{"id":"https://openalex.org/W4313582868","doi":"https://doi.org/10.3390/s23010520","title":"Joint-Based Action Progress Prediction","display_name":"Joint-Based Action Progress Prediction","publication_year":2023,"publication_date":"2023-01-03","ids":{"openalex":"https://openalex.org/W4313582868","doi":"https://doi.org/10.3390/s23010520","pmid":"https://pubmed.ncbi.nlm.nih.gov/36617115"},"language":"en","primary_location":{"id":"doi:10.3390/s23010520","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010520","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/s23010520","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003476565","display_name":"Davide Pucci","orcid":"https://orcid.org/0000-0003-4424-9185"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Pucci","raw_affiliation_strings":["Media Integration and Communication Center (MICC), University of Florence, 50124 Firenze, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4424-9185","affiliations":[{"raw_affiliation_string":"Media Integration and Communication Center (MICC), University of Florence, 50124 Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065891142","display_name":"Federico Becattini","orcid":"https://orcid.org/0000-0003-2537-2700"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]},{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Federico Becattini","raw_affiliation_strings":["Dipartimento Di Ingegneria Dell\u2019Informazione E Scienze Matematiche, University of Siena, 53100 Siena, Italy","Media Integration and Communication Center (MICC), University of Florence, 50124 Firenze, Italy","Dipartimento Di Ingegneria Dell'Informazione E Scienze Matematiche, University of Siena, 53100 Siena, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2537-2700","affiliations":[{"raw_affiliation_string":"Dipartimento Di Ingegneria Dell\u2019Informazione E Scienze Matematiche, University of Siena, 53100 Siena, Italy","institution_ids":["https://openalex.org/I102064193"]},{"raw_affiliation_string":"Media Integration and Communication Center (MICC), University of Florence, 50124 Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]},{"raw_affiliation_string":"Dipartimento Di Ingegneria Dell'Informazione E Scienze Matematiche, University of Siena, 53100 Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081506611","display_name":"Alberto Del Bimbo","orcid":"https://orcid.org/0000-0002-1052-8322"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Del Bimbo","raw_affiliation_strings":["Media Integration and Communication Center (MICC), University of Florence, 50124 Firenze, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1052-8322","affiliations":[{"raw_affiliation_string":"Media Integration and Communication Center (MICC), University of Florence, 50124 Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065891142"],"corresponding_institution_ids":["https://openalex.org/I102064193","https://openalex.org/I45084792"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.8008,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73090459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"23","issue":"1","first_page":"520","last_page":"520"},"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":0.9984999895095825,"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":0.9947999715805054,"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/exploit","display_name":"Exploit","score":0.8097001314163208},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.7843441963195801},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7491992712020874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.644301176071167},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6204836964607239},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5870985984802246},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.47104907035827637},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3997896909713745},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.20026734471321106},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1706969141960144},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08339136838912964}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8097001314163208},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.7843441963195801},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7491992712020874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.644301176071167},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6204836964607239},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5870985984802246},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.47104907035827637},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3997896909713745},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.20026734471321106},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1706969141960144},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08339136838912964},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/s23010520","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010520","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36617115","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36617115","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:flore.unifi.it:2158/1395992","is_oa":true,"landing_page_url":"https://www.mdpi.com/1424-8220/23/1/520","pdf_url":"https://www.mdpi.com/1424-8220/23/1/520/pdf?version=1672733569","source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9824535","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9824535","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:3b4e504de49d45178504c087b55662e4","is_oa":true,"landing_page_url":"https://doaj.org/article/3b4e504de49d45178504c087b55662e4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 1, p 520 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/1/520/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23010520","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 1; Pages: 520","raw_type":"Text"},{"id":"pmh:oai:usiena-air.unisi.it:11365/1224665","is_oa":true,"landing_page_url":"https://hdl.handle.net/11365/1224665","pdf_url":null,"source":{"id":"https://openalex.org/S4377196319","display_name":"Use Siena air (University of Siena)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102064193","host_organization_name":"University of Siena","host_organization_lineage":["https://openalex.org/I102064193"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/s23010520","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010520","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1322071649","display_name":null,"funder_award_id":"951911","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W1983364832","https://openalex.org/W1993991024","https://openalex.org/W1999192586","https://openalex.org/W2018068650","https://openalex.org/W2063153269","https://openalex.org/W2064675550","https://openalex.org/W2097117768","https://openalex.org/W2137591992","https://openalex.org/W2143545157","https://openalex.org/W2156303437","https://openalex.org/W2183341477","https://openalex.org/W2186222003","https://openalex.org/W2194775991","https://openalex.org/W2484328966","https://openalex.org/W2558144717","https://openalex.org/W2559085405","https://openalex.org/W2605010847","https://openalex.org/W2611596598","https://openalex.org/W2747474452","https://openalex.org/W2756233686","https://openalex.org/W2766402183","https://openalex.org/W2785737326","https://openalex.org/W2954146807","https://openalex.org/W2960965344","https://openalex.org/W2962722947","https://openalex.org/W2962730651","https://openalex.org/W2962876901","https://openalex.org/W2963150697","https://openalex.org/W2963863119","https://openalex.org/W2964199361","https://openalex.org/W2964214371","https://openalex.org/W2964216549","https://openalex.org/W2966210862","https://openalex.org/W2993447238","https://openalex.org/W2993470448","https://openalex.org/W3021065276","https://openalex.org/W3033752882","https://openalex.org/W3035707711","https://openalex.org/W3098745339","https://openalex.org/W3100481960","https://openalex.org/W3105166944","https://openalex.org/W3105760208","https://openalex.org/W3113321693","https://openalex.org/W3119062946","https://openalex.org/W3161260844","https://openalex.org/W3163388905","https://openalex.org/W3171500338","https://openalex.org/W3201904098","https://openalex.org/W3208955650","https://openalex.org/W3209186334","https://openalex.org/W3216293468","https://openalex.org/W4210295725","https://openalex.org/W4226290199","https://openalex.org/W4230451144","https://openalex.org/W4286210232","https://openalex.org/W4294069522","https://openalex.org/W4312245820","https://openalex.org/W4312799843","https://openalex.org/W6631190155","https://openalex.org/W6682864246"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Action":[0,173],"understanding":[1,119],"is":[2,47,59,167],"a":[3,32,71,94],"fundamental":[4],"computer":[5],"vision":[6],"branch":[7],"for":[8],"several":[9],"applications,":[10],"ranging":[11],"from":[12,161],"surveillance":[13],"to":[14,66,75,157],"robotics.":[15],"Most":[16],"works":[17,38],"deal":[18],"with":[19,148],"localizing":[20],"and":[21,28,98,104,145,152],"recognizing":[22],"the":[23,41,53,118,128,171],"action":[24,44,54,68,109,137,153],"in":[25,112,155],"both":[26],"time":[27],"space,":[29],"without":[30],"providing":[31,150],"characterization":[33],"of":[34,43,50,101,120,130],"its":[35],"evolution.":[36],"Recent":[37],"have":[39],"addressed":[40],"prediction":[42,139],"progress,":[45],"which":[46,90],"an":[48,131,136],"estimate":[49],"how":[51,121,135],"far":[52],"has":[55],"advanced":[56],"as":[57],"it":[58,147],"performed.":[60],"In":[61],"this":[62],"paper,":[63],"we":[64,91],"propose":[65],"predict":[67],"progress":[69,110,138],"using":[70],"different":[72],"modality":[73],"compared":[74],"previous":[76],"methods:":[77],"body":[78,81,143],"joints.":[79],"Human":[80],"joints":[82,144],"carry":[83],"very":[84],"precise":[85],"information":[86,154],"about":[87],"human":[88],"poses,":[89],"believe":[92],"are":[93],"much":[95],"more":[96],"lightweight":[97],"effective":[99],"way":[100],"characterizing":[102],"actions":[103],"therefore":[105],"their":[106],"execution.":[107],"Estimating":[108],"can":[111,141],"fact":[113],"be":[114,158],"determined":[115],"based":[116],"on":[117,170],"key":[122],"poses":[123],"follow":[124],"each":[125],"other":[126],"during":[127],"development":[129],"activity.":[132],"We":[133],"show":[134],"model":[140],"exploit":[142],"integrate":[146],"modules":[149],"keypoint":[151],"order":[156],"run":[159],"directly":[160],"raw":[162],"pixels.":[163],"The":[164],"proposed":[165],"method":[166],"experimentally":[168],"validated":[169],"Penn":[172],"Dataset.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-19T08:33:51.333923","created_date":"2025-10-10T00:00:00"}