{"id":"https://openalex.org/W4391793329","doi":"https://doi.org/10.1109/itsc57777.2023.10422204","title":"CenterDA: Center-Aware Unsupervised Domain Adaptation Regularized by Class Diversity for Distracted Driver Recognition","display_name":"CenterDA: Center-Aware Unsupervised Domain Adaptation Regularized by Class Diversity for Distracted Driver Recognition","publication_year":2023,"publication_date":"2023-09-24","ids":{"openalex":"https://openalex.org/W4391793329","doi":"https://doi.org/10.1109/itsc57777.2023.10422204"},"language":"en","primary_location":{"id":"doi:10.1109/itsc57777.2023.10422204","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/itsc57777.2023.10422204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)","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/A5100685985","display_name":"Yuying Liu","orcid":"https://orcid.org/0000-0002-2755-9547"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yuying Liu","raw_affiliation_strings":["Institute of Artificial Intelligence and Robotics, Xi&#x0027;an Jiaotong University,National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi&#x0027;an Jiaotong University,National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications,Xi&#x0027;an,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044668212","display_name":"Shaoyi Du","orcid":"https://orcid.org/0000-0002-7092-0596"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaoyi Du","raw_affiliation_strings":["Institute of Artificial Intelligence and Robotics, Xi&#x0027;an Jiaotong University,National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi&#x0027;an Jiaotong University,National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications,Xi&#x0027;an,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084763603","display_name":"Shengwei Zhao","orcid":"https://orcid.org/0000-0002-4102-8822"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shengwei Zhao","raw_affiliation_strings":["Institute of Artificial Intelligence and Robotics, Xi&#x0027;an Jiaotong University,National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi&#x0027;an Jiaotong University,National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications,Xi&#x0027;an,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101782453","display_name":"Zhiqiang Tian","orcid":"https://orcid.org/0000-0002-5898-6795"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Tian","raw_affiliation_strings":["School of Software Engineering, Xi&#x0027;an Jiaotong University,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Xi&#x0027;an Jiaotong University,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047405956","display_name":"Nanning Zheng","orcid":"https://orcid.org/0000-0003-1608-8257"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nanning Zheng","raw_affiliation_strings":["Institute of Artificial Intelligence and Robotics, Xi&#x0027;an Jiaotong University,National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi&#x0027;an Jiaotong University,National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications,Xi&#x0027;an,China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100685985"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1746,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60106656,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1092","last_page":"1097"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9771999716758728,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9771999716758728,"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":0.6830850839614868},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6584361791610718},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5984586477279663},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5894361734390259},{"id":"https://openalex.org/keywords/distracted-driving","display_name":"Distracted driving","score":0.43834373354911804},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.43404799699783325},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4306175112724304},{"id":"https://openalex.org/keywords/center","display_name":"Center (category theory)","score":0.4238152503967285},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36708635091781616},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15276986360549927},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.09942704439163208},{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.09148705005645752},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08724212646484375},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.05997303128242493}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6830850839614868},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6584361791610718},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5984586477279663},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5894361734390259},{"id":"https://openalex.org/C2776465824","wikidata":"https://www.wikidata.org/wiki/Q5283083","display_name":"Distracted driving","level":3,"score":0.43834373354911804},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.43404799699783325},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4306175112724304},{"id":"https://openalex.org/C2779463800","wikidata":"https://www.wikidata.org/wiki/Q5062222","display_name":"Center (category theory)","level":2,"score":0.4238152503967285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36708635091781616},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15276986360549927},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.09942704439163208},{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.09148705005645752},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08724212646484375},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.05997303128242493},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc57777.2023.10422204","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/itsc57777.2023.10422204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W2019288156","https://openalex.org/W2149466042","https://openalex.org/W2766897166","https://openalex.org/W2795155917","https://openalex.org/W2963275094","https://openalex.org/W2978573218","https://openalex.org/W2996787432","https://openalex.org/W3039883906","https://openalex.org/W3094502228","https://openalex.org/W3109093849","https://openalex.org/W4319299795","https://openalex.org/W4384661029","https://openalex.org/W6637618735","https://openalex.org/W6683633756","https://openalex.org/W6740710302","https://openalex.org/W6746171285","https://openalex.org/W6750109254","https://openalex.org/W6751635369","https://openalex.org/W6784333009"],"related_works":["https://openalex.org/W3040942229","https://openalex.org/W4381742003","https://openalex.org/W2997567050","https://openalex.org/W3151767706","https://openalex.org/W2499675754","https://openalex.org/W4285145761","https://openalex.org/W2984146493","https://openalex.org/W2905094551","https://openalex.org/W4224224035","https://openalex.org/W2065091555"],"abstract_inverted_index":{"Unsupervised":[0],"domain":[1,15,60,82,151],"adaptation":[2],"(UDA)":[3],"suffers":[4],"from":[5],"misleading":[6],"by":[7,61,83],"misclassified":[8],"samples":[9],"when":[10],"aligning":[11],"the":[12,17,52,56,63,71,77,80,85,92,99,108,114,117,130,141,146,150,155],"labeled":[13],"source":[14,57],"and":[16,25,58,90,136,140],"unlabeled":[18],"target":[19,46,59,81,118,124],"domain,":[20,119],"which":[21,97,120],"causes":[22],"unreliable":[23],"alignment":[24],"class":[26,42,53,100],"overlap.":[27,101],"In":[28],"this":[29],"paper,":[30],"we":[31,50,75],"propose":[32],"a":[33],"center-aware":[34],"UDA":[35,157],"algorithm":[36],"for":[37,45],"inter-domain":[38],"alignment,":[39],"along":[40],"with":[41],"diversity":[43],"regularization":[44],"intra-domain":[47],"separability.":[48],"First,":[49],"align":[51],"centers":[54],"of":[55,79,87,94,116],"weighting":[62],"sample":[64],"confidence":[65],"to":[66,69,154],"corresponding":[67],"centers,":[68],"denoise":[70],"mislabeled":[72],"samples.":[73],"Second,":[74],"scatter":[76],"predictions":[78,89],"minimizing":[84],"entropy":[86],"intra-class":[88],"decreasing":[91],"similarity":[93],"inter-class":[95],"distributions,":[96],"tackles":[98],"The":[102],"proposed":[103,131],"method":[104,132,147],"not":[105],"only":[106],"aligns":[107],"two":[109],"domains":[110],"but":[111],"also":[112],"increases":[113],"separability":[115],"results":[121,143],"in":[122],"improved":[123],"data":[125],"classification":[126],"performance.":[127],"We":[128],"validate":[129],"on":[133],"behavior":[134],"recognition":[135,138],"object":[137],"datasets,":[139],"experimental":[142],"show":[144],"that":[145],"greatly":[148],"alleviates":[149],"shift":[152],"compared":[153],"latest":[156],"methods.":[158],"Code":[159],"is":[160],"available":[161],"at:":[162],"https://github.com/seizetheday00/Center-Aware-DA.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
