{"id":"https://openalex.org/W4285290506","doi":"https://doi.org/10.1109/tip.2022.3185793","title":"A Robust Movement Quantification Algorithm of Hyperactivity Detection for ADHD Children Based on 3D Depth Images","display_name":"A Robust Movement Quantification Algorithm of Hyperactivity Detection for ADHD Children Based on 3D Depth Images","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285290506","doi":"https://doi.org/10.1109/tip.2022.3185793","pmid":"https://pubmed.ncbi.nlm.nih.gov/35830406"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2022.3185793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2022.3185793","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5032657699","display_name":"Ling He","orcid":"https://orcid.org/0000-0002-7168-2737"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling He","raw_affiliation_strings":["College of Biomedical Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-7168-2737","affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004224507","display_name":"Fei He","orcid":"https://orcid.org/0000-0002-0755-5063"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei He","raw_affiliation_strings":["College of Biomedical Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-0755-5063","affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384440","display_name":"Yuanyuan Li","orcid":"https://orcid.org/0000-0002-9311-9961"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Li","raw_affiliation_strings":["Mental Health Center, West China School of Medicine, Sichuan University, Chengdu, China","West China School of Medicine, Mental Health Center, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mental Health Center, West China School of Medicine, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"West China School of Medicine, Mental Health Center, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057936279","display_name":"Xi Xiong","orcid":"https://orcid.org/0000-0002-3123-4200"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Xiong","raw_affiliation_strings":["School of Cybersecurity, Chengdu University of Information Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3123-4200","affiliations":[{"raw_affiliation_string":"School of Cybersecurity, Chengdu University of Information Technology, Chengdu, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044207097","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0003-2663-053X"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["College of Biomedical Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-2663-053X","affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5634,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62900171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"31","issue":null,"first_page":"5025","last_page":"5037"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9700999855995178,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"Attention deficit hyperactivity disorder","score":0.640825092792511},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5784977078437805},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.573093593120575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5250018835067749},{"id":"https://openalex.org/keywords/movement-assessment","display_name":"Movement assessment","score":0.49645620584487915},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.486349880695343},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4541459083557129},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4108675420284271},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36755111813545227},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3368445038795471},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3104393482208252},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.18485617637634277},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.09049874544143677}],"concepts":[{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.640825092792511},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5784977078437805},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.573093593120575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5250018835067749},{"id":"https://openalex.org/C2779106727","wikidata":"https://www.wikidata.org/wiki/Q22907079","display_name":"Movement assessment","level":3,"score":0.49645620584487915},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.486349880695343},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4541459083557129},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4108675420284271},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36755111813545227},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3368445038795471},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3104393482208252},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.18485617637634277},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.09049874544143677},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","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/C169976356","wikidata":"https://www.wikidata.org/wiki/Q13208902","display_name":"Motor skill","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2022.3185793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2022.3185793","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:35830406","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35830406","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":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7504055352","display_name":null,"funder_award_id":"81901389","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1981618609","https://openalex.org/W1992660412","https://openalex.org/W1996872774","https://openalex.org/W2003381488","https://openalex.org/W2009151419","https://openalex.org/W2010948866","https://openalex.org/W2019526747","https://openalex.org/W2056358318","https://openalex.org/W2056898157","https://openalex.org/W2058671948","https://openalex.org/W2061497688","https://openalex.org/W2077006417","https://openalex.org/W2093858904","https://openalex.org/W2095711847","https://openalex.org/W2102388069","https://openalex.org/W2103386111","https://openalex.org/W2111440058","https://openalex.org/W2114706945","https://openalex.org/W2144380653","https://openalex.org/W2162415752","https://openalex.org/W2376802649","https://openalex.org/W2400410917","https://openalex.org/W2559952875","https://openalex.org/W2606438808","https://openalex.org/W2744279044","https://openalex.org/W2791314556","https://openalex.org/W2883315856","https://openalex.org/W2893608200","https://openalex.org/W2918097792","https://openalex.org/W2947371637","https://openalex.org/W2954093922","https://openalex.org/W2955292305","https://openalex.org/W2957633937","https://openalex.org/W2988215142","https://openalex.org/W2991453722","https://openalex.org/W3013123340","https://openalex.org/W3022890779","https://openalex.org/W3030149917","https://openalex.org/W3046092988","https://openalex.org/W3125966347","https://openalex.org/W3145334177","https://openalex.org/W3158652164","https://openalex.org/W3158779996","https://openalex.org/W4247362732","https://openalex.org/W6675547521","https://openalex.org/W6712643461"],"related_works":["https://openalex.org/W2184114188","https://openalex.org/W2586721791","https://openalex.org/W3169027169","https://openalex.org/W2348328675","https://openalex.org/W4234486410","https://openalex.org/W2353407213","https://openalex.org/W2479613937","https://openalex.org/W4244653597","https://openalex.org/W2806652088","https://openalex.org/W2626694394"],"abstract_inverted_index":{"Attention":[0],"deficit":[1],"hyperactivity":[2],"disorder":[3],"(ADHD)":[4],"is":[5,15,46,77,132,173],"one":[6],"of":[7,19,52,98,123,138,146,159,179],"the":[8,29,50,108,117,121,128,164,177],"most":[9],"common":[10],"childhood":[11],"mental":[12],"disorders.":[13],"Hyperactivity":[14],"a":[16,60,88,135],"typical":[17],"symptom":[18,26],"ADHD":[20,55],"in":[21,127],"children.":[22],"Clinicians":[23],"diagnose":[24],"this":[25,41,147,180],"by":[27,134],"evaluating":[28],"children's":[30],"activities":[31],"based":[32,67,100],"on":[33,68,101],"subjective":[34],"rating":[35],"scales":[36],"and":[37,64,120],"clinical":[38,165],"experience.":[39],"In":[40,83,107],"work,":[42],"an":[43],"objective":[44],"system":[45,58,131],"proposed":[47,78],"to":[48,79,93,115,153,175],"quantify":[49,116],"movements":[51],"children":[53,99,139,160],"with":[54,140,163],"automatically.":[56],"This":[57,130],"presents":[59],"new":[61,89],"movement":[62,84,109,143,156],"detection":[63,144],"quantification":[65,157],"method":[66,76],"depth":[69,136],"images.":[70],"A":[71],"novel":[72],"salient":[73],"object":[74],"extraction":[75],"segment":[80],"body":[81,125],"regions.":[82],"detection,":[85],"we":[86],"explore":[87],"local":[90],"search":[91],"algorithm":[92],"detect":[94],"any":[95],"potential":[96],"motions":[97],"three":[102],"newly":[103],"designed":[104],"evaluation":[105],"metrics.":[106],"quantification,":[110],"two":[111],"parameters":[112],"are":[113,161],"investigated":[114],"participation":[118],"degree":[119],"displacements":[122],"each":[124],"part":[126],"movements.":[129],"tested":[133,174],"dataset":[137,148,172],"ADHD.":[141],"The":[142,155,167],"results":[145,158],"mainly":[149],"range":[150],"from":[151],"91.0%":[152],"95.0%.":[154],"consistent":[162],"observations.":[166],"public":[168],"MSR":[169],"Action":[170],"3D":[171],"validate":[176],"performance":[178],"system.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
