{"id":"https://openalex.org/W4372260396","doi":"https://doi.org/10.1109/icassp49357.2023.10095964","title":"Fast Single-Person 2D Human Pose Estimation Using Multi-Task Convolutional Neural Networks","display_name":"Fast Single-Person 2D Human Pose Estimation Using Multi-Task Convolutional Neural Networks","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372260396","doi":"https://doi.org/10.1109/icassp49357.2023.10095964"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10095964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10095964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/ICASSP49357.2023.10095964","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024066107","display_name":"Christos Papaioannidis","orcid":"https://orcid.org/0000-0002-3839-4514"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Papaioannidis","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Greece","Department of Informatics, Aristotle University of Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070716976","display_name":"Ioannis Mademlis","orcid":"https://orcid.org/0000-0001-5479-0632"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Mademlis","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Greece","Department of Informatics, Aristotle University of Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061130224","display_name":"Ioannis Pitas","orcid":"https://orcid.org/0009-0006-7555-8641"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Pitas","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Greece","Department of Informatics, Aristotle University of Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":null,"apc_paid":null,"fwci":1.7778,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.87058915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/computer-science","display_name":"Computer science","score":0.8217247724533081},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.8159112334251404},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.7807899713516235},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7206814885139465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6706984043121338},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6152605414390564},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5644757747650146},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.477236270904541},{"id":"https://openalex.org/keywords/3d-pose-estimation","display_name":"3D pose estimation","score":0.47548186779022217},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45959338545799255},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43743225932121277},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42340588569641113}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8217247724533081},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.8159112334251404},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.7807899713516235},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7206814885139465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6706984043121338},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6152605414390564},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5644757747650146},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.477236270904541},{"id":"https://openalex.org/C36613465","wikidata":"https://www.wikidata.org/wiki/Q4636322","display_name":"3D pose estimation","level":3,"score":0.47548186779022217},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45959338545799255},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43743225932121277},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42340588569641113},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp49357.2023.10095964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10095964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:10401465","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICASSP49357.2023.10095964","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing, Rhodes Island, Greece, 04-10 June 2023","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:10401465","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICASSP49357.2023.10095964","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing, Rhodes Island, Greece, 04-10 June 2023","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2080873731","https://openalex.org/W2307770531","https://openalex.org/W2559085405","https://openalex.org/W2759748774","https://openalex.org/W2819476901","https://openalex.org/W2886934227","https://openalex.org/W2916798096","https://openalex.org/W2952819818","https://openalex.org/W2962773068","https://openalex.org/W2963073614","https://openalex.org/W2963150697","https://openalex.org/W2963402313","https://openalex.org/W2963474899","https://openalex.org/W2963781481","https://openalex.org/W2964221239","https://openalex.org/W2964304707","https://openalex.org/W3013759317","https://openalex.org/W3025313707","https://openalex.org/W3046673529","https://openalex.org/W3130641941","https://openalex.org/W3171398643","https://openalex.org/W3186885009","https://openalex.org/W3207108892","https://openalex.org/W4205438624","https://openalex.org/W4206982422","https://openalex.org/W4229073080","https://openalex.org/W4320013936","https://openalex.org/W6730410022"],"related_works":["https://openalex.org/W4253893311","https://openalex.org/W2798721181","https://openalex.org/W3201205132","https://openalex.org/W2372020181","https://openalex.org/W4312694060","https://openalex.org/W2156531654","https://openalex.org/W4281696776","https://openalex.org/W4378714697","https://openalex.org/W4318148659","https://openalex.org/W2253069048"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,31],"novel":[4],"neural":[5],"module":[6,112],"for":[7],"enhancing":[8],"existing":[9],"fast":[10,130,164],"and":[11,41,44,94],"lightweight":[12],"2D":[13,59,72,104,144,165],"human":[14,60,73,105,145,166],"pose":[15,61,74,106,146,167],"estimation":[16,107,147,168],"CNNs,":[17,159],"in":[18],"order":[19],"to":[20,37,47,83,115],"increase":[21],"their":[22],"accuracy.":[23,108],"A":[24],"baseline":[25,157],"stem":[26,49,81,135,158],"CNN":[27],"is":[28,35,67,113],"augmented":[29],"by":[30],"collateral":[32,111],"module,":[33],"which":[34],"tasked":[36],"encode":[38],"global":[39,64],"spatial":[40],"semantic":[42],"information":[43,65],"provide":[45],"it":[46,151],"the":[48,57,80,87,91,110,125,129,134,139,153],"network":[50,82],"during":[51],"inference.":[52],"The":[53],"latter":[54],"one":[55],"outputs":[56],"final":[58],"estimations.":[62],"Since":[63],"encoding":[66],"an":[68],"inherent":[69],"subtask":[70],"of":[71,90,133,138,155],"estimation,":[75],"this":[76],"particular":[77],"setup":[78],"allows":[79],"better":[84],"focus":[85],"on":[86,95,142],"local":[88],"details":[89],"input":[92],"image":[93],"precisely":[96],"localizing":[97],"each":[98],"body":[99],"joint,":[100],"thus":[101],"increasing":[102],"overall":[103],"Furthermore,":[109],"designed":[114],"be":[116],"lightweight,":[117],"adding":[118],"negligible":[119],"runtime":[120],"computational":[121],"cost,":[122],"so":[123],"that":[124,150],"unified":[126],"architecture":[127],"retains":[128],"execution":[131],"property":[132],"network.":[136],"Evaluation":[137],"proposed":[140],"method":[141],"public":[143],"datasets":[148],"shows":[149],"increases":[152],"accuracy":[154],"different":[156],"while":[160],"outperforming":[161],"all":[162],"competing":[163],"methods.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}