{"id":"https://openalex.org/W2997820086","doi":"https://doi.org/10.1109/access.2019.2959011","title":"A Novel Multi-Modal One-Shot Learning Method for Texture Recognition","display_name":"A Novel Multi-Modal One-Shot Learning Method for Texture Recognition","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2997820086","doi":"https://doi.org/10.1109/access.2019.2959011","mag":"2997820086"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2959011","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959011","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08931584.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/8600701/08931584.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001174925","display_name":"Pengwen Xiong","orcid":"https://orcid.org/0000-0002-0623-8592"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pengwen Xiong","raw_affiliation_strings":["School of Information Engineering, Nanchang University, Nanchang, China","School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]},{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086115275","display_name":"Kongfei He","orcid":"https://orcid.org/0000-0001-7068-5090"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kongfei He","raw_affiliation_strings":["School of Information Engineering, Nanchang University, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048327458","display_name":"Aiguo Song","orcid":"https://orcid.org/0000-0002-1982-6780"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aiguo Song","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100659849","display_name":"Peter Liu","orcid":"https://orcid.org/0000-0002-8703-6967"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peter X. Liu","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001174925"],"corresponding_institution_ids":["https://openalex.org/I141649914","https://openalex.org/I76569877"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7226,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.79636796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"182538","last_page":"182547"},"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":0.9995999932289124,"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":0.9995999932289124,"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/T12676","display_name":"Machine Learning and ELM","score":0.9922999739646912,"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":0.9894000291824341,"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":0.8183659315109253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6845993399620056},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5686696171760559},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5646994113922119},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5644607543945312},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.506799042224884},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48270153999328613},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35913825035095215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8183659315109253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6845993399620056},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5686696171760559},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5646994113922119},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5644607543945312},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.506799042224884},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48270153999328613},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35913825035095215},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2959011","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959011","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08931584.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:carleton.ca:27946","is_oa":true,"landing_page_url":"https://ir.library.carleton.ca/pub/27946","pdf_url":null,"source":{"id":"https://openalex.org/S4306402514","display_name":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access vol. 7, pp. 182538-182547","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:6393c1bd087140e48364fe86e0d6c997","is_oa":true,"landing_page_url":"https://doaj.org/article/6393c1bd087140e48364fe86e0d6c997","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 7, Pp 182538-182547 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2959011","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959011","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08931584.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2082826544","display_name":null,"funder_award_id":"Postdoctoral","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2339223771","display_name":null,"funder_award_id":"B20007","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2411191925","display_name":null,"funder_award_id":"20171ACB20007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4476238879","display_name":null,"funder_award_id":"20007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4982903104","display_name":null,"funder_award_id":"20171ACB20007","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G5593583867","display_name":null,"funder_award_id":"20181BAB211019","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6948332584","display_name":null,"funder_award_id":"2018K02","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6949746558","display_name":null,"funder_award_id":"61663027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7280873000","display_name":null,"funder_award_id":"2018M64213","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7584269463","display_name":null,"funder_award_id":"61773051","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7766969738","display_name":null,"funder_award_id":"B20007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8939568379","display_name":null,"funder_award_id":"61903175","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8959432276","display_name":null,"funder_award_id":"2018M642137","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2997820086.pdf","grobid_xml":"https://content.openalex.org/works/W2997820086.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W819977924","https://openalex.org/W971303027","https://openalex.org/W2005876975","https://openalex.org/W2015609665","https://openalex.org/W2048132605","https://openalex.org/W2053101950","https://openalex.org/W2060166505","https://openalex.org/W2080317558","https://openalex.org/W2098562545","https://openalex.org/W2112447569","https://openalex.org/W2114168642","https://openalex.org/W2115733720","https://openalex.org/W2118168152","https://openalex.org/W2123625665","https://openalex.org/W2135776491","https://openalex.org/W2142075667","https://openalex.org/W2142940228","https://openalex.org/W2146025803","https://openalex.org/W2151096985","https://openalex.org/W2157364932","https://openalex.org/W2344531169","https://openalex.org/W2552248783","https://openalex.org/W2601450892","https://openalex.org/W2619383789","https://openalex.org/W2740112960","https://openalex.org/W2767712265","https://openalex.org/W2802773536","https://openalex.org/W2905755547","https://openalex.org/W2944938295","https://openalex.org/W2963341924","https://openalex.org/W2963966702","https://openalex.org/W2964105864","https://openalex.org/W6676727762","https://openalex.org/W6677180984","https://openalex.org/W6717697761","https://openalex.org/W6735236233","https://openalex.org/W6751344887"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W2011264131","https://openalex.org/W4306353150","https://openalex.org/W2026860389","https://openalex.org/W8219677","https://openalex.org/W3216879894","https://openalex.org/W2890132085","https://openalex.org/W3207883763","https://openalex.org/W4301143707","https://openalex.org/W2952745240"],"abstract_inverted_index":{"Most":[0],"machine":[1,39],"learning":[2,30,40,58,117,171],"algorithms":[3],"require":[4],"a":[5,54,114,188],"large":[6],"set":[7,190],"of":[8,72,86,151,153,160,169,199],"training":[9,95],"samples":[10],"in":[11,25,66,166],"order":[12,49,67],"to":[13,23,44,50,68,77,147,195],"achieve":[14,45],"satisfactory":[15,46],"performance.":[16],"However,":[17],"this":[18,52],"requirement":[19],"may":[20],"be":[21],"difficult":[22,43],"satisfy":[24],"practice.":[26],"Take":[27],"the":[28,38,70,75,81,123,131,137,149,157,161,167,175,181,197,200],"one-shot":[29,57,170],"(OSL)":[31],"problem":[32],"on":[33,187],"texture":[34,61,83],"recognition":[35,62,84],"for":[36,60,136,177],"example;":[37],"algorithm":[41],"is":[42,63,119,145],"results.":[47],"In":[48,180],"solve":[51],"problem,":[53],"novel":[55,115],"multi-modal":[56],"method":[59],"presented.":[64],"First,":[65],"improve":[69],"robustness":[71],"identification":[73],"and":[74,105,127,172],"anti-interference":[76],"noise,":[78],"we":[79],"addressed":[80],"nontravel":[82],"challenges":[85],"learn":[87,130],"information":[88,110],"about":[89],"object":[90],"categories":[91],"from":[92],"only":[93],"one":[94],"sample":[96],"by":[97],"fusing":[98],"varied":[99],"modalities":[100,125,163],"data,":[101],"including":[102],"image,":[103],"sound":[104],"acceleration,":[106],"which":[107,121,191],"provides":[108],"rich":[109],"regarding":[111],"textures.":[112],"Second,":[113],"dictionary":[116],"model":[118],"designed,":[120],"contains":[122],"various":[124],"information,":[126],"can":[128],"simultaneously":[129],"latent":[132],"common":[133,158],"sparse":[134],"code":[135],"different":[138,154],"modalities.":[139],"Third,":[140],"an":[141],"original":[142],"regularization":[143],"term":[144],"developed":[146],"enhance":[148],"degree":[150],"distinction":[152],"classes.":[155],"Furthermore,":[156],"features":[159],"three":[162],"are":[164],"evaluated":[165],"case":[168],"used":[173],"as":[174],"basis":[176],"feature":[178],"selection.":[179],"end,":[182],"experiments":[183],"were":[184],"performed":[185],"based":[186],"data":[189],"was":[192],"published":[193],"openly":[194],"validate":[196],"effectiveness":[198],"presented":[201],"method.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}