{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T10:12:04Z","timestamp":1760609524283,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031377419"},{"type":"electronic","value":"9783031377426"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-031-37742-6_15","type":"book-chapter","created":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T06:02:51Z","timestamp":1690869771000},"page":"183-193","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Towards the\u00a0Automation of\u00a0Wildfire Monitoring with\u00a0Aerial Vehicles: The FIREFRONT Project"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7332-3391","authenticated-orcid":false,"given":"Ricardo","family":"Ribeiro","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3991-1269","authenticated-orcid":false,"given":"Alexandre","family":"Bernardino","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3496-3561","authenticated-orcid":false,"given":"Gon\u00e7alo","family":"Cruz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1557-3082","authenticated-orcid":false,"given":"Diogo","family":"Silva","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6520-5355","authenticated-orcid":false,"given":"Lu\u00eds","family":"Felix","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0626-511X","authenticated-orcid":false,"given":"Jo\u00e3o","family":"Caetano","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8481-6079","authenticated-orcid":false,"given":"Duarte","family":"Folgado","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jo\u00e3o","family":"Francisco","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nuno","family":"Sim\u00f5es","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9242-3195","authenticated-orcid":false,"given":"Carlos Xavier","family":"Viegas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6690-035X","authenticated-orcid":false,"given":"Domingos Xavier","family":"Viegas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7827-1527","authenticated-orcid":false,"given":"Houda","family":"Harkat","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5291-6147","authenticated-orcid":false,"given":"Jose","family":"Nascimento","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,8,2]]},"reference":[{"issue":"6","key":"15_CR1","doi-asserted-by":"publisher","first-page":"565","DOI":"10.1139\/cjfr-2018-0138","volume":"49","author":"A Bakhshaii","year":"2019","unstructured":"Bakhshaii, A., Johnson, E.: A review of a new generation of wildfire-atmosphere modeling. Can. J. For. Res. 49(6), 565\u2013574 (2019). https:\/\/doi.org\/10.1139\/cjfr-2018-0138","journal-title":"Can. J. For. Res."},{"issue":"22","key":"15_CR2","doi-asserted-by":"publisher","first-page":"6442","DOI":"10.3390\/s20226442","volume":"20","author":"P Barmpoutis","year":"2020","unstructured":"Barmpoutis, P., Papaioannou, P., Dimitropoulos, K., Grammalidis, N.: A review on early forest fire detection systems using optical remote sensing. Sensors 20(22), 6442 (2020)","journal-title":"Sensors"},{"key":"15_CR3","unstructured":"Batista, M., Oliveira, B., Chaves, P., Ferreira, J.C., Brand\u00e3o, T.: Improved real-time wildfire detection using a surveillance system. In: Proceedings of the World Congress on Engineering 2019 WCE 2019, Lecture Notes in Engineering and Computer Science, vol. 0958, July 2019"},{"key":"15_CR4","unstructured":"Fonte, C.C., Cardoso, A., Estima, J., Almeida, J.P.D., Patriarca, J.: The FireLoc project: identification, positioning and monitoring forest fires with crowdsourced data. In: FIG e-Working Week 2021, p. 11192 (2021)"},{"key":"15_CR5","doi-asserted-by":"publisher","unstructured":"Harkat, H., Nascimento, J.M.P., Bernardino, A., Thariq Ahmed, H.F.: Assessing the impact of the loss function and encoder architecture for fire aerial images segmentation using Deeplabv3+. Remote Sens. 14(9) (2022). https:\/\/doi.org\/10.3390\/rs14092023","DOI":"10.3390\/rs14092023"},{"issue":"3","key":"15_CR6","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1016\/S1364-8152(01)00072-X","volume":"17","author":"A Lopes","year":"2002","unstructured":"Lopes, A., Cruz, M.G., Viegas, D.: FireStation-an integrated software system for the numerical simulation of fire spread on complex topography. Environ. Modell. Softw. 17(3), 269\u2013285 (2002)","journal-title":"Environ. Modell. Softw."},{"key":"15_CR7","doi-asserted-by":"crossref","unstructured":"Niknejad, M., Bernardino, A.: Attention on classification for fire segmentation. In: 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), pp. 616\u2013621. IEEE (2021)","DOI":"10.1109\/ICMLA52953.2021.00103"},{"key":"15_CR8","unstructured":"Niknejad, M., Bernardino, A.: Weakly-supervised fire segmentation by visualizing intermediate CNN layers. arXiv preprint arXiv:2111.08401 (2021)"},{"issue":"3","key":"15_CR9","doi-asserted-by":"publisher","first-page":"300","DOI":"10.3390\/math10030300","volume":"10","author":"J Pereira","year":"2022","unstructured":"Pereira, J., Mendes, J., J\u00fanior, J.S., Viegas, C., Paulo, J.R.: A review of genetic algorithm approaches for wildfire spread prediction calibration. Mathematics 10(3), 300 (2022)","journal-title":"Mathematics"},{"issue":"5","key":"15_CR10","doi-asserted-by":"publisher","first-page":"1701","DOI":"10.3390\/s22051701","volume":"22","author":"G Perrolas","year":"2022","unstructured":"Perrolas, G., Niknejad, M., Ribeiro, R., Bernardino, A.: Scalable fire and smoke segmentation from aerial images using convolutional neural networks and quad-tree search. Sensors 22(5), 1701 (2022)","journal-title":"Sensors"},{"key":"15_CR11","doi-asserted-by":"crossref","unstructured":"Ribeiro, L.M., Rodrigues, A., Lucas, D., Viegas, D.X.: The impact on structures of the pedr\u00f3g\u00e3o grande fire complex in June 2017 (Portugal). Fire 3(4) (2020)","DOI":"10.3390\/fire3040057"},{"key":"15_CR12","unstructured":"Rothermel, R.C.: A mathematical model for predicting fire spread in wildland fuels, vol. 115. Intermountain Forest & Range Experiment Station, Forest Service, US Department of Agriculture (1972)"},{"key":"15_CR13","doi-asserted-by":"crossref","unstructured":"Santana, B., Cherif, E.K., Bernardino, A., Ribeiro, R.: Real-time georeferencing of fire front aerial images using iterative ray-tracing and the bearings-range extended Kalman filter. Sensors 22(3) (2022)","DOI":"10.3390\/s22031150"},{"key":"15_CR14","unstructured":"Sargento, F.: Georeferencing of fire front aerial images using structure from motion and iterative closest point. Master\u2019s thesis, Instituto Superior T\u00e9cnico, Lisboa, Portugal (2021)"},{"issue":"3","key":"15_CR15","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1016\/j.cageo.2003.11.003","volume":"30","author":"Y Sheng","year":"2004","unstructured":"Sheng, Y.: Comparative evaluation of iterative and non-iterative methods to ground coordinate determination from single aerial images. Comput. Geosci. 30(3), 267\u2013279 (2004). https:\/\/doi.org\/10.1016\/j.cageo.2003.11.003","journal-title":"Comput. Geosci."},{"key":"15_CR16","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.112975","volume":"142","author":"MJ Sousa","year":"2020","unstructured":"Sousa, M.J., Moutinho, A., Almeida, M.: Wildfire detection using transfer learning on augmented datasets. Expert Syst. Appl. 142, 112975 (2020)","journal-title":"Expert Syst. Appl."},{"key":"15_CR17","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1016\/j.firesaf.2017.06.012","volume":"92","author":"T Toulouse","year":"2017","unstructured":"Toulouse, T., Rossi, L., Campana, A., Celik, T., Akhlou, M.A.: Computer vision for wild fire research: an evolving image dataset for processing and analysis. Fire Saf. J. 92, 188\u2013194 (2017). https:\/\/doi.org\/10.1016\/j.firesaf.2017.06.012","journal-title":"Fire Saf. J."},{"issue":"7","key":"15_CR18","doi-asserted-by":"publisher","first-page":"783","DOI":"10.1139\/cjfr-2014-0347","volume":"45","author":"C Yuan","year":"2015","unstructured":"Yuan, C., Zhang, Y., Liu, Z.: A survey on technologies for automatic forest fire monitoring, detection, and fighting using unmanned aerial vehicles and remote sensing techniques. Can. J. For. Res. 45(7), 783\u2013792 (2015). https:\/\/doi.org\/10.1139\/cjfr-2014-0347","journal-title":"Can. J. For. Res."}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-37742-6_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T06:05:03Z","timestamp":1690869903000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-37742-6_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031377419","9783031377426"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-37742-6_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"2 August 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Montr\u00e9al, QC","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 August 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 August 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icpr2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iapr.org\/icpr2022","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}