; Cláudio T. Silva; Jon E. Froehlich (CoRR, 2022)

Towards Mapping and Assessing Sidewalk Accessibility Across Sociocultural and Geographic Contexts. - Jon E. Froehlich; Michael Saugstad; Manaswi Saha; Matthew Johnson (CoRR, 2022)

A Pilot Study of Sidewalk Equity in Seattle Using Crowdsourced Sidewalk Assessment Data. - Chu Li; Lisa Orii; Mikey Saugstad; Stephen J. Mooney; Yochai Eisenberg; Delphine Labbé; Joy Hammel; Jon E. Froehlich (CoRR, 2022)

BusStopCV: A Real-time AI Assistant for Labeling Bus Stop Accessibility Features in Streetscape Imagery. - Minchu Kulkarni; Chu Li; Jaye Jungmin Ahn; Katrina Oi Yau Ma; Zhihan Zhang 002; Michael Saugstad; Kevin Wu; Yochai Eisenberg; Valerie Novack; Brent C. Chamberlain; Jon E. Froehlich (ASSETS, 2023)

Towards Fine-Grained Sidewalk Accessibility Assessment with Deep Learning: Initial Benchmarks and an Open Dataset. - Xinlei Liu; Kevin Wu; Minchu Kulkarni; Michael Saugstad; Peyton Anton Rapo; Jeremy Freiburger; Maryam Hosseini; Chu Li; Jon E. Froehlich (ASSETS, 2024)

"I never realized sidewalks were a big deal": A Case Study of a Community-Driven Sidewalk Accessibility Assessment using Project Sidewalk. - Chu Li; Katrina Oi Yau Ma; Michael Saugstad; Kie Fujii; Molly Delaney; Yochai Eisenberg; Delphine Labbé; Judy L. Shanley; Devon Snyder; Florian P. P. Thomas; Jon E. Froehlich (CHI, 2024)

LabelAId: Just-in-time AI Interventions for Improving Human Labeling Quality and Domain Knowledge in Crowdsourcing Systems. - Chu Li; Zhihan Zhang 002; Michael Saugstad; Esteban Safranchik; Chaitanyashareef Kulkarni; Xiaoyu Huang; Shwetak N. Patel; Vikram Iyer; Tim Althoff; Jon E. Froehlich (CHI, 2024)

LabelAId: Just-in-time AI Interventions for Improving Human Labeling Quality and Domain Knowledge in Crowdsourcing Systems. - Chu Li; Zhihan Zhang 002; Michael Saugstad; Esteban Safranchik; Minchu Kulkarni; Xiaoyu Huang; Shwetak N. Patel; Vikram Iyer; Tim Althoff; Jon E. Froehlich (CoRR, 2024)

RampNet: A Two-Stage Pipeline for Bootstrapping Curb Ramp Detection in Streetscape Images from Open Government Metadata. - John S. O'Meara; Jared Hwang; Zeyu Wang; Michael Saugstad; Jon E. Froehlich (CoRR, 2025)