{"id":"https://openalex.org/W3006069760","doi":"https://doi.org/10.1109/icb45273.2019.8987240","title":"Gait-Based Age Estimation with Deep Convolutional Neural Network","display_name":"Gait-Based Age Estimation with Deep Convolutional Neural Network","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W3006069760","doi":"https://doi.org/10.1109/icb45273.2019.8987240","mag":"3006069760"},"language":"en","primary_location":{"id":"doi:10.1109/icb45273.2019.8987240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icb45273.2019.8987240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Biometrics (ICB)","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/A5062716361","display_name":"Shaoxiong Zhang","orcid":"https://orcid.org/0000-0003-2772-8336"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]},{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaoxiong Zhang","raw_affiliation_strings":["Beihang University,Beijing Advanced Innovation Center for Big Data and Brain Computing,Beijing,China","Beijing Advanced Innovation Center for Big Data and Brain Computing, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University,Beijing Advanced Innovation Center for Big Data and Brain Computing,Beijing,China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115589096","display_name":"Yunhong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhong Wang","raw_affiliation_strings":["Beihang University,Beijing Advanced Innovation Center for Big Data and Brain Computing,Beijing,China","Beijing Advanced Innovation Center for Big Data and Brain Computing, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University,Beijing Advanced Innovation Center for Big Data and Brain Computing,Beijing,China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012121355","display_name":"Annan Li","orcid":"https://orcid.org/0000-0003-3497-5052"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Annan Li","raw_affiliation_strings":["Beihang University,Beijing Advanced Innovation Center for Big Data and Brain Computing,Beijing,China","Beijing Advanced Innovation Center for Big Data and Brain Computing, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University,Beijing Advanced Innovation Center for Big Data and Brain Computing,Beijing,China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062716361"],"corresponding_institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":1.7882,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.84356601,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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":0.9829000234603882,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.973800003528595,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8263818621635437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.78072190284729},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.7693865299224854},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.6829668283462524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6671184301376343},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.6435683965682983},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5631973147392273},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4771958291530609},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4595355987548828},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43475398421287537},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42172369360923767},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.41679874062538147},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41382896900177},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4107576608657837},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.1315447986125946},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07724246382713318}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8263818621635437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.78072190284729},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.7693865299224854},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.6829668283462524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6671184301376343},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.6435683965682983},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5631973147392273},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4771958291530609},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4595355987548828},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43475398421287537},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42172369360923767},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41679874062538147},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41382896900177},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4107576608657837},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.1315447986125946},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07724246382713318},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icb45273.2019.8987240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icb45273.2019.8987240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Biometrics (ICB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1563917320","https://openalex.org/W1896424170","https://openalex.org/W2015861736","https://openalex.org/W2018110376","https://openalex.org/W2026486079","https://openalex.org/W2046033161","https://openalex.org/W2116800718","https://openalex.org/W2117539524","https://openalex.org/W2126680226","https://openalex.org/W2194775991","https://openalex.org/W2291924390","https://openalex.org/W2322772590","https://openalex.org/W2407362091","https://openalex.org/W2510190030","https://openalex.org/W2621987429","https://openalex.org/W2745659361","https://openalex.org/W2751392952","https://openalex.org/W2754666677","https://openalex.org/W2765158677","https://openalex.org/W2774478952","https://openalex.org/W2777027507","https://openalex.org/W2788751553","https://openalex.org/W2802803153","https://openalex.org/W2962992964","https://openalex.org/W2963589138","https://openalex.org/W3105827609","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W4378651134","https://openalex.org/W2076845124","https://openalex.org/W2149037710","https://openalex.org/W2149281258","https://openalex.org/W3185413894","https://openalex.org/W2322340370","https://openalex.org/W1905194803","https://openalex.org/W2137411393","https://openalex.org/W1923394858","https://openalex.org/W2386960251"],"abstract_inverted_index":{"Gait":[0,81],"is":[1,96],"a":[2,17,21,68],"unique":[3],"biometric":[4],"identifier":[5],"for":[6,76,90,99],"its":[7],"non-invasive":[8],"and":[9,30],"low-cooperative":[10],"features.":[11],"Gait-based":[12],"attribute":[13,53],"recognition":[14],"can":[15],"play":[16],"crucial":[18],"role":[19],"in":[20,62],"wide":[22],"range":[23],"of":[24,38,103],"applications,":[25],"such":[26],"as":[27],"intelligent":[28],"surveillance":[29],"criminal":[31],"retrieval.":[32],"However,":[33],"due":[34],"to":[35],"the":[36,59,101,117],"lack":[37],"data,":[39],"there":[40],"are":[41,84],"relatively":[42],"few":[43],"studies":[44],"which":[45],"apply":[46],"deep":[47,69],"convolutional":[48,70],"neural":[49,71],"networks":[50],"on":[51,108],"gait":[52,64],"recognition.":[54],"In":[55],"this":[56],"study,":[57],"with":[58,73],"new":[60],"progress":[61],"public":[63],"dataset,":[65],"we":[66],"proposed":[67],"network":[72],"multi-task":[74],"learning":[75],"gait-based":[77],"human":[78],"age":[79,91,104],"estimation.":[80,105],"energy":[82],"images":[83],"directly":[85],"fed":[86],"into":[87],"our":[88,114],"model":[89,115],"estimation":[92],"while":[93],"gender":[94],"information":[95],"also":[97],"integrated":[98],"improving":[100],"performance":[102],"The":[106],"experiments":[107],"large-scale":[109],"OULP-Age":[110],"dataset":[111],"show":[112],"that":[113],"outperforms":[116],"state-of-the-art.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
