{"id":"https://openalex.org/W7140654282","doi":"https://doi.org/10.1016/j.inffus.2026.104323","title":"From species-specific models to universal re-ID: a survey of animal re-identification","display_name":"From species-specific models to universal re-ID: a survey of animal re-identification","publication_year":2026,"publication_date":"2026-03-26","ids":{"openalex":"https://openalex.org/W7140654282","doi":"https://doi.org/10.1016/j.inffus.2026.104323"},"language":"en","primary_location":{"id":"doi:10.1016/j.inffus.2026.104323","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.inffus.2026.104323","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.inffus.2026.104323","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057859690","display_name":"Cigdem Beyan","orcid":"https://orcid.org/0000-0002-9583-0087"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Cigdem Beyan","raw_affiliation_strings":["Department of Computer Science, University of Verona, Strada Le Grazie 15, Verona, 37134, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9583-0087","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Strada Le Grazie 15, Verona, 37134, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028621401","display_name":"An\u0131l Osman Tur","orcid":null},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Anil Osman Tur","raw_affiliation_strings":["Department of Computer Science, University of Verona, Strada Le Grazie 15, Verona, 37134, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7772-5235","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Strada Le Grazie 15, Verona, 37134, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123751472","display_name":"Ehsan Karimi","orcid":null},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ehsan Karimi","raw_affiliation_strings":["Department of Computer Science, University of Verona, Strada Le Grazie 15, Verona, 37134, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Strada Le Grazie 15, Verona, 37134, Italy","institution_ids":["https://openalex.org/I119439378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057859690"],"corresponding_institution_ids":["https://openalex.org/I119439378"],"apc_list":{"value":4650,"currency":"USD","value_usd":4650},"apc_paid":{"value":4650,"currency":"USD","value_usd":4650},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59572573,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"133","issue":null,"first_page":"104323","last_page":"104323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.5881999731063843,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.5881999731063843,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.0940999984741211,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular 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"}},{"id":"https://openalex.org/T10199","display_name":"Wildlife Ecology and Conservation","score":0.04639999940991402,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.24150000512599945},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.22579999268054962},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.20659999549388885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.600600004196167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3555000126361847},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34790000319480896},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.24150000512599945},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.23989999294281006},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.22579999268054962},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.219200000166893},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.20659999549388885},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20389999449253082},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2037999927997589}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.inffus.2026.104323","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.inffus.2026.104323","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.inffus.2026.104323","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.inffus.2026.104323","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1964775579","https://openalex.org/W1974152468","https://openalex.org/W2096320880","https://openalex.org/W2132392983","https://openalex.org/W2151103935","https://openalex.org/W2499468060","https://openalex.org/W2898200825","https://openalex.org/W2990466368","https://openalex.org/W3021068338","https://openalex.org/W3047713023","https://openalex.org/W3136038792","https://openalex.org/W3201493437","https://openalex.org/W3216185969","https://openalex.org/W4224943773","https://openalex.org/W4292429807","https://openalex.org/W4303982429","https://openalex.org/W4306954492","https://openalex.org/W4308745377","https://openalex.org/W4312127152","https://openalex.org/W4317473386","https://openalex.org/W4321597621","https://openalex.org/W4387662965","https://openalex.org/W4389762905","https://openalex.org/W4390587259","https://openalex.org/W4391592186","https://openalex.org/W4392094354","https://openalex.org/W4396518179","https://openalex.org/W4404643469","https://openalex.org/W4405554755","https://openalex.org/W4406166476","https://openalex.org/W4407366645","https://openalex.org/W4409321921","https://openalex.org/W4409920989","https://openalex.org/W4410191734","https://openalex.org/W4411255098","https://openalex.org/W4411468632"],"related_works":[],"abstract_inverted_index":{"\u2022":[0,12,23,33,46],"Survey":[1],"of":[2,26,35,92,109,127,136],"41":[3,119],"animal":[4,58,110,128,171],"Re-ID":[5,55,111,129,172],"studies":[6],"published":[7,113],"between":[8,114],"2020":[9,115],"and":[10,20,29,43,52,71,85,101,116,131,139,154,158,168,183],"2025.":[11],"Unified":[13],"taxonomy":[14,126],"covering":[15],"feature,":[16],"metric,":[17],"temporal,":[18],"multimodal,":[19,51],"training":[21],"regimes.":[22],"Comprehensive":[24],"review":[25,108],"datasets,":[27,138],"benchmarks,":[28],"habitat-based":[30],"evaluation":[31,140,156],"protocols.":[32],"Analysis":[34],"major":[36],"challenges,":[37,146],"including":[38,147],"domain":[39,148],"shift,":[40,149],"temporal":[41,150],"drift,":[42],"annotation":[44,152],"scarcity.":[45],"Future":[47],"directions":[48,163],"toward":[49,164],"universal,":[50,165],"ecologically":[53,169],"robust":[54,182],"systems.":[56,173],"Automated":[57],"re-identification":[59],"(Re-ID)":[60],"has":[61,88],"become":[62],"an":[63,133],"essential":[64],"tool":[65],"for":[66,96,180],"wildlife":[67],"ecology,":[68],"conservation":[69],"management,":[70],"precision":[72],"livestock":[73],"farming.":[74],"Recent":[75],"progress":[76],"in":[77,186],"deep":[78],"representation":[79],"learning,":[80,84],"transformer":[81],"architectures,":[82],"multimodal":[83],"vision\u2013language":[86],"modeling":[87],"accelerated":[89],"the":[90,187],"development":[91],"scalable,":[93],"non-invasive":[94],"systems":[95],"identifying":[97],"individuals":[98],"across":[99],"images":[100],"videos.":[102],"This":[103,174],"survey":[104,175],"provides":[105,176],"a":[106,124,177],"comprehensive":[107],"research":[112,162],"2025,":[117],"encompassing":[118],"peer-reviewed":[120],"works.":[121],"We":[122,142],"propose":[123],"structured":[125],"methods":[130],"provide":[132],"integrated":[134],"analysis":[135],"approaches,":[137],"practices.":[141],"also":[143],"highlight":[144],"persistent":[145],"variability,":[151],"scarcity,":[153],"inconsistent":[155],"protocols,":[157],"outline":[159],"broad":[160],"future":[161],"temporally":[166],"robust,":[167],"meaningful":[170],"unified":[178],"foundation":[179],"advancing":[181],"deployable":[184],"solutions":[185],"coming":[188],"decade.":[189]},"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-03-27T00:00:00"}
