{"id":"https://openalex.org/W4415708071","doi":"https://doi.org/10.1109/icme59968.2025.11209041","title":"RealMind: Advancing Visual Decoding and Language Interaction via EEG Signals","display_name":"RealMind: Advancing Visual Decoding and Language Interaction via EEG Signals","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4415708071","doi":"https://doi.org/10.1109/icme59968.2025.11209041"},"language":null,"primary_location":{"id":"doi:10.1109/icme59968.2025.11209041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100459326","display_name":"Dongyang Li","orcid":"https://orcid.org/0000-0003-0818-2526"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongyang Li","raw_affiliation_strings":["Southern University of Science and Technology,Department of Biomedical Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Biomedical Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120131857","display_name":"Haoyang Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyang Qin","raw_affiliation_strings":["Southern University of Science and Technology,Department of Biomedical Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Biomedical Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077280784","display_name":"Mingyan Wu","orcid":"https://orcid.org/0000-0003-1963-2131"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyang Wu","raw_affiliation_strings":["Southern University of Science and Technology,Department of Biomedical Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Biomedical Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082513564","display_name":"Tang Jiahua","orcid":"https://orcid.org/0000-0002-6953-4866"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahua Tang","raw_affiliation_strings":["Harbin Institute of Technology,School of Computer Science and Technology,Weihai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Weihai,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344294","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0001-5090-9915"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Wei","raw_affiliation_strings":["Southern University of Science and Technology,Department of Biomedical Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Biomedical Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078854583","display_name":"Quanying Liu","orcid":"https://orcid.org/0000-0002-2501-7656"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanying Liu","raw_affiliation_strings":["Southern University of Science and Technology,Department of Biomedical Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Biomedical Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.8637999892234802,"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":0.8637999892234802,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.05779999867081642,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.00570000009611249,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/closed-captioning","display_name":"Closed captioning","score":0.805400013923645},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7925000190734863},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5396000146865845},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49129998683929443},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46860000491142273},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.45840001106262207},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.3968999981880188},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.3864000141620636}],"concepts":[{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.805400013923645},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7925000190734863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7623000144958496},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5396000146865845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5116999745368958},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49129998683929443},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46860000491142273},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.45840001106262207},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3968999981880188},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3921999931335449},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.3864000141620636},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3804999887943268},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3698999881744385},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.3447999954223633},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.3366999924182892},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.33320000767707825},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.3287000060081482},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.3147999942302704},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.3107999861240387},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.2872999906539917},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.28380000591278076},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2800999879837036},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.27250000834465027}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme59968.2025.11209041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327605","display_name":"Southern University of Science and Technology","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2559463885","https://openalex.org/W2950397252","https://openalex.org/W4205130599","https://openalex.org/W4309409002","https://openalex.org/W4361855028","https://openalex.org/W4386076190","https://openalex.org/W4386881720","https://openalex.org/W4402727922","https://openalex.org/W4402943983","https://openalex.org/W4409365422"],"related_works":[],"abstract_inverted_index":{"Decoding":[0],"visual":[1,29,71,125,175],"stimuli":[2],"from":[3,127],"neural":[4],"recordings":[5],"is":[6],"a":[7,42,81,88,136,143,149,155,163,170],"critical":[8],"challenge":[9],"in":[10,25,70,115,142,154,177],"the":[11,49,57,121],"development":[12],"of":[13,44,59,91,140,152],"brain-computer":[14],"interfaces":[15],"(BCIs).":[16],"Although":[17],"recent":[18],"EEG-based":[19,83,174],"decoding":[20,72,138,167,176],"approaches":[21],"have":[22],"made":[23],"progress":[24],"tasks":[26],"such":[27],"as":[28],"classification,":[30],"retrieval,":[31],"and":[32,41,56,67,99,107,148],"reconstruction,":[33],"they":[34],"remain":[35],"constrained":[36],"by":[37],"unstable":[38],"representation":[39,54,106],"learning":[40,55,102],"lack":[43],"interpretability.":[45],"This":[46],"gap":[47],"highlights":[48],"need":[50],"for":[51,173],"more":[52],"efficient":[53],"integration":[58],"effective":[60],"language":[61],"interaction":[62],"to":[63,86,103],"enhance":[64,104],"both":[65,97],"understanding":[66],"practical":[68],"usability":[69],"tasks.":[73,93,111],"To":[74],"address":[75],"this":[76],"limitation,":[77],"we":[78],"introduce":[79],"RealMind,":[80],"novel":[82],"framework":[84,119],"designed":[85],"handle":[87],"diverse":[89],"range":[90],"downstream":[92],"Specifically,":[94],"RealMind":[95,161],"leverages":[96],"semantic":[98],"geometric":[100],"consistency":[101],"feature":[105],"improve":[108],"alignment":[109],"across":[110],"Notably,":[112],"beyond":[113],"excelling":[114],"traditional":[116],"tasks,":[117],"our":[118],"marks":[120],"first":[122],"attempt":[123],"at":[124],"captioning":[126,158],"EEG":[128,166],"data":[129],"through":[130],"vision-language":[131],"model":[132],"(VLM).":[133],"It":[134],"achieves":[135],"Top-1":[137],"accuracy":[139],"27.58%":[141],"200-class":[144,156],"zero-shot":[145,157],"retrieval":[146],"task":[147],"BLEU-1":[150],"score":[151],"26.59%":[153],"task.":[159],"Overall,":[160],"provides":[162],"comprehensive":[164],"multitask":[165],"framework,":[168],"establishing":[169],"foundational":[171],"approach":[172],"real-world":[178],"applications.":[179]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-30T00:00:00"}