{"id":"https://openalex.org/W4390659851","doi":"https://doi.org/10.1109/access.2024.3350747","title":"Dual Prototype Learning for Few Shot Semantic Segmentation","display_name":"Dual Prototype Learning for Few Shot Semantic Segmentation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390659851","doi":"https://doi.org/10.1109/access.2024.3350747"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3350747","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3350747","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10382511.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10382511.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035138235","display_name":"Wenxuan Li","orcid":"https://orcid.org/0009-0008-7675-8711"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenxuan Li","raw_affiliation_strings":["School of Electronic and Information Engineering, South-Central Minzu University, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0008-7675-8711","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101875745","display_name":"Shaobo Chen","orcid":"https://orcid.org/0009-0005-5710-7284"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaobo Chen","raw_affiliation_strings":["School of Electronic and Information Engineering, South-Central Minzu University, Wuhan, China","Hubei Key Laboratory of Intelligent Wireless Communication, South-Central Minzu University, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0005-5710-7284","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]},{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Wireless Communication, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109910272","display_name":"Chengyi Xiong","orcid":"https://orcid.org/0000-0002-0831-3437"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyi Xiong","raw_affiliation_strings":["School of Electronic and Information Engineering, South-Central Minzu University, Wuhan, China","Hubei Key Laboratory of Intelligent Wireless Communication, South-Central Minzu University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-0831-3437","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]},{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Wireless Communication, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035138235"],"corresponding_institution_ids":["https://openalex.org/I145897649"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.627,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84857278,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"6356","last_page":"6364"},"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":0.9972000122070312,"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":0.9972000122070312,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9912999868392944,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9797999858856201,"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":0.8055666089057922},{"id":"https://openalex.org/keywords/pascal","display_name":"Pascal (unit)","score":0.511001706123352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43666285276412964},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43389949202537537},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.41709667444229126},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38891810178756714},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18726980686187744}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8055666089057922},{"id":"https://openalex.org/C75608658","wikidata":"https://www.wikidata.org/wiki/Q44395","display_name":"Pascal (unit)","level":2,"score":0.511001706123352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43666285276412964},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43389949202537537},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.41709667444229126},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38891810178756714},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18726980686187744},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3350747","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3350747","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10382511.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c0f9046f178e4df9b90aff2dd87c1c01","is_oa":true,"landing_page_url":"https://doaj.org/article/c0f9046f178e4df9b90aff2dd87c1c01","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 6356-6364 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3350747","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3350747","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10382511.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321883","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53"},{"id":"https://openalex.org/F4320323292","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92"},{"id":"https://openalex.org/F4320324773","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390659851.pdf","grobid_xml":"https://content.openalex.org/works/W4390659851.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1507506748","https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2031489346","https://openalex.org/W2104657103","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2560023338","https://openalex.org/W2955058313","https://openalex.org/W2963078159","https://openalex.org/W2963599420","https://openalex.org/W2981689412","https://openalex.org/W2981787211","https://openalex.org/W2983850069","https://openalex.org/W2990230185","https://openalex.org/W3034985049","https://openalex.org/W3035300720","https://openalex.org/W3045585575","https://openalex.org/W3047258141","https://openalex.org/W3108187451","https://openalex.org/W3108189450","https://openalex.org/W3138516171","https://openalex.org/W3176065502","https://openalex.org/W3202548688","https://openalex.org/W4214573368","https://openalex.org/W4214660208","https://openalex.org/W4214893857","https://openalex.org/W4221153269","https://openalex.org/W4287891158","https://openalex.org/W4294770622","https://openalex.org/W4310417071","https://openalex.org/W4312592495","https://openalex.org/W4312653100","https://openalex.org/W4312935555","https://openalex.org/W4313180545","https://openalex.org/W4313196086","https://openalex.org/W6735236233","https://openalex.org/W6754568377","https://openalex.org/W6795934563","https://openalex.org/W6797399245","https://openalex.org/W6798837711","https://openalex.org/W6846680268","https://openalex.org/W6846948832"],"related_works":["https://openalex.org/W1663079876","https://openalex.org/W2069133146","https://openalex.org/W2017545316","https://openalex.org/W2100576949","https://openalex.org/W2159686533","https://openalex.org/W4242339654","https://openalex.org/W2349160795","https://openalex.org/W2100057527","https://openalex.org/W2809456908","https://openalex.org/W2135595438"],"abstract_inverted_index":{"Few-shot":[0],"segmentation":[1],"(FSS)":[2],"is":[3,30,64,85,151],"a":[4,31,99],"challenging":[5],"task":[6],"because":[7],"the":[8,14,38,41,45,49,73,78,82,119,132,141,146,155,180],"same":[9],"class":[10],"of":[11,69,75,81,135,157,182],"targets":[12],"in":[13,89],"support":[15,143],"and":[16,24,44,72,109,145,173],"query":[17,46,83,149,161],"image":[18,84],"may":[19],"have":[20],"different":[21],"scale,":[22],"texture":[23],"background":[25],"information.":[26],"Prototype":[27],"learning":[28,92,102],"(PL)":[29],"current":[32],"mainstream":[33],"FSS":[34,120],"method,":[35],"which":[36,63],"characterizes":[37],"interaction":[39],"between":[40,140],"prototype":[42,50,91,101,107,112,144,150,159],"vector":[43,51],"feature.":[47],"However,":[48],"commonly":[52],"based":[53,104],"on":[54,105,167],"global":[55],"average":[56],"pooling":[57],"only":[58],"contains":[59],"first-order":[60,111,142,147,158],"feature":[61,136],"information,":[62,128],"vulnerable":[65],"to":[66,117,153,160],"varying":[67],"appearance":[68],"similar":[70],"target":[71],"diversity":[74],"background.":[76],"Moreover,":[77],"auxiliary":[79],"information":[80],"not":[86],"fully":[87],"explored":[88],"previous":[90],"methods.":[93],"In":[94],"this":[95],"paper,":[96],"we":[97],"propose":[98],"dual":[100],"(DPL)":[103],"second-order":[106],"(SOP)":[108],"self-support":[110,148],"with":[113],"constraint":[114],"mechanism":[115],"(SSFPC)":[116],"improve":[118],"performance.":[121],"The":[122,138,163],"SOP":[123],"can":[124],"capture":[125],"higher-order":[126],"statistical":[127],"obtaining":[129],"by":[130],"averaging":[131],"covariance":[133],"matrix":[134],"map.":[137],"similarity":[139],"introduced":[152],"boost":[154],"adaptability":[156],"image.":[162],"remarkable":[164],"performance":[165],"gains":[166],"benchmarks":[168],"(PASCAL-5":[169],"<sup":[170,175],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[171,176],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><i>i</i></sup>":[172,177],"COCO-20":[174],")":[178],"manifest":[179],"effectiveness":[181],"our":[183],"method.":[184],"Our":[185],"source":[186],"code":[187],"will":[188],"be":[189],"available":[190],"at":[191],"https://github.com/13ww/DPL.git.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
