{"id":"https://openalex.org/W4392931594","doi":"https://doi.org/10.1109/icassp48485.2024.10447226","title":"A Novel Local-Global Feature Fusion Framework for Body-Weight Exercise Recognition with Pressure Mapping Sensors","display_name":"A Novel Local-Global Feature Fusion Framework for Body-Weight Exercise Recognition with Pressure Mapping Sensors","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392931594","doi":"https://doi.org/10.1109/icassp48485.2024.10447226"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10447226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10447226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","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/A5100609389","display_name":"Davinder Pal Singh","orcid":"https://orcid.org/0000-0003-1693-1312"},"institutions":[{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Davinder Pal Singh","raw_affiliation_strings":["RPTU Kaiserslautern-Landau,Department of Computer Science,Kaiserslautern,Germany","Department of Computer Science, RPTU Kaiserslautern-Landau, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"RPTU Kaiserslautern-Landau,Department of Computer Science,Kaiserslautern,Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387152675"]},{"raw_affiliation_string":"Department of Computer Science, RPTU Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387152675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090096476","display_name":"Lala Shakti Swarup Ray","orcid":"https://orcid.org/0000-0002-7133-0205"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lala Shakti Swarup Ray","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059956294","display_name":"Bo Zhou","orcid":"https://orcid.org/0000-0002-8976-5960"},"institutions":[{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bo Zhou","raw_affiliation_strings":["RPTU Kaiserslautern-Landau,Department of Computer Science,Kaiserslautern,Germany","Department of Computer Science, RPTU Kaiserslautern-Landau, Kaiserslautern, Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"RPTU Kaiserslautern-Landau,Department of Computer Science,Kaiserslautern,Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387152675"]},{"raw_affiliation_string":"Department of Computer Science, RPTU Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387152675"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057986515","display_name":"Sungho Suh","orcid":"https://orcid.org/0000-0003-3723-1980"},"institutions":[{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sungho Suh","raw_affiliation_strings":["RPTU Kaiserslautern-Landau,Department of Computer Science,Kaiserslautern,Germany","Department of Computer Science, RPTU Kaiserslautern-Landau, Kaiserslautern, Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"RPTU Kaiserslautern-Landau,Department of Computer Science,Kaiserslautern,Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387152675"]},{"raw_affiliation_string":"Department of Computer Science, RPTU Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387152675"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063453660","display_name":"Paul Lukowicz","orcid":"https://orcid.org/0000-0003-0320-6656"},"institutions":[{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Paul Lukowicz","raw_affiliation_strings":["RPTU Kaiserslautern-Landau,Department of Computer Science,Kaiserslautern,Germany","Department of Computer Science, RPTU Kaiserslautern-Landau, Kaiserslautern, Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"RPTU Kaiserslautern-Landau,Department of Computer Science,Kaiserslautern,Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387152675"]},{"raw_affiliation_string":"Department of Computer Science, RPTU Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387152675"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100609389"],"corresponding_institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387152675"],"apc_list":null,"apc_paid":null,"fwci":0.5435,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59804214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"6375","last_page":"6379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9944000244140625,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9944000244140625,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9866999983787537,"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/T11209","display_name":"Cardiovascular and exercise physiology","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.772525429725647},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7194398641586304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6564472913742065},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6210012435913086},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5913485288619995},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5904683470726013},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.4466698467731476},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43140849471092224}],"concepts":[{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.772525429725647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7194398641586304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6564472913742065},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6210012435913086},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5913485288619995},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5904683470726013},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.4466698467731476},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43140849471092224},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10447226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10447226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3786913258","display_name":null,"funder_award_id":"01IW21003","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1982828750","https://openalex.org/W2279159495","https://openalex.org/W2897764506","https://openalex.org/W2918629098","https://openalex.org/W2950108307","https://openalex.org/W2955745546","https://openalex.org/W2964296212","https://openalex.org/W3019986960","https://openalex.org/W3034756453","https://openalex.org/W3083600924","https://openalex.org/W3088576166","https://openalex.org/W3092040171","https://openalex.org/W3122907878","https://openalex.org/W3175373105","https://openalex.org/W3200883581","https://openalex.org/W4225126636","https://openalex.org/W4284894697","https://openalex.org/W4313156423","https://openalex.org/W4362703401","https://openalex.org/W4385805034","https://openalex.org/W4386076325","https://openalex.org/W6759718592"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2131735617","https://openalex.org/W2056912418","https://openalex.org/W2123759770","https://openalex.org/W2033213769","https://openalex.org/W4312376745","https://openalex.org/W2136016640","https://openalex.org/W2049538278","https://openalex.org/W2886173746"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,101,127],"novel":[3],"local-global":[4],"feature":[5,32,68,113],"fusion":[6],"framework":[7,36],"for":[8,104,140],"body-weight":[9],"exercise":[10,121,141],"recognition":[11,142],"with":[12],"floor-based":[13],"dynamic":[14],"pressure":[15,55,81,95],"maps.":[16],"One":[17],"step":[18],"further":[19],"from":[20,57],"the":[21,34,49,92,108,111,117,120,137],"existing":[22],"studies":[23],"using":[24,44],"deep":[25],"neural":[26],"networks":[27],"mainly":[28],"focusing":[29],"on":[30,91],"global":[31,42,112],"extraction,":[33],"proposed":[35,66],"aims":[37],"to":[38,53,106,136],"combine":[39],"local":[40,67,76],"and":[41,48,61,83,94,115],"features":[43,77,85],"image":[45],"processing":[46],"techniques":[47],"YOLO":[50],"object":[51],"detection":[52],"localize":[54],"profiles":[56],"different":[58],"body":[59],"parts":[60],"consider":[62],"physical":[63],"constraints.":[64],"The":[65],"extraction":[69,114],"method":[70],"generates":[71],"two":[72],"sets":[73],"of":[74,79,110,119],"high-level":[75],"consisting":[78],"cropped":[80],"mapping":[82],"numerical":[84],"such":[86],"as":[87],"angular":[88],"orientation,":[89],"location":[90],"mat,":[93],"area.":[96],"In":[97],"addition,":[98],"we":[99],"adopt":[100],"knowledge":[102,109],"distillation":[103],"regularization":[105],"preserve":[107],"improve":[116],"performance":[118],"recognition.":[122],"Our":[123],"experimental":[124],"results":[125],"demonstrate":[126],"notable":[128],"11":[129],"percent":[130],"improvement":[131],"in":[132],"F1":[133],"score":[134],"compared":[135],"baseline":[138],"3DCNN":[139],"while":[143],"preserving":[144],"label-specific":[145],"features.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}