{"id":"https://openalex.org/W2518984908","doi":"https://doi.org/10.1007/s11042-016-3945-6","title":"Landmark-based multimodal human action recognition","display_name":"Landmark-based multimodal human action recognition","publication_year":2016,"publication_date":"2016-09-19","ids":{"openalex":"https://openalex.org/W2518984908","doi":"https://doi.org/10.1007/s11042-016-3945-6","mag":"2518984908"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-016-3945-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-016-3945-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-016-3945-6.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-016-3945-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040216921","display_name":"Stylianos Asteriadis","orcid":"https://orcid.org/0000-0002-4298-6870"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Stylianos Asteriadis","raw_affiliation_strings":["Department of Data Science and Knowledge Engineering, University of Maastricht, Postbus 616, 6200 MD, Maastricht, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-4298-6870","affiliations":[{"raw_affiliation_string":"Department of Data Science and Knowledge Engineering, University of Maastricht, Postbus 616, 6200 MD, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071585254","display_name":"Petros Daras","orcid":"https://orcid.org/0000-0003-3814-6710"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Petros Daras","raw_affiliation_strings":["Information Technologies Institute, Centre for Research & Technology - Hellas, 1st km Thermi - Panorama, 57001, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technologies Institute, Centre for Research & Technology - Hellas, 1st km Thermi - Panorama, 57001, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040216921"],"corresponding_institution_ids":["https://openalex.org/I34352273"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":0.6321,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.75459436,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"76","issue":"3","first_page":"4505","last_page":"4521"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9988999962806702,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9986000061035156,"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":0.8797860145568848},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.6730266809463501},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6165636777877808},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5881457328796387},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5732899904251099},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5724560022354126},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.557809054851532},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5324293971061707},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49703601002693176},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48350217938423157},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4810783565044403},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.468542218208313},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4562654495239258},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44035834074020386},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.42608603835105896},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.4154853820800781},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.29565829038619995},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14304640889167786}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8797860145568848},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.6730266809463501},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6165636777877808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5881457328796387},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5732899904251099},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5724560022354126},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.557809054851532},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5324293971061707},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49703601002693176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48350217938423157},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4810783565044403},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.468542218208313},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4562654495239258},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44035834074020386},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.42608603835105896},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.4154853820800781},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.29565829038619995},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14304640889167786},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11042-016-3945-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-016-3945-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-016-3945-6.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire/87753e53-fdc4-45dd-82ec-8343eafc174f","is_oa":false,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/87753e53-fdc4-45dd-82ec-8343eafc174f","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Asteriadis, S & Daras, P 2017, 'Landmark-based multimodal human action recognition', Multimedia Tools and Applications, vol. 76, no. 3, pp. 4505-4521. https://doi.org/10.1007/s11042-016-3945-6","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:zenodo.org:1073491","is_oa":true,"landing_page_url":"https://zenodo.org/record/1073491","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11042-016-3945-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-016-3945-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-016-3945-6.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1880788183","display_name":null,"funder_award_id":"690090","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2518984908.pdf","grobid_xml":"https://content.openalex.org/works/W2518984908.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W112015621","https://openalex.org/W292726429","https://openalex.org/W1501142324","https://openalex.org/W1572266912","https://openalex.org/W1598741436","https://openalex.org/W1606749791","https://openalex.org/W1923358317","https://openalex.org/W1950788856","https://openalex.org/W1971361074","https://openalex.org/W1981276685","https://openalex.org/W1981655197","https://openalex.org/W1983363688","https://openalex.org/W1983364832","https://openalex.org/W1983705368","https://openalex.org/W1986332658","https://openalex.org/W1986683132","https://openalex.org/W1994454889","https://openalex.org/W1998605630","https://openalex.org/W2009504845","https://openalex.org/W2027334982","https://openalex.org/W2051549110","https://openalex.org/W2061095674","https://openalex.org/W2076619541","https://openalex.org/W2077983882","https://openalex.org/W2086509056","https://openalex.org/W2087989657","https://openalex.org/W2103388129","https://openalex.org/W2107481936","https://openalex.org/W2108333036","https://openalex.org/W2113020519","https://openalex.org/W2129812935","https://openalex.org/W2132914434","https://openalex.org/W2142194269","https://openalex.org/W2143926884","https://openalex.org/W2155067688","https://openalex.org/W2165874743","https://openalex.org/W2253821378","https://openalex.org/W2513230017","https://openalex.org/W2578262202","https://openalex.org/W2963689635","https://openalex.org/W6636854278"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935","https://openalex.org/W649759291"],"abstract_inverted_index":{"Human":[0],"activity":[1],"recognition":[2,51],"has":[3],"received":[4],"a":[5,46,65,109],"lot":[6],"of":[7,77,106,127],"attention":[8],"recently,":[9],"mainly":[10],"thanks":[11],"to":[12,39,113],"the":[13,43,57,88,125,128],"advancements":[14],"in":[15,25,108],"sensing":[16,28],"technologies":[17],"and":[18,31,68,94],"systems\u2019":[19],"increasing":[20],"computational":[21],"power.":[22],"However,":[23],"complexity":[24,91],"human":[26,49],"movements,":[27],"devices\u2019":[29],"noise":[30],"person-specific":[32],"characteristics":[33],"impose":[34],"challenges":[35],"that":[36],"still":[37],"remain":[38],"be":[40],"overcome.":[41],"In":[42],"proposed":[44,101],"work,":[45],"novel,":[47],"multi-modal":[48],"action":[50,61,79],"method":[52],"is":[53,62,71,92],"presented":[54],"for":[55,86],"handling":[56],"aforementioned":[58],"issues.":[59],"Each":[60],"represented":[63],"by":[64],"basis":[66],"vector":[67],"spectral":[69],"analysis":[70],"performed":[72],"on":[73,119],"an":[74],"affinity":[75,89],"matrix":[76],"new":[78],"feature":[80],"vectors.":[81],"Using":[82],"modality-dependent":[83],"kernel":[84],"regressors":[85],"computing":[87],"matrix,":[90],"reduced":[93],"robust":[95],"low-dimensional":[96],"representations":[97],"are":[98],"achieved.":[99],"The":[100],"scheme":[102],"supports":[103],"online":[104],"adaptivity":[105],"modalities,":[107],"dynamic":[110],"fashion,":[111],"according":[112],"their":[114],"automatically":[115],"inferred":[116],"reliability.":[117],"Evaluation":[118],"three":[120],"publicly":[121],"available":[122],"datasets":[123],"demonstrates":[124],"potential":[126],"approach.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
