{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T17:05:26Z","timestamp":1767114326470,"version":"3.48.0"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","funder":[{"name":"Data Sciences Institute, University of Toronto","award":["CGY3R1P40"],"award-info":[{"award-number":["CGY3R1P40"]}]},{"name":"Natural Sciences and Engineering Research Council of Canada","award":["RGPIN-2025-06914"],"award-info":[{"award-number":["RGPIN-2025-06914"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,10,12]]},"DOI":"10.1145\/3714394.3756280","type":"proceedings-article","created":{"date-parts":[[2025,12,29]],"date-time":"2025-12-29T21:13:49Z","timestamp":1767042829000},"page":"1450-1456","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Eye on the Street: Computer Vision for Spatial-Temporal Mapping of Street Safety Elements"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-4704-4929","authenticated-orcid":false,"given":"Qian","family":"Zhang","sequence":"first","affiliation":[{"name":"Dalla Lana School of Public Health, University of Toronto, Toronto, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4520-9783","authenticated-orcid":false,"given":"Camellia","family":"Zakaria","sequence":"additional","affiliation":[{"name":"Dalla Lana School of Public Health, University of Toronto, Toronto, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7107-7086","authenticated-orcid":false,"given":"Marianne","family":"Hatzopoulou","sequence":"additional","affiliation":[{"name":"Civil and Mineral Engineering, University of Toronto, Toronto, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2834-2291","authenticated-orcid":false,"given":"Junshi","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Geography, University of Hong Kong, Hong Kong, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4487-9662","authenticated-orcid":false,"given":"Tate","family":"HubkaRao","sequence":"additional","affiliation":[{"name":"Humber River Health Research Institute, Toronto, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-4137-0301","authenticated-orcid":false,"given":"Steve","family":"Tchana","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-2802-6717","authenticated-orcid":false,"given":"Linda","family":"Rothman","sequence":"additional","affiliation":[{"name":"Toronto Metropolitan University, Toronto, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-0321-355X","authenticated-orcid":false,"given":"Aryan","family":"Sadeghi","sequence":"additional","affiliation":[{"name":"Dalla Lana School of Public Health, University of Toronto, Toronto, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5772-120X","authenticated-orcid":false,"given":"Brice","family":"Batomen","sequence":"additional","affiliation":[{"name":"Dalla Lana School of Public Health, University of Toronto, Toronto, Canada"}]}],"member":"320","published-online":{"date-parts":[[2025,12,29]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.3390\/wevj16060303"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/978--3-030--30465--2_35"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1093\/aje\/kwad136"},{"key":"e_1_3_2_1_4_1","volume-title":"Retrieved","author":"Bellefleur Olivier","year":"2012","unstructured":"Olivier Bellefleur and Fran\u00e7ois Gagnon. 2012. Urban Traffic Calming and Health: A Literature Review. Institut national de sant\u00e9 publique du Qu\u00e9bec. Retrieved June 21, 2025 from https:\/\/www.ncchpp.ca\/docs\/ReviewLiteratureTrafficCalming_En. pdf Available in electronic format on NCCHPP and INSPQ websites."},{"key":"e_1_3_2_1_5_1","unstructured":"Parachute Canada. 2024. Vision Zero Map. https:\/\/parachute.ca\/en\/program\/vision-zero\/vision-zero-map\/ Accessed: 2025-06--21."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","unstructured":"Payal Chandak Shivamkumar Chaurasia and Megharani Patil. 2025. Identification of Potholes and Speed Bumps Using SSD and YOLO. In Intelligent Computing and Networking. 1--20. https:\/\/doi.org\/10.1007\/978--981--97--8631--2_1","DOI":"10.1007\/978--981--97--8631--2_1"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/STARTUP.2016.7583981"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12887-022-03577--8"},{"volume-title":"Label Studio: Data Labeling Tool. https:\/\/labelstud.io\/ Accessed: 2025-06--21.","year":"2024","key":"e_1_3_2_1_9_1","unstructured":"Heartex. 2024. Label Studio: Data Labeling Tool. https:\/\/labelstud.io\/ Accessed: 2025-06--21."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMI60790.2024.10586000"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40621-016-0098-z"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","unstructured":"Shilong Liu Lei Zhang Xiao Yang Hang Su and Jun Zhu. 2021. Query2Label: A Simple Transformer Way to Multi-Label Classification. https:\/\/doi.org\/10.48550\/arXiv.2107.10834 arXiv:2107.10834","DOI":"10.48550\/arXiv.2107.10834"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICICIS56802.2023.10430204"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jth.2019.03.004"},{"key":"e_1_3_2_1_16_1","volume-title":"Vision Zero: Getting Around Safely by Foot, Bike, and Car. https:\/\/montreal.ca\/en\/articles\/vision-zero-getting-around-safely-footbike-and-car-14584 Accessed: 2025-06--22.","author":"Montreal City","year":"2023","unstructured":"City of Montreal. 2023. Vision Zero: Getting Around Safely by Foot, Bike, and Car. https:\/\/montreal.ca\/en\/articles\/vision-zero-getting-around-safely-footbike-and-car-14584 Accessed: 2025-06--22."},{"key":"e_1_3_2_1_17_1","unstructured":"Institute of Transportation Engineers. 2023. Traffic Calming Measures. https:\/\/www.ite.org\/technical-resources\/traffic-calming\/traffic-calming-measures Accessed: 2025-06--21."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2304.07193"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/BigData55660.2022.10020856"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00015"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2010.04.003"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1136\/injuryprev-2024-SAFETY.169"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-7234-0_45"},{"key":"e_1_3_2_1_24_1","unstructured":"Ultralytics. 2024. Ultralytics GitHub Repository. https:\/\/github.com\/ultralytics\/ultralytics Accessed: 2025-06--21."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.10.335"},{"key":"e_1_3_2_1_26_1","volume-title":"Retrieved","author":"Network Vision Zero","year":"2025","unstructured":"Vision Zero Network. n.d.. Vision Zero Network. Retrieved June 21, 2025 from https:\/\/visionzeronetwork.org\/"},{"key":"e_1_3_2_1_27_1","volume-title":"Retrieved","author":"World Health Organization","year":"2023","unstructured":"World Health Organization. 2023. Global Status Report on Road Safety 2023: Summary. Retrieved June 21, 2025 from https:\/\/www.who.int\/publications\/i\/item\/9789240086456"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.iatssr.2020.08.006"},{"key":"e_1_3_2_1_29_1","volume-title":"DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection. In The Eleventh International Conference on Learning Representations. https:\/\/openreview.net\/forum?id=3mRwyG5one","author":"Zhang Hao","year":"2023","unstructured":"Hao Zhang, Feng Li, Shilong Liu, Lei Zhang, Hang Su, Jun Zhu, Lionel Ni, and Heung-Yeung Shum. 2023. DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection. In The Eleventh International Conference on Learning Representations. https:\/\/openreview.net\/forum?id=3mRwyG5one"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1080\/17457300.2011.635213"}],"event":{"name":"UbiComp '25:The 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing \/ ISWC ACM International Symposium on Wearable Computers","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGSPATIAL ACM Special Interest Group on Spatial Information"],"location":"Espoo Finland"},"container-title":["Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3714394.3756280","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T17:01:18Z","timestamp":1767114078000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3714394.3756280"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,12]]},"references-count":30,"alternative-id":["10.1145\/3714394.3756280","10.1145\/3714394"],"URL":"https:\/\/doi.org\/10.1145\/3714394.3756280","relation":{},"subject":[],"published":{"date-parts":[[2025,10,12]]},"assertion":[{"value":"2025-12-29","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}