StreetMeasure - A low cost open source framework using monocular depth estimation supporting OSM measurement tags from 360 streetview photos, the case of SP6

Room: Martinique

Sunday, 12:40
Duration: 5 minutes (plus Q&A)

Language: en


Back to schedule
  • Quang Huy NGUYEN
  • Federica Gaspari

The StreetMeasure framework addresses the critical lack of road dimension (width=, lanes=) in OpenStreetMap. Applied to SP6 provincial road (Piacenza, Italy), by utilizing DA360 for monocular depth estimation and SAM 2 for segmentation, it reconstructs 3D point clouds from distant crowdsourced street-level imagery, which was difficult for traditional photogrammetry. Then it aligns generated depth data with high-resolution satellite transects to recover scale. This open-source pipeline enriches OSM tags, supports provincial infrastructure management, and enables immersive urban planning simulations.