Measurement of urban vitality with time-lapsed street-view images and object-detection for scalable assessment of pedestrian-sidewalk dynamics

Authors: Nathvani, Ricky ^{a, b, ⁎}, Cavanaugh, Alicia ^c, Suel, Esra ^d, Bixby, Honor ^e, Clark, Sierra N. ^f, Metzler, Antje Barbara ^g, Nimo, James ^h, Moses, Josephine Bedford ^h, Baah, Solomon ^h, Arku, Raphael E. ⁱ, Robinson, Brian E. ^c, Baumgartner, Jill ^{j, k}, Bennett, James E ^{a, b}, Arif, Abeer M. ^{a, b}, Long, Ying ^l, Agyei-Mensah, Samuel ^m, Ezzati, Majid ^{a, b, n, 1}

Source: In ISPRS Journal of Photogrammetry and Remote Sensing March 2025 221:251-264