{"id":"https://openalex.org/W4386322291","doi":"https://doi.org/10.1109/icce-taiwan58799.2023.10226989","title":"Mask Generation with Meta-Learning Classifier Weight Transformer Network for Few-Shot Image Segmentation","display_name":"Mask Generation with Meta-Learning Classifier Weight Transformer Network for Few-Shot Image Segmentation","publication_year":2023,"publication_date":"2023-07-17","ids":{"openalex":"https://openalex.org/W4386322291","doi":"https://doi.org/10.1109/icce-taiwan58799.2023.10226989"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan58799.2023.10226989","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan58799.2023.10226989","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5011573153","display_name":"Fong-Ci Jhou","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Fong-Ci Jhou","raw_affiliation_strings":["National Central University,Dept. Communication Engineering,Taiwan","Dept. Communication Engineering, National Central University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Dept. Communication Engineering,Taiwan","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"Dept. Communication Engineering, National Central University, Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101451175","display_name":"Kai-Wen Liang","orcid":"https://orcid.org/0000-0002-7130-1957"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kai-Wen Liang","raw_affiliation_strings":["National Central University,Dept. Communication Engineering,Taiwan","Dept. Communication Engineering, National Central University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Dept. Communication Engineering,Taiwan","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"Dept. Communication Engineering, National Central University, Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108862749","display_name":"Chung-Hsun Lo","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chung-Hsun Lo","raw_affiliation_strings":["National Central University,Dept. Communication Engineering,Taiwan","Dept. Communication Engineering, National Central University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Dept. Communication Engineering,Taiwan","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"Dept. Communication Engineering, National Central University, Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072470661","display_name":"Chien-Yao Wang","orcid":"https://orcid.org/0000-0002-2946-8972"},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Yao Wang","raw_affiliation_strings":["Academia Sinica,Institute of Information Science,Taipei,Taiwan","Institute of Information Science, Academia Sinica, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Academia Sinica,Institute of Information Science,Taipei,Taiwan","institution_ids":["https://openalex.org/I4210098366"]},{"raw_affiliation_string":"Institute of Information Science, Academia Sinica, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210098366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102972003","display_name":"Yung\u2010Fang Chen","orcid":"https://orcid.org/0000-0002-4519-5169"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yung-Fang Chen","raw_affiliation_strings":["National Central University,Dept. Communication Engineering,Taiwan","Dept. Communication Engineering, National Central University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Dept. Communication Engineering,Taiwan","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"Dept. Communication Engineering, National Central University, Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029325015","display_name":"Jia\u2010Ching Wang","orcid":"https://orcid.org/0000-0003-0024-6732"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Ching Wang","raw_affiliation_strings":["National Central University,Dept. Computer Science and Information Engineering,Taiwan","Dept. Computer Science and Information Engineering, National Central University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Dept. Computer Science and Information Engineering,Taiwan","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"Dept. Computer Science and Information Engineering, National Central University, Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103030114","display_name":"Pao\u2010Chi Chang","orcid":"https://orcid.org/0000-0003-3097-4714"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pao-Chi Chang","raw_affiliation_strings":["National Central University,Dept. Communication Engineering,Taiwan","Dept. Communication Engineering, National Central University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Dept. Communication Engineering,Taiwan","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"Dept. Communication Engineering, National Central University, Taiwan","institution_ids":["https://openalex.org/I22265921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5011573153"],"corresponding_institution_ids":["https://openalex.org/I22265921"],"apc_list":null,"apc_paid":null,"fwci":0.246,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52271251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"457","last_page":"458"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9990000128746033,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9929999709129333,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7957768440246582},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7540239095687866},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6533057689666748},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6311516761779785},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6151038408279419},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6075087785720825},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5987393260002136},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5488787293434143},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5011734962463379},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.456226646900177},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40352967381477356},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28783899545669556},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0785810649394989}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7957768440246582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7540239095687866},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6533057689666748},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6311516761779785},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6151038408279419},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6075087785720825},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5987393260002136},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5488787293434143},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5011734962463379},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.456226646900177},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40352967381477356},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28783899545669556},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0785810649394989},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan58799.2023.10226989","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan58799.2023.10226989","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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":5,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W3047258141","https://openalex.org/W3202562843","https://openalex.org/W3204077273","https://openalex.org/W6801954579"],"related_works":["https://openalex.org/W2517104666","https://openalex.org/W2742991909","https://openalex.org/W2563096758","https://openalex.org/W2972035100","https://openalex.org/W2800691917","https://openalex.org/W2940977206","https://openalex.org/W2738461075","https://openalex.org/W2114586818","https://openalex.org/W3005023910","https://openalex.org/W2547232919"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,13,24,32,47,51],"meta-learning":[4,138],"classification":[5,26,72,139],"weight":[6,27,140],"transfer":[7,28,57,141],"network":[8,44,142],"to":[9,55,61],"generate":[10],"masks":[11,22],"as":[12,93],"few-shot":[14,150],"image":[15,151],"segmentation":[16,76,152],"architecture.":[17],"It":[18],"generates":[19],"good":[20],"prior":[21],"via":[23],"pretrained":[25,33],"architecture,":[29],"and":[30,40],"uses":[31],"feature":[34,52],"extraction":[35],"architecture":[36,45],"on":[37],"query":[38,68,79],"images":[39],"support":[41],"images.":[42,69],"The":[43,81],"exploits":[46],"top-down":[48],"path":[49],"in":[50],"augmentation":[53],"module":[54,73],"adaptively":[56],"information":[58],"from":[59,67],"fine":[60],"coarse":[62],"features":[63,66],"for":[64],"extracting":[65],"Finally,":[70],"the":[71,75,78,87,94,97,100,110,113,117,127,133,137,147],"predicts":[74],"of":[77,90,99,109,149],"image.":[80],"experimental":[82,102,115],"results":[83,103],"show":[84],"that":[85,108,132],"using":[86],"mean":[88],"intersection":[89],"joints":[91],"(mIOU)":[92],"evaluation":[95],"mechanism,":[96],"accuracy":[98,118],"1-shot":[101],"is":[104,119],"1.7%":[105],"higher":[106],"than":[107],"baseline.":[111],"In":[112],"5-shot":[114],"results,":[116],"also":[120],"improved":[121],"by":[122,136],"2.6%.":[123],"Therefore,":[124],"compared":[125],"with":[126],"baseline,":[128],"it":[129],"clearly":[130],"shows":[131],"mask":[134],"generated":[135],"can":[143],"effectively":[144],"help":[145],"improve":[146],"performance":[148],"system.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}