{"id":"https://openalex.org/W4408356761","doi":"https://doi.org/10.1109/icassp49660.2025.10890449","title":"Few-shot Image Classification based on Attribute Prediction and Selection","display_name":"Few-shot Image Classification based on Attribute Prediction and Selection","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408356761","doi":"https://doi.org/10.1109/icassp49660.2025.10890449"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10890449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5067326635","display_name":"Xin Sun","orcid":"https://orcid.org/0000-0002-6554-7088"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Sun","raw_affiliation_strings":["Shandong Univ. of Sci. and Tech.,Col. of Comp. Sci. and Eng.,Qingdao,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Univ. of Sci. and Tech.,Col. of Comp. Sci. and Eng.,Qingdao,China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029191114","display_name":"Boqian Liu","orcid":"https://orcid.org/0009-0007-5695-2835"},"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":"Boqian Liu","raw_affiliation_strings":["Dalian Univ. of Tech.,DUT-RU ISE,Dalian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian Univ. of Tech.,DUT-RU ISE,Dalian,China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103055910","display_name":"Xinchen Ye","orcid":"https://orcid.org/0000-0003-2132-0989"},"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":"Xinchen Ye","raw_affiliation_strings":["Dalian Univ. of Tech.,DUT-RU ISE,Dalian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian Univ. of Tech.,DUT-RU ISE,Dalian,China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057322185","display_name":"Guanqiao Chen","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":"Guanqiao Chen","raw_affiliation_strings":["Dalian Univ. of Tech.,DUT-RU ISE,Dalian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian Univ. of Tech.,DUT-RU ISE,Dalian,China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100745348","display_name":"Rui Xu","orcid":"https://orcid.org/0000-0002-6023-1703"},"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":"Rui Xu","raw_affiliation_strings":["Dalian Univ. of Tech.,DUT-RU ISE,Dalian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian Univ. of Tech.,DUT-RU ISE,Dalian,China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113860333","display_name":"Haojie Li","orcid":"https://orcid.org/0009-0005-7685-7937"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haojie Li","raw_affiliation_strings":["Shandong Univ. of Sci. and Tech.,Col. of Comp. Sci. and Eng.,Qingdao,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Univ. of Sci. and Tech.,Col. of Comp. Sci. and Eng.,Qingdao,China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.864,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73202174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9419999718666077,"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":0.7024678587913513},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6680739521980286},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.6346503496170044},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6316883563995361},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5800356864929199},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5760632157325745},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42074882984161377},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3546620011329651},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33995795249938965},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3314761817455292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7024678587913513},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6680739521980286},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6346503496170044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6316883563995361},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5800356864929199},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5760632157325745},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42074882984161377},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3546620011329651},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33995795249938965},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3314761817455292},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10890449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2032699694","https://openalex.org/W2948171095","https://openalex.org/W2964105864","https://openalex.org/W3084193526","https://openalex.org/W3177423475","https://openalex.org/W3181461461","https://openalex.org/W3198519958","https://openalex.org/W4386071512","https://openalex.org/W4390874695","https://openalex.org/W4402754281","https://openalex.org/W6618372016","https://openalex.org/W6638667902","https://openalex.org/W6717697761","https://openalex.org/W6735236233","https://openalex.org/W6736057607","https://openalex.org/W6743661861","https://openalex.org/W6759807521"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966","https://openalex.org/W2325697621"],"abstract_inverted_index":{"Few-shot":[0],"learning":[1],"addresses":[2],"the":[3,49,70,78,82,107,114,119,126,138],"challenges":[4],"of":[5,69,109,140],"image":[6,37,50,54,120],"classification":[7,38],"with":[8],"limited":[9],"samples,":[10],"but":[11],"current":[12],"methods":[13],"often":[14],"fail":[15],"to":[16,26,48,65,98],"fully":[17],"utilize":[18,86],"sample":[19],"correlations":[20],"and":[21,44,81,100,118],"external":[22],"semantic":[23],"information,":[24],"leading":[25],"low":[27],"accuracy.":[28],"To":[29],"overcome":[30],"these":[31],"limitations,":[32],"we":[33,92],"propose":[34,93],"a":[35],"few-shot":[36],"method":[39],"based":[40],"on":[41,134],"attribute":[42,58,62,67,87,95,103,111,116],"prediction":[43,63],"selection.":[45],"In":[46],"addition":[47],"branch":[51,59],"that":[52,76],"extracts":[53],"features,":[55,104],"an":[56,61,94],"extra":[57],"employs":[60],"network":[64,97],"predict":[66],"features":[68,117,121,128],"query":[71,83],"set":[72,80,84],"samples.":[73],"This":[74],"ensures":[75],"both":[77],"support":[79],"can":[85],"information":[88],"as":[89,125],"assistance.":[90],"Additionally,":[91],"selection":[96],"distinguish":[99],"select":[101],"discriminative":[102],"thereby":[105],"increasing":[106],"utilization":[108],"task-related":[110],"information.":[112],"Finally,":[113],"processed":[115],"are":[122],"merged":[123],"together":[124],"ultimate":[127],"for":[129],"final":[130],"classification.":[131],"Extensive":[132],"experiments":[133],"mainstream":[135],"benchmarks":[136],"demonstrate":[137],"superiority":[139],"our":[141],"method.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}