Urban Mosaic: Visual Exploration of Streetscapes Using Large-Scale Image Data
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Abstract (arXiv)
Urban planning is increasingly data driven, yet the challenge of designing with data at a city scale and remaining sensitive to the impact at a human scale is as important today as it was for Jane Jacobs. We address this challenge with Urban Mosaic,a tool for exploring the urban fabric through a spatially and temporally dense data set of 7.7 million street-level images from New York City, captured over the period of a year. Working in collaboration with professional practitioners, we use Urban Mosaic to investigate questions of accessibility and mobility, and preservation and retrofitting. In doing so, we demonstrate how tools such as this might provide a bridge between the city and the street, by supporting activities such as visual comparison of geographically distant neighborhoods,and temporal analysis of unfolding urban development.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). First posted on arXiv 31 Aug 2020.
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Citing papers per year: 2021: 1; 2022: 3; 2023: 0; 2024: 1; 2025: 2.
7 papers.
- 2022CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materialscited by 8
- 2021Sidewalk Measurements from Satellite Images: Preliminary Findingscited by 3
- 2022Urban Rhapsody: Large-scale exploration of urban soundscapescited by 3
- 2022Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilitiescited by 3
- 2024SideSeeing: A multimodal dataset and collection of tools for sidewalk assessmentcited by 1
- 2025Artifacts of Idiosyncracy in Global Street View Datacited by 1
- 2025Urbanite: A Dataflow-Based Framework for Human-AI Interactive Alignment in Urban Visual Analyticscited by 1
- 2025Urbanite: A Dataflow-Based Framework for Human-AI Interactive Alignment in Urban Visual Analytics10 Aug 2025
- 2025Artifacts of Idiosyncracy in Global Street View Data16 May 2025
- 2024SideSeeing: A multimodal dataset and collection of tools for sidewalk assessment9 Jul 2024
- 2022Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities28 Jun 2022
- 2022Urban Rhapsody: Large-scale exploration of urban soundscapes25 May 2022
- 2022CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materials6 Jan 2022
- 2021Sidewalk Measurements from Satellite Images: Preliminary Findings12 Dec 2021