{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:09:55Z","timestamp":1772906995772,"version":"3.50.1"},"reference-count":60,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11229058","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":2,"title":["Assessing Urban Environments with Vision-Language Models: A Comparative Analysis of AI-Generated Ratings and Human Volunteer Evaluations"],"prefix":"10.1109","author":[{"given":"Felipe","family":"Moreno-Vera","sequence":"first","affiliation":[{"name":"Getulio Vargas Foundation (FGV) School of Applied Mathematics (EMAp),Rio de Janeiro,Brazil"}]},{"given":"Jorge","family":"Poco","sequence":"additional","affiliation":[{"name":"Getulio Vargas Foundation (FGV) School of Applied Mathematics (EMAp),Rio de Janeiro,Brazil"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/isc243147.2018"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346446"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2798607"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.5194\/isprs-annals-V-4-2022-33-2022"},{"key":"ref5","author":"Costa","year":"2019","journal-title":"City-safe: Estimating urban safety perception"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2024.2336034"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883084"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2185520.2185597"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_12"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/ecin.12364"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2022.105746"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2024.2347322"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1126\/science.1161405"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2021.101693"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.5220\/0010883300003124"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0307083"},{"key":"ref17","first-page":"19730","article-title":"Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models","volume-title":"International Conference on machine learning","author":"Li"},{"key":"ref18","article-title":"Visual instruction tuning","author":"Liu","year":"2023","journal-title":"NeurIPS"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3123271"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.isci.2023.106132"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-9697-1_9"},{"key":"ref22","author":"Ma","year":"2023","journal-title":"A natural language processing-based approach: mapping human perception by understanding deep semantic features in street view images"},{"key":"ref23","first-page":"103476","article-title":"Deep exploration of street view features for identifying urban vitality: A case study of qingdao city. Int. J. Appl. Earth Obs","volume":"123","author":"Ma","year":"2023","journal-title":"Geoinformation"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2024.102243"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2932502"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-84529-2_5"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/WI-IAT62293.2024.00062"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3486622.3493975"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-89817-5_21"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.5220\/0011795400003417"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.121"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1080\/01944369008975742"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10599-4_32"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2005\/10\/P10014"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806273"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2531602.2531613"},{"key":"ref37","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"International Conference on machine learning","author":"Radford"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0068400"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.soc.28.110601.141114"},{"key":"ref40","author":"Sangers","year":"2022","journal-title":"Explainability of deep learning models for urban space perception"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3224182"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/WI.2018.00-99"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3593013.3593987"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1098\/rsos.170170"},{"key":"ref45","article-title":"Disorder and decline: Crime and the spiral of decay in American neighborhoods","author":"Skogan","year":"1992","journal-title":"Univ of California Press"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.54254\/2755-2721\/40\/20230627"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3390\/forecast3040046"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/BIGCOMP.2019.8679113"},{"key":"ref49","first-page":"1","article-title":"The importance of death and life of great american cities (1961) by jane jacobs to the profession of urban planning","volume":"1","author":"Wendt","year":"2009","journal-title":"New Visions for Public A"},{"issue":"3","key":"ref50","first-page":"29","article-title":"Broken windows","volume":"249","author":"Wilson","year":"1982","journal-title":"Atlantic monthly"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/rs14040891"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2019.1643024"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01100"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-021-01401-w"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi7010036"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1080\/24694452.2024.2313515"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.landurbplan.2018.08.020"},{"key":"ref58","article-title":"Enhancing the visual environment of urban coastal roads through deep learning analysis of street-view images: A perspective of aesthetic and distinctiveness","volume-title":"PLOS ONE","volume":"20","author":"Zhang","year":"2025"},{"key":"ref59","author":"Zhanga","year":"2024","journal-title":"Revolutionizing urban safety perception assessments: Integrating multimodal large language models with street view images"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.107805"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","location":"Rome, Italy","start":{"date-parts":[[2025,6,30]]},"end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11229058.pdf?arnumber=11229058","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:29:19Z","timestamp":1763191759000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11229058\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":60,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11229058","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}