{"id":"https://openalex.org/W2186717329","doi":"https://doi.org/10.1109/biocas.2015.7348456","title":"Towards a kinect-based behavior recognition and analysis system for small animals","display_name":"Towards a kinect-based behavior recognition and analysis system for small animals","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2186717329","doi":"https://doi.org/10.1109/biocas.2015.7348456","mag":"2186717329"},"language":"en","primary_location":{"id":"doi:10.1109/biocas.2015.7348456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2015.7348456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Biomedical Circuits and Systems Conference (BioCAS)","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/A5006775539","display_name":"Zheyuan Wang","orcid":"https://orcid.org/0000-0001-6364-5074"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheyuan Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091132610","display_name":"S. Abdollah Mirbozorgi","orcid":"https://orcid.org/0000-0003-4991-9678"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Abdollah Mirbozorgi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036423676","display_name":"Maysam Ghovanloo","orcid":"https://orcid.org/0000-0001-9502-3704"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maysam Ghovanloo","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T10699","display_name":"Primate Behavior and Ecology","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11228","display_name":"Bat Biology and Ecology Studies","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7687177658081055},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6907155513763428},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.686737596988678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6083343625068665},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6052525639533997},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.593802273273468},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4760827124118805},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4436006546020508},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4331345856189728},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3213770389556885},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07877162098884583}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7687177658081055},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6907155513763428},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.686737596988678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6083343625068665},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6052525639533997},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.593802273273468},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4760827124118805},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4436006546020508},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4331345856189728},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3213770389556885},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07877162098884583},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/biocas.2015.7348456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2015.7348456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1531069015","https://openalex.org/W1979318618","https://openalex.org/W1984534978","https://openalex.org/W1987394702","https://openalex.org/W2032289741","https://openalex.org/W2032343611","https://openalex.org/W2097040991","https://openalex.org/W2102442799","https://openalex.org/W2150730874","https://openalex.org/W2153289324","https://openalex.org/W2153635508","https://openalex.org/W3144249121","https://openalex.org/W6631884009","https://openalex.org/W6658595562"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W4206560911","https://openalex.org/W3102673927","https://openalex.org/W2327954668"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,78,105,125,135],"Microsoft":[4],"Kinect":[5,32],"<sup":[6],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[7],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">\u00ae</sup>":[8],"-based":[9],"image":[10,28,40],"processing":[11,41],"system":[12],"that":[13,57],"is":[14,36],"capable":[15],"of":[16,82,91],"automated":[17],"tracking":[18],"and":[19,48,100,138,151,155],"behavior":[20,86,93,146],"recognition":[21,147],"in":[22,38,119,134,153],"freely":[23],"moving":[24],"animals.":[25],"The":[26,115,144],"depth":[27],"provided":[29],"by":[30],"the":[31,39,64,69],"infrared":[33],"(IR)":[34],"camera":[35],"used":[37],"algorithm,":[42],"which":[43],"works":[44],"under":[45],"both":[46],"bright":[47,154],"dark":[49,156],"conditions,":[50,157],"compared":[51,139],"to":[52],"conventional":[53],"red-green-blue":[54],"(RGB)":[55],"cameras":[56],"need":[58],"proper":[59],"lighting":[60],"or":[61],"LEDs":[62],"on":[63],"headstage.":[65],"For":[66,85],"animal":[67],"tracking,":[68],"subject":[70],"trajectory":[71],"was":[72,117,149],"recorded/refreshed":[73],"every":[74],"0.5":[75],"s,":[76],"with":[77,110,140],"maximum":[79],"positioning":[80],"error":[81],"1.6":[83],"cm.":[84],"recognition,":[87],"5":[88],"different":[89],"types":[90],"rodent":[92],"were":[94],"considered:":[95],"standstill,":[96],"walking,":[97],"grooming,":[98],"rearing,":[99],"rotating":[101],"are":[102],"classified":[103],"using":[104,121],"support":[106],"vector":[107],"machine":[108],"(SVM)":[109],"radial":[111],"basis":[112],"function":[113],"kernels.":[114],"algorithm":[116],"verified":[118],"vivo":[120],"data":[122],"acquired":[123],"from":[124],"2":[126],"month-old":[127],"Sprague":[128],"Dawley":[129],"rat":[130],"weighting":[131],"~400":[132],"grams":[133],"standard":[136],"homecage":[137],"manual":[141],"ground":[142],"truth.":[143],"overall":[145],"accuracy":[148],"95.34%":[150],"89.41%":[152],"respectively.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}