{"id":"https://openalex.org/W4405520824","doi":"https://doi.org/10.1109/tcds.2024.3519629","title":"Performer: A High-Performance Global-Local Model-Augmented With Dual Network Interaction Mechanism","display_name":"Performer: A High-Performance Global-Local Model-Augmented With Dual Network Interaction Mechanism","publication_year":2024,"publication_date":"2024-12-18","ids":{"openalex":"https://openalex.org/W4405520824","doi":"https://doi.org/10.1109/tcds.2024.3519629"},"language":"en","primary_location":{"id":"doi:10.1109/tcds.2024.3519629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2024.3519629","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"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 Cognitive and Developmental Systems","raw_type":"journal-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/A5051714161","display_name":"Dayu Tan","orcid":"https://orcid.org/0000-0001-6162-1730"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dayu Tan","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026198908","display_name":"Lin Hua","orcid":"https://orcid.org/0000-0002-8883-7205"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linfeng Hua","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Anhui University, Hefei, China","Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rui Hao","orcid":"https://orcid.org/0009-0001-5246-9076"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Hao","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Anhui University, Hefei, China","Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059986647","display_name":"Qi Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Xu","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071754273","display_name":"Yansen Su","orcid":"https://orcid.org/0000-0002-3855-7133"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yansen Su","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Anhui University, Hefei, China","Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064185915","display_name":"Chun-Hou Zheng","orcid":"https://orcid.org/0000-0002-2695-1926"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhou Zheng","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Anhui University, Hefei, China","Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institutes of Physical Science and Information Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040197045","display_name":"Weimin Zhong","orcid":"https://orcid.org/0000-0002-4285-4739"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weimin Zhong","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5051714161"],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":1.366,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85121282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"17","issue":"4","first_page":"794","last_page":"808"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.8187999725341797,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.8187999725341797,"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":0.8067609071731567},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6511570811271667},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6454687118530273},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3926365375518799},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37489306926727295},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3282444477081299}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8067609071731567},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6511570811271667},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6454687118530273},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3926365375518799},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37489306926727295},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3282444477081299},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcds.2024.3519629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2024.3519629","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"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 Cognitive and Developmental Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1490866274","display_name":null,"funder_award_id":"62206037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5700703483","display_name":null,"funder_award_id":"62322301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6202416540","display_name":null,"funder_award_id":"62303014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7307202658","display_name":null,"funder_award_id":"62172002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7556308482","display_name":null,"funder_award_id":"2308085QF225","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G8602029459","display_name":null,"funder_award_id":"2108085QF267","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G8753041285","display_name":null,"funder_award_id":"62476035","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"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1901129140","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2302255633","https://openalex.org/W2618530766","https://openalex.org/W2752782242","https://openalex.org/W2883780447","https://openalex.org/W2884585870","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2964137095","https://openalex.org/W2981413347","https://openalex.org/W3013198566","https://openalex.org/W3096609285","https://openalex.org/W3122484828","https://openalex.org/W3138516171","https://openalex.org/W3183430956","https://openalex.org/W3197957534","https://openalex.org/W4226224676","https://openalex.org/W4292256660","https://openalex.org/W4312954678","https://openalex.org/W4313555242","https://openalex.org/W4320009770","https://openalex.org/W4321232185","https://openalex.org/W4322747009","https://openalex.org/W4378194725","https://openalex.org/W4379528655","https://openalex.org/W4385245566","https://openalex.org/W4388019035","https://openalex.org/W6726497184","https://openalex.org/W6743661861","https://openalex.org/W6750469568","https://openalex.org/W6753038380","https://openalex.org/W6756444276","https://openalex.org/W6762718338","https://openalex.org/W6784333009","https://openalex.org/W6790275670","https://openalex.org/W6790690058","https://openalex.org/W6802648153","https://openalex.org/W6839178539"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W2366646518","https://openalex.org/W2370906336"],"abstract_inverted_index":{"In":[0,104],"deep":[1],"learning,":[2],"convolutional":[3,12],"neural":[4],"networks":[5],"(CNNs)":[6],"focus":[7],"on":[8,160,172,181],"local":[9],"information":[10,19],"through":[11],"kernels,":[13],"while":[14],"transformers":[15],"attend":[16],"to":[17,48,72,121],"global":[18],"using":[20],"self-attention":[21],"mechanisms.":[22],"The":[23,217],"union":[24,196],"of":[25,34,42,60,79,132,148,154,170,198,203],"these":[26,54],"distinct":[27],"approaches":[28],"enables":[29],"a":[30,86,97,112,138,142,192],"more":[31],"comprehensive":[32],"extraction":[33,126],"image":[35,81,124],"features.":[36],"However,":[37],"the":[38,57,61,77,105,123,145,152,173,182],"feature":[39,125],"map":[40],"dimensions":[41],"CNN":[43,117],"and":[44,93,99,118,163,184,200,212],"Transformer":[45],"differ,":[46],"leading":[47],"dimension":[49],"mismatch":[50],"issues":[51],"when":[52],"combining":[53],"architectures.":[55],"Additionally,":[56],"parameter":[58],"size":[59],"hybrid":[62],"model":[63,190],"integrating":[64],"both":[65,161],"architectures":[66,120],"remains":[67],"large,":[68],"making":[69],"it":[70],"difficult":[71],"train.":[73],"To":[74,129,150],"further":[75],"augmenting":[76],"interpretation":[78],"complex":[80,214],"patterns,":[82],"we":[83,108,135,156],"present":[84],"Performer,":[85,155],"dual-network":[87],"architecture":[88],"that":[89],"seamlessly":[90],"combines":[91],"CNNs":[92],"transformers,":[94],"resulting":[95],"in":[96,208],"novel":[98],"efficient":[100],"representation":[101],"learning":[102],"model.":[103],"Performer":[106,166,179],"model,":[107],"innovate":[109],"by":[110],"devising":[111],"unique":[113],"interaction":[114],"methodology":[115],"for":[116],"transformer":[119,140,146],"enhance":[122],"capabilities":[127],"mutually.":[128],"counteract":[130],"issue":[131],"dimensionality":[133],"mismatch,":[134],"also":[136],"introduce":[137],"refined":[139],"block,":[141],"advancement":[143],"over":[144,195],"block":[147],"ViT.":[149],"validate":[151],"effectiveness":[153],"conduct":[157],"extensive":[158],"experiments":[159],"classification":[162],"segmentation":[164],"tasks.":[165],"achieve":[167],"an":[168],"accuracy":[169,202],"83.37%":[171],"ImageNet-200":[174],"dataset.":[175],"For":[176],"semantic":[177],"segmentation,":[178],"excels":[180],"CamVid":[183],"Hippocampus":[185],"datasets.":[186],"On":[187],"CamVid,":[188],"our":[189],"achieves":[191],"mean":[193],"intersection":[194],"(mIoU)":[197],"63.27%":[199],"pixel":[201],"92.11%,":[204],"demonstrating":[205],"superior":[206],"performance":[207],"capturing":[209],"fine":[210],"details":[211],"handling":[213],"scenes":[215],"effectively.":[216],"code":[218],"is":[219],"available":[220],"at":[221],"<uri":[222],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[223],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/hlf-thh/Performer</uri>.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
