{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,10]],"date-time":"2025-05-10T06:05:11Z","timestamp":1746857111582},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T00:00:00Z","timestamp":1665964800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,10,17]]},"abstract":"<jats:p>We address the problem of estimating a photo\u2019s geographical location. Success in this estimation enables many impactful applications, like facilitating Disaster Management circumstances. However, this is also a very challenging task. Due to the complexity of the problem, we restrict the area of geolocation to a single city, treating geolocation as a classification problem where the districts of a city are the classes to be distinguished. In this paper, we exploit the Focal Modulation Network that is proven to perform effectively and efficiently in visual modeling for real-world applications. Experimental results on two diverse datasets, crawled from online sources, show the effectiveness of our approach. We can geolocate correctly more than two-thirds of test images from the larger dataset and about one-third from an experimental training dataset of a ten-times smaller size.<\/jats:p>","DOI":"10.3233\/faia220349","type":"book-chapter","created":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T12:33:54Z","timestamp":1666010034000},"source":"Crossref","is-referenced-by-count":3,"title":["Automatic Outdoor Image Geolocation with Focal Modulation Networks"],"prefix":"10.3233","author":[{"given":"Fabio","family":"Murgese","sequence":"first","affiliation":[{"name":"Artificial Intelligence Research Institute (IIIA), CSIC, Cerdanyola del Vall\u00e8s, Spain"}]},{"given":"Gerard","family":"Alcaina","sequence":"additional","affiliation":[{"name":"Artificial Intelligence Research Institute (IIIA), CSIC, Cerdanyola del Vall\u00e8s, Spain"}]},{"given":"Mehmet O\u011fuz","family":"M\u00fcl\u00e2yi\u02d9m","sequence":"additional","affiliation":[{"name":"Artificial Intelligence Research Institute (IIIA), CSIC, Cerdanyola del Vall\u00e8s, Spain"}]},{"given":"Jesus","family":"Cerquides","sequence":"additional","affiliation":[{"name":"Artificial Intelligence Research Institute (IIIA), CSIC, Cerdanyola del Vall\u00e8s, Spain"}]},{"given":"Jose Luis","family":"Fernandez-Marquez","sequence":"additional","affiliation":[{"name":"Citizen Cyberlab, University of Geneva, Geneva, Switzerland"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Artificial Intelligence Research and Development"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA220349","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T12:34:07Z","timestamp":1666010047000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA220349"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,17]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia220349","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,17]]}}}