{"id":"https://openalex.org/W3216526735","doi":"https://doi.org/10.1155/2021/1589716","title":"GaitVision: Real\u2010Time Extraction of Gait Parameters Using Residual Attention Network","display_name":"GaitVision: Real\u2010Time Extraction of Gait Parameters Using Residual Attention Network","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3216526735","doi":"https://doi.org/10.1155/2021/1589716","mag":"3216526735"},"language":"en","primary_location":{"id":"doi:10.1155/2021/1589716","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1589716","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/1589716.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2021/1589716.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086527348","display_name":"Mohammad Farukh Hashmi","orcid":"https://orcid.org/0000-0002-3808-9122"},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohammad Farukh Hashmi","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology, Warangal, India int.gov.br","Department of Electronics and Communication Engineering, National Institute of Technology, Warangal"],"raw_orcid":"https://orcid.org/0000-0002-3808-9122","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology, Warangal, India int.gov.br","institution_ids":["https://openalex.org/I121750182"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology, Warangal","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061785031","display_name":"B. Kiran Kumar Ashish","orcid":"https://orcid.org/0000-0001-6582-4009"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. Kiran Kumar Ashish","raw_affiliation_strings":["Computer Vision, Barcelona, Spain","Computer Vision, Barcelona"],"raw_orcid":"https://orcid.org/0000-0001-6582-4009","affiliations":[{"raw_affiliation_string":"Computer Vision, Barcelona, Spain","institution_ids":[]},{"raw_affiliation_string":"Computer Vision, Barcelona","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033845985","display_name":"Prabhu Chaitanya","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prabhu Chaitanya","raw_affiliation_strings":["University of North Texas, Denton, TX, USA unt.edu","University of North Texas, Denton, TX"],"raw_orcid":"https://orcid.org/0000-0002-1436-8186","affiliations":[{"raw_affiliation_string":"University of North Texas, Denton, TX, USA unt.edu","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"University of North Texas, Denton, TX","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039549706","display_name":"Avinash G. Keskar","orcid":"https://orcid.org/0000-0002-9660-1139"},"institutions":[{"id":"https://openalex.org/I167153416","display_name":"Visvesvaraya National Institute of Technology","ror":"https://ror.org/02zrtpp84","country_code":"IN","type":"education","lineage":["https://openalex.org/I167153416"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avinash Keskar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Visvesvaraya National Institute of Technology, Nagpur, India vnit.ac.in","Department of Electronics and Communication Engineering, Visvesvaraya National Institute of Technology, Nagpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Visvesvaraya National Institute of Technology, Nagpur, India vnit.ac.in","institution_ids":["https://openalex.org/I167153416"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Visvesvaraya National Institute of Technology, Nagpur","institution_ids":["https://openalex.org/I167153416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016408387","display_name":"Sinan Q. Salih","orcid":"https://orcid.org/0000-0003-0717-7506"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]},{"id":"https://openalex.org/I2801106189","display_name":"Dijlah University College","ror":"https://ror.org/03vndx142","country_code":"IQ","type":"education","lineage":["https://openalex.org/I2801106189"]}],"countries":["IQ","VN"],"is_corresponding":true,"raw_author_name":"Sinan Q. Salih","raw_affiliation_strings":["Artificial Intelligence Research Unit (AIRU), Dijlah University College, Al-Dora, Baghdad, Iraq","Computer Science Department, Dijlah University College, Al-Dora, Baghdad, Iraq","Institute of Research and Development, Duy Tan University, Da Nang 550000, Vietnam duytan.edu.vn","Artificial Intelligence Research Unit (AIRU), Dijlah University College, Al-Dora, Baghdad","Computer Science Department, Dijlah University College, Al-Dora, Baghdad","Institute of Research and Development, Duy Tan University, Da Nang 550000"],"raw_orcid":"https://orcid.org/0000-0003-0717-7506","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Unit (AIRU), Dijlah University College, Al-Dora, Baghdad, Iraq","institution_ids":["https://openalex.org/I2801106189"]},{"raw_affiliation_string":"Computer Science Department, Dijlah University College, Al-Dora, Baghdad, Iraq","institution_ids":["https://openalex.org/I2801106189"]},{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang 550000, Vietnam duytan.edu.vn","institution_ids":["https://openalex.org/I170238339"]},{"raw_affiliation_string":"Artificial Intelligence Research Unit (AIRU), Dijlah University College, Al-Dora, Baghdad","institution_ids":["https://openalex.org/I2801106189"]},{"raw_affiliation_string":"Computer Science Department, Dijlah University College, Al-Dora, Baghdad","institution_ids":["https://openalex.org/I2801106189"]},{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang 550000","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001511958","display_name":"Neeraj Dhanraj Bokde","orcid":"https://orcid.org/0000-0002-3493-9302"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Neeraj Dhanraj Bokde","raw_affiliation_strings":["Department of Mechanical and Production Engineering-Renewable Energy and Thermodynamics, Aarhus University, Aarhus 8000, Denmark au.dk","Department of Mechanical and Production Engineering-Renewable Energy and Thermodynamics, Aarhus University, Aarhus 8000"],"raw_orcid":"https://orcid.org/0000-0002-3493-9302","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Production Engineering-Renewable Energy and Thermodynamics, Aarhus University, Aarhus 8000, Denmark au.dk","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Department of Mechanical and Production Engineering-Renewable Energy and Thermodynamics, Aarhus University, Aarhus 8000","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5016408387"],"corresponding_institution_ids":["https://openalex.org/I170238339","https://openalex.org/I2801106189"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":0.0726,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.34380378,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":1.0,"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/T12740","display_name":"Gait Recognition and Analysis","score":1.0,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9865000247955322,"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":0.9775999784469604,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7576040625572205},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.7180452346801758},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.6945772767066956},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.5613402128219604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5372604727745056},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5098561644554138},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4846247136592865},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43604597449302673},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.24557003378868103},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.09059098362922668}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7576040625572205},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.7180452346801758},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.6945772767066956},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.5613402128219604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5372604727745056},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5098561644554138},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4846247136592865},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43604597449302673},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.24557003378868103},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.09059098362922668},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2021/1589716","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1589716","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/1589716.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:1589716","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2021/1589716.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:229c37718d0b4237b02c525b21948869","is_oa":true,"landing_page_url":"https://doaj.org/article/229c37718d0b4237b02c525b21948869","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":"Complexity, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/fb032a6a-c562-4419-a6b5-8ee6b2486975","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/fb032a6a-c562-4419-a6b5-8ee6b2486975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hashmi, M F, Ashish, B K K, Chaitanya, P, Keskar, A G, Q. Salih, S Q & Bokde, N D 2021, 'GaitVision: Real-Time Extraction of Gait Parameters Using Residual Attention Network', Complexity, vol. 2021, 1589716. https://doi.org/10.1155/2021/1589716","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1155/2021/1589716","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1589716","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/1589716.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4300000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320317507","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3216526735.pdf","grobid_xml":"https://content.openalex.org/works/W3216526735.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W2011058239","https://openalex.org/W2018480038","https://openalex.org/W2038118117","https://openalex.org/W2059901520","https://openalex.org/W2068715223","https://openalex.org/W2126680226","https://openalex.org/W2194775991","https://openalex.org/W2322772590","https://openalex.org/W2510190030","https://openalex.org/W2549599535","https://openalex.org/W2617561348","https://openalex.org/W2734795148","https://openalex.org/W2736021341","https://openalex.org/W2737047298","https://openalex.org/W2743036613","https://openalex.org/W2795758732","https://openalex.org/W2807461033","https://openalex.org/W2916798096","https://openalex.org/W2962926870","https://openalex.org/W2962934676","https://openalex.org/W2962963674","https://openalex.org/W2962992964","https://openalex.org/W2963091558","https://openalex.org/W2963180826","https://openalex.org/W2963301258","https://openalex.org/W2963811535","https://openalex.org/W2963854019","https://openalex.org/W3004094854","https://openalex.org/W3007175056","https://openalex.org/W3008771798","https://openalex.org/W3017117590","https://openalex.org/W3025209159","https://openalex.org/W3025686634","https://openalex.org/W3026007909","https://openalex.org/W3031848290","https://openalex.org/W3100506510","https://openalex.org/W3120223177","https://openalex.org/W3126405550"],"related_works":["https://openalex.org/W3107204728","https://openalex.org/W4287591324","https://openalex.org/W3108503355","https://openalex.org/W3090555870","https://openalex.org/W4226420367","https://openalex.org/W3185413894","https://openalex.org/W1905194803","https://openalex.org/W2137411393","https://openalex.org/W1923394858","https://openalex.org/W3120400911"],"abstract_inverted_index":{"Gait":[0],"walking":[1],"patterns":[2,79,99,146,233,238],"are":[3],"one":[4],"of":[5,16,21,42,117,120,123,145,162,170,179,215,227,231,236],"the":[6,17,40,54,98,159,176,180,225,228],"key":[7],"research":[8],"topics":[9],"in":[10,60,89,195,217],"natural":[11],"biometrics.":[12],"The":[13,58,166,209],"temporal":[14],"information":[15,93],"unique":[18,84,104,132,137],"gait":[19,43,70,105,163,232,237],"sequence":[20,44,56],"a":[22,29,37,64,103,131,151,171,187],"person":[23,109],"is":[24,36,147],"preserved":[25],"and":[26,48,76,80,125,234],"used":[27,194],"as":[28,73,83],"powerful":[30],"data":[31,144],"for":[32,86,107,139,204],"access.":[33],"Often":[34],"there":[35],"dive":[38],"into":[39],"flexibility":[41],"due":[45],"to":[46,96,101,134,150,174],"unstructured":[47],"unnecessary":[49],"sequences":[50],"that":[51,156,191],"tail":[52],"off":[53],"necessary":[55],"constraints.":[57],"authors":[59,210],"this":[61],"work":[62,185,200],"present":[63],"novel":[65],"perspective,":[66],"which":[67],"extracts":[68,158],"useful":[69],"parameters":[71,81,129],"regarded":[72],"independent":[74],"frames":[75],"patterns.":[77],"These":[78,128],"mark":[82],"signature":[85,106],"each":[87,108],"subject":[88,181],"access":[90,140,189],"authentication.":[91,208],"This":[92,142,183,199,220],"extracted":[94],"learns":[95],"identify":[97],"associated":[100],"form":[102,130],"based":[110],"on":[111,224],"their":[112],"style,":[113],"foot":[114],"pressure,":[115],"angle":[116,119],"walking,":[118],"bending,":[121],"acceleration":[122],"walk,":[124],"step\u2010by\u2010step":[126],"distance.":[127],"pattern":[133,164],"plot":[135],"under":[136],"identity":[138],"authorization.":[141],"sanitized":[143],"further":[148],"passed":[149],"residual":[152],"deep":[153],"convolution":[154],"network":[155],"automatically":[157],"hierarchical":[160],"features":[161,230],"signatures.":[165],"end":[167],"layer":[168],"comprises":[169],"Softmax":[172],"classifier":[173],"classify":[175],"final":[177],"prediction":[178],"identity.":[182],"state\u2010of\u2010the\u2010art":[184],"creates":[186],"gait\u2010based":[188],"authentication":[190],"can":[192],"be":[193],"highly":[196],"secured":[197],"premises.":[198],"was":[201],"specially":[202],"designed":[203],"Defence":[205],"Department":[206],"premises":[207],"have":[211],"achieved":[212],"an":[213],"accuracy":[214],"90%\u00b11.3%":[216],"real":[218],"time.":[219],"paper":[221],"mainly":[222],"focuses":[223],"assessment":[226],"crucial":[229],"analysis":[235],"research.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}