{"id":"https://openalex.org/W3194723551","doi":"https://doi.org/10.1109/icip42928.2021.9506633","title":"Eeg Based Visual Classification With Multi-Feature Joint Learning","display_name":"Eeg Based Visual Classification With Multi-Feature Joint Learning","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W3194723551","doi":"https://doi.org/10.1109/icip42928.2021.9506633","mag":"3194723551"},"language":"en","primary_location":{"id":"doi:10.1109/icip42928.2021.9506633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip42928.2021.9506633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Image Processing (ICIP)","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/A5102897459","display_name":"Xin Ma","orcid":"https://orcid.org/0000-0002-6005-1569"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]},{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Xin Ma","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China","Beijing National Research Center for Information Science and Technology (BNRist)"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist)","institution_ids":["https://openalex.org/I29955533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025137837","display_name":"Yiping Duan","orcid":"https://orcid.org/0000-0001-9638-7112"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]},{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yiping Duan","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China","Beijing National Research Center for Information Science and Technology (BNRist)"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist)","institution_ids":["https://openalex.org/I29955533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076963662","display_name":"Shuzhan Hu","orcid":"https://orcid.org/0000-0002-7333-3821"},"institutions":[{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Shuzhan Hu","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China","Beijing National Research Center for Information Science and Technology (BNRist)"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist)","institution_ids":["https://openalex.org/I29955533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101459082","display_name":"Xiaoming Tao","orcid":"https://orcid.org/0000-0002-8763-9338"},"institutions":[{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiaoming Tao","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China","Beijing National Research Center for Information Science and Technology (BNRist)"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist)","institution_ids":["https://openalex.org/I29955533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053547427","display_name":"Ning Ge","orcid":"https://orcid.org/0000-0002-4922-7025"},"institutions":[{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Ning Ge","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China","Beijing National Research Center for Information Science and Technology (BNRist)"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist)","institution_ids":["https://openalex.org/I29955533"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102897459"],"corresponding_institution_ids":["https://openalex.org/I29955533","https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.2331,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.48933042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"264","last_page":"268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9804999828338623,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9781000018119812,"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/electroencephalography","display_name":"Electroencephalography","score":0.8395822048187256},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7453916668891907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7406056523323059},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6136537790298462},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5497798919677734},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.4931020438671112},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49118730425834656},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.471996545791626},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42652010917663574},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39924949407577515},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.322070837020874},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09952017664909363},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09883561730384827}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8395822048187256},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7453916668891907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7406056523323059},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6136537790298462},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5497798919677734},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.4931020438671112},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49118730425834656},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.471996545791626},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42652010917663574},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39924949407577515},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.322070837020874},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09952017664909363},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09883561730384827},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip42928.2021.9506633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip42928.2021.9506633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1768134850","https://openalex.org/W2005791255","https://openalex.org/W2084680213","https://openalex.org/W2098914003","https://openalex.org/W2106912553","https://openalex.org/W2117539524","https://openalex.org/W2142337462","https://openalex.org/W2166130385","https://openalex.org/W2500671607","https://openalex.org/W2549100242","https://openalex.org/W2557301950","https://openalex.org/W2559463885","https://openalex.org/W2625929003","https://openalex.org/W2759483166","https://openalex.org/W2962905870","https://openalex.org/W2963855931","https://openalex.org/W2967198914","https://openalex.org/W3028543194","https://openalex.org/W3102455230","https://openalex.org/W4294555043","https://openalex.org/W6685626582","https://openalex.org/W6690073643","https://openalex.org/W6755733259"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4323929055","https://openalex.org/W2032664813"],"abstract_inverted_index":{"With":[0],"a":[1,17,99,165],"significant":[2],"boost":[3],"in":[4,20,169],"neuroscience":[5],"and":[6,35,44,123,150],"artificial":[7],"intelligence,":[8],"decoding":[9],"the":[10,21,42,47,65,69,77,117,124,131,146,152,158],"process":[11],"of":[12,38,46,80,120,134,155,171],"human":[13,39,147],"vision":[14],"has":[15,164],"become":[16],"hot":[18],"topic":[19],"last":[22],"few":[23],"decades.":[24],"Although":[25],"many":[26],"existing":[27],"deep":[28],"learning":[29,104],"models":[30],"are":[31,75],"employed":[32],"to":[33,67,89,115,129],"explore":[34],"solve":[36],"mysteries":[37],"brain":[40,148],"activity,":[41],"accuracy":[43,172],"reliability":[45],"visual":[48,107],"classification":[49,167],"task":[50],"based":[51],"on":[52],"electroencephalography":[53],"(EEG)":[54],"still":[55],"have":[56],"space":[57],"for":[58,101,105],"promotion.":[59],"In":[60,82],"our":[61],"research,":[62],"we":[63,97],"design":[64],"experiments":[66],"collect":[68],"subjects\u2019":[70],"EEG":[71,121,135,142],"data":[72],"when":[73],"they":[74],"watching":[76],"different":[78,153],"types":[79,154],"images.":[81,156],"this":[83],"way,":[84],"an":[85],"image-EEG":[86],"dataset":[87],"corresponding":[88],"80":[90],"ImageNet":[91],"object":[92],"classes":[93],"was":[94],"constructed.":[95],"Afterward,":[96],"proposed":[98,159],"dual-EEGNet":[100],"joint":[102,162],"feature":[103],"multi-category":[106],"classification.":[108],"Especially,":[109],"one":[110],"branch":[111,126],"EEGNet":[112],"is":[113,127],"used":[114,128],"extract":[116,130],"spatio-temporal":[118],"embeddings":[119,133],"signals,":[122],"other":[125,175],"time-frequency":[132],"signals.":[136],"The":[137],"experimental":[138],"results":[139],"demonstrate":[140],"that":[141],"signals":[143],"can":[144],"reflect":[145],"activity":[149],"distinguish":[151],"Moreover,":[157],"model":[160],"with":[161,174],"features":[163],"better":[166],"performance":[168],"terms":[170],"compared":[173],"methods.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}