{"id":"https://openalex.org/W4385485555","doi":"https://doi.org/10.1145/3594315.3594642","title":"Livestock Recognition and Identification with Deep Convolutional Neural Networks: A Case Study of Pigs","display_name":"Livestock Recognition and Identification with Deep Convolutional Neural Networks: A Case Study of Pigs","publication_year":2023,"publication_date":"2023-03-17","ids":{"openalex":"https://openalex.org/W4385485555","doi":"https://doi.org/10.1145/3594315.3594642"},"language":"en","primary_location":{"id":"doi:10.1145/3594315.3594642","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3594315.3594642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 9th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","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/A5047617673","display_name":"Feiyang Zhao","orcid":"https://orcid.org/0009-0000-5573-2207"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feiyang Zhao","raw_affiliation_strings":["Chongqing Institute of Engineering, China"],"raw_orcid":"https://orcid.org/0009-0000-5573-2207","affiliations":[{"raw_affiliation_string":"Chongqing Institute of Engineering, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013326627","display_name":"Maohong Tian","orcid":"https://orcid.org/0000-0002-4196-3044"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maohong Tian","raw_affiliation_strings":["Chongqing Institute of Engineering, China and Shu Yi Xin Credit Management Co,LTD, China"],"raw_orcid":"https://orcid.org/0000-0002-4196-3044","affiliations":[{"raw_affiliation_string":"Chongqing Institute of Engineering, China and Shu Yi Xin Credit Management Co,LTD, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102016605","display_name":"Sheng Hu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sheng Hu","raw_affiliation_strings":["Chongqing Institute of Engineering, China"],"raw_orcid":"https://orcid.org/0009-0006-9766-5237","affiliations":[{"raw_affiliation_string":"Chongqing Institute of Engineering, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008889422","display_name":"Jian Liang","orcid":"https://orcid.org/0000-0002-5648-541X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Liang","raw_affiliation_strings":["Chongqing Institute of Engineering, China"],"raw_orcid":"https://orcid.org/0000-0002-5648-541X","affiliations":[{"raw_affiliation_string":"Chongqing Institute of Engineering, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101524076","display_name":"Longfu Zhou","orcid":"https://orcid.org/0009-0005-0348-0673"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Longfu Zhou","raw_affiliation_strings":["Chongqing Institute of Engineering, China"],"raw_orcid":"https://orcid.org/0009-0005-0348-0673","affiliations":[{"raw_affiliation_string":"Chongqing Institute of Engineering, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083232624","display_name":"Hualin Li","orcid":"https://orcid.org/0000-0001-9536-3477"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hualin Li","raw_affiliation_strings":["Chongqing Institute of Engineering, China and Shu Yi Xin Credit Management Co,LTD, China"],"raw_orcid":"https://orcid.org/0000-0001-9536-3477","affiliations":[{"raw_affiliation_string":"Chongqing Institute of Engineering, China and Shu Yi Xin Credit Management Co,LTD, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":null,"first_page":"185","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.998199999332428,"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":0.998199999332428,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9872999787330627,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7390699982643127},{"id":"https://openalex.org/keywords/livestock","display_name":"Livestock","score":0.6961237788200378},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6524205207824707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6244000196456909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5797264575958252},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5092839002609253},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3469022512435913},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12506359815597534},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.055521219968795776},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.05508735775947571}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7390699982643127},{"id":"https://openalex.org/C112964050","wikidata":"https://www.wikidata.org/wiki/Q103459","display_name":"Livestock","level":2,"score":0.6961237788200378},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6524205207824707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6244000196456909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5797264575958252},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5092839002609253},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3469022512435913},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12506359815597534},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.055521219968795776},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.05508735775947571}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3594315.3594642","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3594315.3594642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 9th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2066536516","https://openalex.org/W2108399535","https://openalex.org/W2299724792","https://openalex.org/W2587466508","https://openalex.org/W2908467201","https://openalex.org/W2910495627","https://openalex.org/W2910675271","https://openalex.org/W2957697881","https://openalex.org/W2982716159","https://openalex.org/W3005865003","https://openalex.org/W3041906494","https://openalex.org/W3045788690","https://openalex.org/W3131306119","https://openalex.org/W3153594930","https://openalex.org/W3175036150","https://openalex.org/W4200149925","https://openalex.org/W4206208501","https://openalex.org/W4213438466","https://openalex.org/W4220852173","https://openalex.org/W4224313817","https://openalex.org/W4285207597","https://openalex.org/W4287879026","https://openalex.org/W4290466588","https://openalex.org/W4293686330","https://openalex.org/W4320487943"],"related_works":["https://openalex.org/W1573929026","https://openalex.org/W2137957896","https://openalex.org/W2042118304","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Animal":[0],"recognition":[1,58],"with":[2],"Object":[3],"Detection":[4],"(OD)":[5],"method":[6,59],"by":[7,71],"using":[8],"deep":[9,80],"learning":[10,81],"techniques":[11],"has":[12],"gained":[13],"popularities":[14],"in":[15,21,39,50,67,143],"biodiversity":[16],"preservation":[17],"and\u201csmart":[18],"farm\u201d":[19],"program":[20],"recent":[22],"years.":[23],"Current":[24],"research":[25,112,133],"mainly":[26],"focuses":[27],"on":[28],"model":[29,104],"training":[30],"and":[31,79,86,100,108,121,140],"parameter":[32],"optimization":[33],"of":[34,37,48,65,89,102,134],"different":[35,68,84,90],"forms":[36],"livestock":[38,66,137],"a":[40],"single":[41],"scene.":[42],"To":[43],"meet":[44],"the":[45,62,97,103],"developmental":[46],"needs":[47],"farms":[49],"modern":[51],"agriculture,":[52],"this":[53],"paper":[54],"proposes":[55],"an":[56],"image":[57],"which":[60,128],"preprocesses":[61],"morphological":[63],"characteristics":[64],"captivity":[69],"scenarios,":[70],"combining":[72],"Kennard":[73],"Stone":[74],"algorithm,":[75],"K-means":[76],"II":[77],"algorithm":[78],"models":[82],"for":[83,116,125],"scenes":[85],"live":[87],"pigs":[88],"behavior":[91],"characteristics.":[92],"Our":[93,111],"results":[94],"show":[95],"that":[96],"F1-socre,":[98],"mAP0.5,":[99],"mAP0.5-0.95":[101],"were":[105],"98.48,":[106],"99.27":[107],"73.03,":[109],"respectively.":[110],"shows":[113],"significant":[114],"improvements":[115],"promoting":[117],"smart":[118],"animal":[119,144],"husbandry":[120],"saving":[122],"labor":[123],"costs":[124],"breeding":[126],"enterprises,":[127],"can":[129],"also":[130],"speed":[131],"up":[132],"high":[135],"accuracy":[136],"auto-weighing":[138],"systems":[139],"subsequent":[141],"applied":[142],"husbandry.":[145]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}