{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,7]],"date-time":"2026-05-07T13:51:09Z","timestamp":1778161869800,"version":"3.51.4"},"reference-count":69,"publisher":"Informa UK Limited","issue":"1","license":[{"start":{"date-parts":[[2024,2,17]],"date-time":"2024-02-17T00:00:00Z","timestamp":1708128000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"no funds"}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Applied Artificial Intelligence"],"published-print":{"date-parts":[[2024,12,31]]},"DOI":"10.1080\/08839514.2024.2318672","type":"journal-article","created":{"date-parts":[[2024,2,18]],"date-time":"2024-02-18T07:49:57Z","timestamp":1708242597000},"update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":22,"title":["Development Of A Vision- based Anti-drone Identification Friend Or Foe Model To Recognize Birds And Drones Using Deep Learning"],"prefix":"10.1080","volume":"38","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9665-1005","authenticated-orcid":false,"given":"Yasmine","family":"Ghazlane","sequence":"first","affiliation":[{"name":"School of Digital Engineering and Artificial Intelligence, Euromed Research Center, Euromed University, Fes, Morocco"},{"name":"Research Foundation for Development and Innovation in Science and Engineering (FRDISI), Casablanca, Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maha","family":"Gmira","sequence":"additional","affiliation":[{"name":"School of Digital Engineering and Artificial Intelligence, Euromed Research Center, Euromed University, Fes, Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hicham","family":"Medromi","sequence":"additional","affiliation":[{"name":"Research Foundation for Development and Innovation in Science and Engineering (FRDISI), Casablanca, Morocco"},{"name":"National Higher School of Electricity and Mechanic (ENSEM), Hassan II University, Casablanca, Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2024,2,17]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP46576.2022.9897990"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/AERO50100.2021.9438533"},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIoT48696.2020.9089657"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.05.007"},{"key":"e_1_3_3_6_1","article-title":"Dogfight: Detecting drones from drones videos","volume":"2103","author":"Ashraf M. W.","year":"2021","unstructured":"Ashraf, M. W., W. Sultani, and M. Shah. 2021. Dogfight: Detecting drones from drones videos. arXiv 2103:17242 [Cs]. http:\/\/arxiv.org\/abs\/2103.17242.","journal-title":"arXiv"},{"key":"e_1_3_3_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICICCS48265.2020.9121150"},{"key":"e_1_3_3_8_1","unstructured":"Caltech-UCSD Birds-200-2011. n.d. Accessed March 7 2022. http:\/\/www.vision.caltech.edu\/visipedia\/CUB-200-2011.html"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.3390\/drones5030054"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.3390\/s20082320"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1017\/aer.2021.43"},{"issue":"1","key":"e_1_3_3_12_1","first-page":"7","article-title":"Security threat scenarios of drones and anti-drone technology","volume":"21","author":"Choi Y.-J.","year":"2022","unstructured":"Choi, Y.-J. 2022. Security threat scenarios of drones and anti-drone technology. Academy of Strategic Management Journal. 21 (1):7.","journal-title":"Academy of Strategic Management Journal"},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21082824"},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-13324-4_35"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2019.8909876"},{"key":"e_1_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1700452"},{"key":"e_1_3_3_17_1","unstructured":"Exploring the Efficacy of Transfer Learning in Mining Image-Based Software Artifacts | Journal of Big Data | Full Text. n.d.-b. Accessed July 21 2022. https:\/\/journalofbigdata.springeropen.com\/articles\/10.1186\/s40537-020-00335-4"},{"key":"e_1_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.23919\/IRS.2017.8008142"},{"key":"e_1_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.23919\/MVA51890.2021.9511386"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.23919\/MVA51890.2021.9511386"},{"key":"e_1_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICUAS.2016.7502513"},{"key":"e_1_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICTC49870.2020.9289397"},{"key":"e_1_3_3_23_1","doi-asserted-by":"crossref","unstructured":"Ge R. M. Lee V. Radhakrishnan Y. Zhou G. Li and G. Loianno. 2022. Vision-Based Relative Detection and Tracking for Teams of Micro Aerial Vehicles (arXiv:2207.08301). arXiv. http:\/\/arxiv.org\/abs\/2207.08301","DOI":"10.1109\/IROS47612.2022.9981115"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.3390\/s150923805"},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.2528\/PIERM19020505"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1002\/ett.4176"},{"key":"e_1_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21041278"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-64165-3"},{"key":"e_1_3_3_29_1","article-title":"Unmanned aerial vehicle visual detection and tracking using deep neural networks: A performance benchmark","volume":"2103","author":"Isaac-Medina B. K. S.","year":"2021","unstructured":"Isaac-Medina, B. K. S., M. Poyser, D. Organisciak, C. G. Willcocks, T. P. Breckon, and H. P. H. Shum. 2021. Unmanned aerial vehicle visual detection and tracking using deep neural networks: A performance benchmark. arXiv 2103.13933 [Cs]. http:\/\/arxiv.org\/abs\/2103.13933","journal-title":"arXiv"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40435-020-00737-5"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.26438\/ijcse\/v6i9.451456"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3448115"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"e_1_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3109816"},{"key":"e_1_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3066843"},{"key":"e_1_3_3_36_1","doi-asserted-by":"publisher","DOI":"10.1002\/rob.20359"},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ast.2023.108192"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2330900"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techsoc.2020.101462"},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSPIS51611.2020.9349620"},{"key":"e_1_3_3_41_1","doi-asserted-by":"crossref","unstructured":"Oh H. M. H. Lee and M. Y. Kim. 2019. Comparing Convolutional Neural Network (CNN) models for machine learning-based drone and bird classification of anti-drone system. In 2019 19th International Conference on Control Automation and Systems (ICCAS) (pp. 87-90). IEEE.","DOI":"10.23919\/ICCAS47443.2019.8971699"},{"key":"e_1_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2021.102456"},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3065926"},{"key":"e_1_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rsn.2018.0020"},{"key":"e_1_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3026192"},{"key":"e_1_3_3_46_1","unstructured":"Prechelt L. (n.d.). Early stopping | but when? 15."},{"key":"e_1_3_3_47_1","first-page":"39(5): 879","article-title":"Detecting flying objects using a single moving camera","author":"Rozantsev A.","year":"2016","unstructured":"Rozantsev, A., V. Lepetit, and P. Fua. 2016. Detecting flying objects using a single moving camera IEEE transactions on pattern analysis and machine intelligence. 39(5): 879\u2013892.","journal-title":"IEEE transactions on pattern analysis and machine intelligence"},{"key":"e_1_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.3390\/aerospace9010031"},{"key":"e_1_3_3_49_1","volume-title":"Comparing shallow versus deep neural network architectures for automatic music genre classification","author":"Schindler A.","unstructured":"Schindler, A., T. Lidy, and A. Rauber. n.d. Comparing shallow versus deep neural network architectures for automatic music genre classification, vol. 5."},{"key":"e_1_3_3_50_1","doi-asserted-by":"publisher","DOI":"10.3390\/s20143856"},{"key":"e_1_3_3_51_1","doi-asserted-by":"publisher","DOI":"10.3390\/en14164748"},{"key":"e_1_3_3_52_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700430"},{"key":"e_1_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.1080\/09537287.2021.1882688"},{"key":"e_1_3_3_54_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI52525.2021.00225"},{"key":"e_1_3_3_55_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2942944"},{"key":"e_1_3_3_56_1","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2016.2582538"},{"issue":"9","key":"e_1_3_3_57_1","first-page":"128","article-title":"Using shape descriptors for UAV detection","volume":"2017","author":"Unlu E.","year":"2018","unstructured":"Unlu, E., E. Zenou, and N. Rivi\u00e8re. 2018. Using shape descriptors for UAV detection. Electronic Imaging 2017 (9):128\u20135. https:\/\/hal.archives-ouvertes.fr\/hal-01740282.","journal-title":"Electronic Imaging"},{"key":"e_1_3_3_58_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICICCS51141.2021.9432136"},{"key":"e_1_3_3_59_1","unstructured":"U.S.C. Title 49\u2014TRANSPORTATION. n.d.-c. Accessed March 15 2021. https:\/\/www.govinfo.gov\/content\/pkg\/USCODE-2018-title49\/html\/USCODE-2018-title49-subtitleVII-partA-subpartiii-chap448-sec44801.htm"},{"key":"e_1_3_3_60_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2020.07.042"},{"key":"e_1_3_3_61_1","doi-asserted-by":"publisher","DOI":"10.1109\/CyberC.2018.00084"},{"key":"e_1_3_3_62_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2764419"},{"key":"e_1_3_3_63_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2020.08.125"},{"key":"e_1_3_3_64_1","doi-asserted-by":"publisher","DOI":"10.1504\/IJSSE.2022.125947"},{"key":"e_1_3_3_65_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.iswa.2023.200296"},{"key":"e_1_3_3_66_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-020-05537-9"},{"key":"e_1_3_3_67_1","unstructured":"Zhao J. J. Zhang D. Li and D. Wang. 2022. Vision-Based Anti-UAV Detection and Tracking (arXiv:2205.10851). arXiv. http:\/\/arxiv.org\/abs\/2205.10851"},{"key":"e_1_3_3_68_1","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2021.3056059"},{"key":"e_1_3_3_69_1","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1255"},{"key":"e_1_3_3_70_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2021.104269"}],"container-title":["Applied Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/08839514.2024.2318672","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,16]],"date-time":"2024-12-16T16:21:33Z","timestamp":1734366093000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/08839514.2024.2318672"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,2,17]]},"references-count":69,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,12,31]]}},"alternative-id":["10.1080\/08839514.2024.2318672"],"URL":"https:\/\/doi.org\/10.1080\/08839514.2024.2318672","relation":{},"ISSN":["0883-9514","1087-6545"],"issn-type":[{"value":"0883-9514","type":"print"},{"value":"1087-6545","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,2,17]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uaai20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uaai20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2023-03-13","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-11-24","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-02-01","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-02-17","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2318672"}}