{"id":"https://openalex.org/W4391331173","doi":"https://doi.org/10.1109/smc53992.2023.10394465","title":"Wildlife Species Recognition Using Deep Learning","display_name":"Wildlife Species Recognition Using Deep Learning","publication_year":2023,"publication_date":"2023-10-01","ids":{"openalex":"https://openalex.org/W4391331173","doi":"https://doi.org/10.1109/smc53992.2023.10394465"},"language":"en","primary_location":{"id":"doi:10.1109/smc53992.2023.10394465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53992.2023.10394465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5047470179","display_name":"Sergio Salom\u00f3n","orcid":"https://orcid.org/0000-0003-4052-0556"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sergio Salom\u00f3n","raw_affiliation_strings":["Axpe Consulting,Department of Artificial intelligence,Camargo,Spain,39600"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Axpe Consulting,Department of Artificial intelligence,Camargo,Spain,39600","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007238161","display_name":"Santos Bringas","orcid":"https://orcid.org/0000-0003-1144-8057"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Santos Bringas","raw_affiliation_strings":["Axpe Consulting,Department of Artificial intelligence,Camargo,Spain,39600"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Axpe Consulting,Department of Artificial intelligence,Camargo,Spain,39600","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061509063","display_name":"Rafael Duque","orcid":"https://orcid.org/0000-0001-8636-3213"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Duque","raw_affiliation_strings":["University of Cantabria,Faculty of Science,Department of Mathematics, Statistics and Computer Science,Santander,Spain,39005"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cantabria,Faculty of Science,Department of Mathematics, Statistics and Computer Science,Santander,Spain,39005","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025023315","display_name":"Jos\u00e9 Luis Monta\u00f1a","orcid":"https://orcid.org/0000-0001-9338-6085"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 L. Monta\u00f1a","raw_affiliation_strings":["University of Cantabria,Faculty of Science,Department of Mathematics, Statistics and Computer Science,Santander,Spain,39005"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cantabria,Faculty of Science,Department of Mathematics, Statistics and Computer Science,Santander,Spain,39005","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052604050","display_name":"Avelino J. Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-8965-2552"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Avelino J. Gonz\u00e1lez","raw_affiliation_strings":["University of Central Florida,Department of Computer Science,Orlando,FL,USA,32816"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Florida,Department of Computer Science,Orlando,FL,USA,32816","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5614,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69518821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"221","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.978600025177002,"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":0.978600025177002,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9722999930381775,"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/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wildlife","display_name":"Wildlife","score":0.7531253099441528},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6342946887016296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5146804451942444},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49108409881591797},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.19695648550987244},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12472525238990784}],"concepts":[{"id":"https://openalex.org/C29376679","wikidata":"https://www.wikidata.org/wiki/Q241741","display_name":"Wildlife","level":2,"score":0.7531253099441528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6342946887016296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5146804451942444},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49108409881591797},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.19695648550987244},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12472525238990784}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc53992.2023.10394465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53992.2023.10394465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2413367505","https://openalex.org/W2776755665","https://openalex.org/W2782689936","https://openalex.org/W2883386984","https://openalex.org/W2898795483","https://openalex.org/W2936012732","https://openalex.org/W2952113774","https://openalex.org/W2962626127","https://openalex.org/W2964298670","https://openalex.org/W2997280092","https://openalex.org/W2999689051","https://openalex.org/W3035263170","https://openalex.org/W3093414036","https://openalex.org/W3100181012","https://openalex.org/W3206824631","https://openalex.org/W4214755574","https://openalex.org/W4287813248"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"The":[0],"recent":[1],"deep":[2],"learning":[3],"techniques":[4,61,93],"of":[5,26,70,87,120,166,172],"the":[6,24,68,85,116,121,162,170],"last":[7],"decade":[8],"are":[9],"opening":[10],"new":[11],"applications":[12],"and":[13,35,52,65,102,137,160,164,174],"innovations":[14],"for":[15,115,139,150,169],"numerous":[16],"diverse":[17],"fields.":[18],"In":[19,38],"this":[20,44,56,71,110,140],"research,":[21],"we":[22,58,66],"study":[23,114],"problem":[25,48,72],"wildlife":[27,167],"species":[28,151],"recognition":[29],"based":[30,91],"on":[31,92],"camera":[32],"trap":[33],"snapshots":[34],"automated":[36],"methods.":[37],"comparison":[39],"to":[40,50,75,158],"conventional":[41],"image":[42,96],"classification,":[43],"poses":[45],"a":[46,81,88,112],"harder":[47],"due":[49],"noise":[51],"information":[53],"redundancy.":[54],"To":[55],"end,":[57],"apply":[59],"state-of-the-art":[60],"from":[62,146],"computer":[63],"vision,":[64],"consider":[67],"characteristics":[69],"in":[73,84,109],"regard":[74],"heterogeneous":[76],"noisy":[77],"data.":[78],"We":[79,107,133],"design":[80],"preliminary":[82,148],"approach,":[83],"form":[86],"data":[89,98,129],"pipeline,":[90],"such":[94],"as":[95,125,142,144],"preprocessing,":[97],"augmentation,":[99],"transfer":[100],"learning,":[101],"convolutional":[103],"neural":[104],"network":[105],"models.":[106],"introduce":[108],"work":[111],"case":[113],"Integrated":[117],"Management":[118],"System":[119],"Natural":[122],"Environment":[123],"(known":[124],"\u201cSIGMedNat\u201d)":[126],"that":[127],"collects":[128],"about":[130],"Cantabria's":[131],"wildlife.":[132],"analyze":[134],"several":[135],"factors":[136],"challenges":[138],"case,":[141],"well":[143],"results":[145],"our":[147],"approach":[149],"recognition.":[152],"This":[153],"application":[154],"can":[155],"be":[156],"useful":[157],"facilitate":[159],"improve":[161],"monitoring":[163],"tracking":[165],"animals":[168],"purposes":[171],"observation":[173],"preservation.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
