{"id":"https://openalex.org/W2777972142","doi":"https://doi.org/10.1142/s0218001418500234","title":"Automatic Recognition of Flock Behavior of Chickens with Convolutional Neural Network and Kinect Sensor","display_name":"Automatic Recognition of Flock Behavior of Chickens with Convolutional Neural Network and Kinect Sensor","publication_year":2017,"publication_date":"2017-12-18","ids":{"openalex":"https://openalex.org/W2777972142","doi":"https://doi.org/10.1142/s0218001418500234","mag":"2777972142"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001418500234","doi":"https://doi.org/10.1142/s0218001418500234","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001418500234","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-d","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5101943008","display_name":"Haitao Pu","orcid":"https://orcid.org/0000-0001-9159-6732","observed_orcids":["https://orcid.org/0000-0001-9159-6732","https://orcid.org/0000-0002-2214-2347","https://orcid.org/0000-0003-1045-1676"]},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haitao Pu","raw_affiliation_strings":["Department of Electronic Engineering and Information Technology, Shandong University of Science and Technology, Jinan, P. R. China"],"raw_orcid":"https://orcid.org/0000-0003-1045-1676","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Technology, Shandong University of Science and Technology, Jinan, P. R. China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014684415","display_name":"Jian Lian","orcid":"https://orcid.org/0000-0003-0305-8454","observed_orcids":["https://orcid.org/0000-0003-0305-8454"]},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Lian","raw_affiliation_strings":["Department of Electronic Engineering and Information Technology, Shandong University of Science and Technology, Jinan, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Technology, Shandong University of Science and Technology, Jinan, P. R. China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102364451","display_name":"Mingqu Fan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqu Fan","raw_affiliation_strings":["Department of Electronic Engineering and Information Technology, Shandong University of Science and Technology, Jinan, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Technology, Shandong University of Science and Technology, Jinan, P. R. China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":null,"apc_paid":null,"fwci":1.563,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.81839837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"32","issue":"07","first_page":"1850023","last_page":"1850023"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T10616","display_name":"Smart Agriculture and AI","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T10036","display_name":"Advanced Neural Network Applications","score":0.019300000742077827,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.011099999770522118,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kinect","display_name":"Kinect sensor","score":0.800000011920929},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8619999885559082},{"id":"https://openalex.org/keywords/animal-behavior-recognition","display_name":"animal behavior recognition","score":0.7279999852180481},{"id":"https://openalex.org/keywords/poultry-farm-monitoring","display_name":"poultry farm monitoring","score":0.5509999990463257},{"id":"https://openalex.org/keywords/image-classification","display_name":"image classification","score":0.4050000011920929}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7940589189529419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.778962254524231},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7535002827644348},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.559493362903595},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5565584301948547},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.545619547367096},{"id":"https://openalex.org/C134215735","wikidata":"https://www.wikidata.org/wiki/Q120997","display_name":"Flock","level":2,"score":0.5308704376220703},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5170010328292847},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44791918992996216},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3763614296913147},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07924854755401611},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001418500234","doi":"https://doi.org/10.1142/s0218001418500234","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001418500234","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-d","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.6875,"id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1616262590","https://openalex.org/W1915761309","https://openalex.org/W2002951826","https://openalex.org/W2063411532","https://openalex.org/W2092675094","https://openalex.org/W2112796928","https://openalex.org/W2116272448","https://openalex.org/W2136922672","https://openalex.org/W2240136543","https://openalex.org/W2248723555","https://openalex.org/W2274227799","https://openalex.org/W2541562795","https://openalex.org/W2545171152","https://openalex.org/W2586457790"],"related_works":["https://openalex.org/W4385455526","https://openalex.org/W4310902003","https://openalex.org/W4401496740","https://openalex.org/W4226209294","https://openalex.org/W4319978629","https://openalex.org/W4415886609","https://openalex.org/W7170177105","https://openalex.org/W4389222873","https://openalex.org/W3098728175","https://openalex.org/W3112753681"],"abstract_inverted_index":{"In":[0],"this":[1,61],"paper,":[2],"we":[3,87],"propose":[4],"an":[5,123],"automatic":[6],"convolutional":[7],"neural":[8],"network":[9],"(CNN)-based":[10],"method":[11],"to":[12],"recognize":[13],"the":[14,27,49,55,64,72,81,104],"chicken":[15],"behavior":[16,31,77,119],"within":[17],"a":[18,22,36],"poultry":[19],"farm":[20],"using":[21],"Kinect":[23],"sensor.":[24],"It":[25],"resolves":[26],"hardships":[28],"in":[29,71,108],"flock":[30,118],"image":[32,44],"classification":[33],"by":[34],"leveraging":[35],"data-driven":[37],"mechanism":[38],"and":[39,51,93,110],"exploiting":[40],"non-manually":[41],"extracted":[42],"multi-scale":[43],"features":[45],"which":[46],"combine":[47],"both":[48,107],"local":[50],"global":[52],"characteristics":[53],"of":[54,67,74,83,120,127],"image.":[56],"To":[57,79],"our":[58,84,94,100],"best":[59],"knowledge,":[60],"is":[62],"probably":[63],"first":[65],"attempt":[66],"deep":[68],"learning":[69],"strategy":[70],"field":[73],"domestic":[75],"animal":[76],"recognition.":[78],"testify":[80],"performance":[82],"proposed":[85,101,113],"method,":[86],"conducted":[88],"experiments":[89],"between":[90],"state-of-the-art":[91,105],"methods":[92,106],"method.":[95],"Experimental":[96],"results":[97],"witness":[98],"that":[99],"approach":[102],"outperforms":[103],"effectiveness":[109],"efficiency.":[111],"Our":[112],"CNN":[114],"architecture":[115],"for":[116],"recognizing":[117],"chickens":[121],"produces":[122],"extremely":[124],"impressive":[125],"accuracy":[126],"99.17%.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-01-05T00:00:00"}
