{"id":"https://openalex.org/W4285104169","doi":"https://doi.org/10.1145/3532213.3532280","title":"Deep Learning based Animal Detection and Tracking in Drone Video Footage","display_name":"Deep Learning based Animal Detection and Tracking in Drone Video Footage","publication_year":2022,"publication_date":"2022-03-18","ids":{"openalex":"https://openalex.org/W4285104169","doi":"https://doi.org/10.1145/3532213.3532280"},"language":"en","primary_location":{"id":"doi:10.1145/3532213.3532280","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3532213.3532280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062828254","display_name":"Thani Jintasuttisak","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Thani Jintasuttisak","raw_affiliation_strings":["Department of Computer Science, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056891094","display_name":"Andrew Leonc\u00e9","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew Leonce","raw_affiliation_strings":["College of Technological Innovation, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Technological Innovation, United Arab Emirates","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032652564","display_name":"Moayyed Sher Shah","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Moayyed Sher Shah","raw_affiliation_strings":["Dubai Desert Conservation Reserve, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Dubai Desert Conservation Reserve, United Arab Emirates","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060839419","display_name":"Tamer Khafaga","orcid":"https://orcid.org/0000-0002-3045-0323"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tamer Khafaga","raw_affiliation_strings":["Dubai Desert Conservation Reserve, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Dubai Desert Conservation Reserve, United Arab Emirates","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085819022","display_name":"Greg Simkins","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Greg Simkins","raw_affiliation_strings":["Dubai Desert Conservation Reserve, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Dubai Desert Conservation Reserve, United Arab Emirates","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027935136","display_name":"Eran A. Edirisinghe","orcid":"https://orcid.org/0000-0002-7570-3670"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eran Edirisinghe","raw_affiliation_strings":["School of Computing and Mathematics, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062828254"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1073,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.78329824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"425","last_page":"431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9144999980926514,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7469066381454468},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.728402853012085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7157776355743408},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6833156943321228},{"id":"https://openalex.org/keywords/tracking-system","display_name":"Tracking system","score":0.6396969556808472},{"id":"https://openalex.org/keywords/oryx","display_name":"Oryx","score":0.633056104183197},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6121957898139954},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.47897839546203613},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.451559841632843},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4334312677383423},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.23750099539756775}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7469066381454468},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.728402853012085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7157776355743408},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6833156943321228},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.6396969556808472},{"id":"https://openalex.org/C2779536738","wikidata":"https://www.wikidata.org/wiki/Q658179","display_name":"Oryx","level":2,"score":0.633056104183197},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6121957898139954},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.47897839546203613},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.451559841632843},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4334312677383423},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.23750099539756775},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3532213.3532280","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3532213.3532280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1986828014","https://openalex.org/W2047339223","https://openalex.org/W2047691564","https://openalex.org/W2053865544","https://openalex.org/W2065739526","https://openalex.org/W2102605133","https://openalex.org/W2144506857","https://openalex.org/W2416821539","https://openalex.org/W2883318486","https://openalex.org/W2909454869","https://openalex.org/W2910443073","https://openalex.org/W2920691328","https://openalex.org/W2963037989","https://openalex.org/W2963857746","https://openalex.org/W2964668276","https://openalex.org/W2967086232","https://openalex.org/W2969535679","https://openalex.org/W2972624900","https://openalex.org/W2981546531","https://openalex.org/W3021176673","https://openalex.org/W3042011474","https://openalex.org/W3043157863","https://openalex.org/W3081298030","https://openalex.org/W3092551756","https://openalex.org/W3105550226","https://openalex.org/W3115773619","https://openalex.org/W6922057760"],"related_works":["https://openalex.org/W2318603563","https://openalex.org/W2898683411","https://openalex.org/W887692824","https://openalex.org/W2910635843","https://openalex.org/W2354419434","https://openalex.org/W3178626677","https://openalex.org/W4285271403","https://openalex.org/W2110357291","https://openalex.org/W3015801620","https://openalex.org/W377974473"],"abstract_inverted_index":{"In":[0,47],"this":[1],"paper,":[2],"we":[3,52,68],"propose":[4],"a":[5,19,70,117],"multiple":[6],"animal":[7,39,45,49],"tracking":[8,66,72,138],"system":[9,29,91,139],"in":[10,64,82,125],"drone":[11,95,118],"footage":[12,97],"that":[13,136],"is":[14,92],"designed":[15],"and":[16,41,63,142,161],"implemented":[17],"using":[18,116],"Deep":[20],"Neural":[21],"Network":[22],"(DNN)":[23],"based":[24],"tracking-by-detection":[25],"approach.":[26],"The":[27,86,132],"proposed":[28,90],"consists":[30],"of":[31,57,78,88,100,106,108,129],"two":[32],"main":[33],"components,":[34],"namely":[35],"the":[36,42,48,54,65,76,79,89,126,130,151],"sub-system":[37,43],"for":[38,44],"detection,":[40],"tracking.":[46],"detection":[50],"component,":[51,67],"exploit":[53],"effective":[55],"use":[56,69],"YOLO-V5":[58],"to":[59,74,156],"detect":[60,141],"individual":[61,109,144],"animals":[62,81],"centroid":[71],"algorithm":[73],"associate":[75],"location":[77],"detected":[80],"consecutive":[83],"video":[84,96],"frames.":[85],"performance":[87],"analyzed":[93],"on":[94],"containing":[98],"herds":[99],"Arabian":[101],"Oryx":[102],"with":[103],"complex":[104],"patterns":[105],"movement":[107],"animals.":[110],"All":[111],"videos":[112],"were":[113],"recorded":[114],"by":[115],"flying":[119],"over":[120],"known":[121],"oryx":[122],"feeding":[123],"points":[124],"desert":[127],"areas":[128],"UAE.":[131],"experimental":[133],"results":[134],"showed":[135],"our":[137],"can":[140],"track":[143],"oryxes":[145,152],"within":[146],"herds,":[147],"accurately,":[148],"even":[149],"when":[150],"are":[153],"very":[154],"close":[155],"each":[157,166],"other,":[158],"partially":[159],"occluded":[160],"their":[162],"walking":[163],"paths":[164],"cross":[165],"other.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
