{"id":"https://openalex.org/W4414458145","doi":"https://doi.org/10.1007/s44443-025-00242-9","title":"A two-stage framework for cattle face re-identification with feature-contour and fine-texture enhancement","display_name":"A two-stage framework for cattle face re-identification with feature-contour and fine-texture enhancement","publication_year":2025,"publication_date":"2025-09-24","ids":{"openalex":"https://openalex.org/W4414458145","doi":"https://doi.org/10.1007/s44443-025-00242-9"},"language":"en","primary_location":{"id":"doi:10.1007/s44443-025-00242-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00242-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00242-9.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"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":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00242-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102013983","display_name":"Lisha Hu","orcid":"https://orcid.org/0000-0003-4669-8654"},"institutions":[{"id":"https://openalex.org/I3129293551","display_name":"Tarim University","ror":"https://ror.org/05202v862","country_code":"CN","type":"education","lineage":["https://openalex.org/I3129293551"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Hu","raw_affiliation_strings":["Key Laboratory of Tarim Oasis Agriculture, Ministry of Education, College of Information Engineering, Tarim University, Alar, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Tarim Oasis Agriculture, Ministry of Education, College of Information Engineering, Tarim University, Alar, China","institution_ids":["https://openalex.org/I3129293551"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xu Li","orcid":"https://orcid.org/0009-0009-7776-5099"},"institutions":[{"id":"https://openalex.org/I166427055","display_name":"Xinjiang Agricultural University","ror":"https://ror.org/04qjh2h11","country_code":"CN","type":"education","lineage":["https://openalex.org/I166427055"]},{"id":"https://openalex.org/I3129293551","display_name":"Tarim University","ror":"https://ror.org/05202v862","country_code":"CN","type":"education","lineage":["https://openalex.org/I3129293551"]},{"id":"https://openalex.org/I4210126088","display_name":"Fruit Research Institute","ror":"https://ror.org/041drfb04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099004","https://openalex.org/I4210126088"]},{"id":"https://openalex.org/I4210157944","display_name":"Xinjiang Uygur Autonomous Region Education Department","ror":"https://ror.org/0487kvf73","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210157944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xu Li","raw_affiliation_strings":["Efficiency and Superior-Quality Cultivation and Fruit Deep Processing Technology On Characteristic Fruit Trees, National-Local Joint Engineering Laboratory of High, Alar, China","Key Laboratory of Tarim Oasis Agriculture, Ministry of Education, College of Information Engineering, Tarim University, Alar, China","Modern Agricultural Engineering Key Laboratory at Universities of Education Department of Xinjiang Uygur Autonomous Region, Xinjiang, China"],"raw_orcid":"https://orcid.org/0009-0009-7776-5099","affiliations":[{"raw_affiliation_string":"Efficiency and Superior-Quality Cultivation and Fruit Deep Processing Technology On Characteristic Fruit Trees, National-Local Joint Engineering Laboratory of High, Alar, China","institution_ids":["https://openalex.org/I4210126088"]},{"raw_affiliation_string":"Key Laboratory of Tarim Oasis Agriculture, Ministry of Education, College of Information Engineering, Tarim University, Alar, China","institution_ids":["https://openalex.org/I3129293551"]},{"raw_affiliation_string":"Modern Agricultural Engineering Key Laboratory at Universities of Education Department of Xinjiang Uygur Autonomous Region, Xinjiang, China","institution_ids":["https://openalex.org/I166427055","https://openalex.org/I4210157944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423029","display_name":"Zhao Zhang","orcid":"https://orcid.org/0000-0002-5703-7969"},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhao Zhang","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, China","Key Laboratory of Agricultural Information Acquisition Technology, Ministry of Agriculture and Rural Affairs, China Agricultural University, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Information Acquisition Technology, Ministry of Agriculture and Rural Affairs, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I4210151987","https://openalex.org/I52158045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404163","display_name":"Guoliang Li","orcid":"https://orcid.org/0000-0003-1601-6640"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoliang Li","raw_affiliation_strings":["Key Laboratory of Smart Farming Technology, Ministry of Agriculture and Rural Affairs, College of Informatics, Huazhong Agricultural University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Farming Technology, Ministry of Agriculture and Rural Affairs, College of Informatics, Huazhong Agricultural University, Wuhan, China","institution_ids":["https://openalex.org/I204823248","https://openalex.org/I4210151987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100423029"],"corresponding_institution_ids":["https://openalex.org/I166427055","https://openalex.org/I3129293551","https://openalex.org/I4210126088","https://openalex.org/I4210151987","https://openalex.org/I4210157944","https://openalex.org/I52158045"],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":0.6239,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71965196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"37","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9936000108718872,"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":0.9936000108718872,"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":0.9919000267982483,"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/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5501000285148621},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5350000262260437},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5174999833106995},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48919999599456787},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4844000041484833},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4672999978065491},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.46700000762939453},{"id":"https://openalex.org/keywords/feature-matching","display_name":"Feature matching","score":0.448199987411499}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6848000288009644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6292999982833862},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5501000285148621},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5350000262260437},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5174999833106995},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48919999599456787},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4844000041484833},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4672999978065491},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.46700000762939453},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4650999903678894},{"id":"https://openalex.org/C2983787585","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature matching","level":3,"score":0.448199987411499},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.35179999470710754},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.3483000099658966},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34779998660087585},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.3379000127315521},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3379000127315521},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.33309999108314514},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.3246000111103058},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.299699991941452},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2572000026702881},{"id":"https://openalex.org/C68859911","wikidata":"https://www.wikidata.org/wiki/Q1503724","display_name":"Pattern matching","level":2,"score":0.2522999942302704},{"id":"https://openalex.org/C101814296","wikidata":"https://www.wikidata.org/wiki/Q5439685","display_name":"Feature model","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44443-025-00242-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00242-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00242-9.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"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":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ae855268a23042bcac8ddec92ea5e76b","is_oa":true,"landing_page_url":"https://doaj.org/article/ae855268a23042bcac8ddec92ea5e76b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 8, Pp 1-26 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44443-025-00242-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00242-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00242-9.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"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":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3991397924","display_name":null,"funder_award_id":"TDZKCX202102","funder_id":"https://openalex.org/F4320325208","funder_display_name":"Tarim University"},{"id":"https://openalex.org/G515986289","display_name":null,"funder_award_id":"2021CB041","funder_id":"https://openalex.org/F4320330448","funder_display_name":"Youth and Middle-aged Scientific and Technological Innovation Leading Talents Program of the Corps"},{"id":"https://openalex.org/G5486152420","display_name":null,"funder_award_id":"202002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7359290997","display_name":"\u5357\u7586\u76d0\u6e0d\u5316\u5730\u533a\u68c9\u82b1\u6c34\u6c2e\u8fc1\u79fb\u673a\u7406\u53ca\u6548\u5e94\u6a21\u62df\u7814\u7a76","funder_award_id":"61563046","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324775","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294"},{"id":"https://openalex.org/F4320325208","display_name":"Tarim University","ror":"https://ror.org/05202v862"},{"id":"https://openalex.org/F4320330448","display_name":"Youth and Middle-aged Scientific and Technological Innovation Leading Talents Program of the Corps","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414458145.pdf","grobid_xml":"https://content.openalex.org/works/W4414458145.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1531418579","https://openalex.org/W1917693253","https://openalex.org/W1997346206","https://openalex.org/W2055781575","https://openalex.org/W2061340187","https://openalex.org/W2168014483","https://openalex.org/W2618323416","https://openalex.org/W2752782242","https://openalex.org/W2895348646","https://openalex.org/W2903551591","https://openalex.org/W2918101442","https://openalex.org/W2962965870","https://openalex.org/W2965862774","https://openalex.org/W2967515867","https://openalex.org/W3007638707","https://openalex.org/W3035522863","https://openalex.org/W3133862156","https://openalex.org/W3138516171","https://openalex.org/W3162650532","https://openalex.org/W3201379052","https://openalex.org/W4206832536","https://openalex.org/W4220668479","https://openalex.org/W4240361565","https://openalex.org/W4290064594","https://openalex.org/W4319266066","https://openalex.org/W4362500790","https://openalex.org/W4381739819","https://openalex.org/W4385062296","https://openalex.org/W4385493083","https://openalex.org/W4386076493","https://openalex.org/W4386083031","https://openalex.org/W4387487502","https://openalex.org/W4387625076","https://openalex.org/W4390965835","https://openalex.org/W4391971934","https://openalex.org/W4392005806","https://openalex.org/W4392405388","https://openalex.org/W4394685284","https://openalex.org/W4400477676","https://openalex.org/W4402754006","https://openalex.org/W4402979889","https://openalex.org/W4403147993","https://openalex.org/W4403581955","https://openalex.org/W4405044504","https://openalex.org/W4407870907","https://openalex.org/W4408106101","https://openalex.org/W4413147183"],"related_works":[],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,31,60,109,113],"challenge":[3],"of":[4,120,127],"accurate":[5],"identification":[6],"in":[7],"low-texture":[8],"cattle":[9,21],"breeds":[10],"such":[11],"as":[12],"Angus,":[13],"this":[14],"study":[15],"presents":[16],"a":[17,34,63,90,117],"structurally":[18],"optimized":[19],"two-stage":[20],"face":[22],"re-identification":[23,118],"framework":[24],"tailored":[25],"for":[26],"complex":[27],"farming":[28],"environments.":[29],"In":[30],"detection":[32],"stage,":[33,62],"lightweight":[35],"model":[36],"named":[37,95],"Pruned":[38],"Edge-enhanced":[39],"Real-Time":[40],"Detection":[41],"Transformer":[42],"(PrunedEdge-DETR)":[43],"is":[44,73,97,142],"proposed":[45,114],"to":[46,85,99],"enhance":[47],"contour":[48],"sensitivity":[49],"while":[50],"significantly":[51],"reducing":[52],"computational":[53],"cost":[54],"via":[55],"grouped":[56],"Taylor":[57],"pruning.":[58],"For":[59],"recognition":[61],"dual-branch":[64],"feature":[65,87,91],"extraction":[66],"network":[67],"called":[68],"Dual-channel":[69],"fused":[70],"MobileViT":[71],"(DCFuseViT)":[72],"designed,":[74],"which":[75],"fuses":[76],"local":[77],"contours,":[78],"fine-grained":[79],"textures,":[80],"and":[81,102,136],"global":[82],"semantic":[83],"features":[84],"improve":[86],"discriminability.":[88],"Additionally,":[89],"library\u2013based":[92],"matching":[93],"mechanism":[94],"EffiLibCatReID":[96],"introduced":[98],"enable":[100],"fast":[101],"scalable":[103],"identity":[104],"retrieval.":[105],"Experimental":[106],"results":[107],"on":[108],"AngusDataset-128":[110],"demonstrate":[111],"that":[112],"method":[115],"achieves":[116],"accuracy":[119],"97.8%":[121],"with":[122],"an":[123],"average":[124],"inference":[125],"time":[126],"9.61":[128],"ms":[129],"per":[130],"image,":[131],"confirming":[132],"its":[133],"real-time":[134],"performance":[135],"deployment":[137],"potential.":[138],"The":[139],"source":[140],"code":[141],"available":[143],"at:":[144],"https://github.com/HLJ11235/cattle-re-id.git":[145],".":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}