{"id":"https://openalex.org/W3042293491","doi":"https://doi.org/10.1109/itoec49072.2020.9141918","title":"Image Classification Algorithm Named OCFC Based on Self-supervised Learning","display_name":"Image Classification Algorithm Named OCFC Based on Self-supervised Learning","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3042293491","doi":"https://doi.org/10.1109/itoec49072.2020.9141918","mag":"3042293491"},"language":"en","primary_location":{"id":"doi:10.1109/itoec49072.2020.9141918","doi":"https://doi.org/10.1109/itoec49072.2020.9141918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itoec49072.2020.9141918","pdf_url":null,"source":{"id":"https://openalex.org/S4363607783","display_name":"IEEE Information Technology and Mechatronics Engineering Conference (ITOEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 5th Information Technology and Mechatronics Engineering Conference (ITOEC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5051053793","display_name":"Qihui Shu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihui Shu","raw_affiliation_strings":["College of Computer Science and Technology, Qilu University of Technology (Shandong academy of sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qilu University of Technology (Shandong academy of sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100339586","display_name":"Song Liu","orcid":"https://orcid.org/0000-0002-2340-4556","observed_orcids":["https://orcid.org/0000-0002-2340-4556"]},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Liu","raw_affiliation_strings":["College of Computer Science and Technology, Qilu University of Technology (Shandong academy of sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qilu University of Technology (Shandong academy of sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057394557","display_name":"Jianwen Wang","orcid":"https://orcid.org/0000-0003-4900-2018","observed_orcids":["https://orcid.org/0000-0003-4900-2018"]},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwen Wang","raw_affiliation_strings":["College of Computer Science and Technology, Qilu University of Technology (Shandong academy of sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qilu University of Technology (Shandong academy of sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108018747","display_name":"Qinghan Lai","orcid":"https://orcid.org/0000-0003-2316-8300","observed_orcids":["https://orcid.org/0000-0003-2316-8300"]},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghan Lai","raw_affiliation_strings":["College of Computer Science and Technology, Qilu University of Technology (Shandong academy of sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qilu University of Technology (Shandong academy of sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zihan Zhou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihan Zhou","raw_affiliation_strings":["College of Computer Science and Technology, Qilu University of Technology (Shandong academy of sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qilu University of Technology (Shandong academy of sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0796,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.22648055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"28","issue":null,"first_page":"589","last_page":"594"},"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":0.7515000104904175,"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":0.7515000104904175,"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":0.23960000276565552,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.0034000000450760126,"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/image-classification","display_name":"image classification","score":0.8399999737739563},{"id":"https://openalex.org/keywords/self-supervised-learning","display_name":"self-supervised learning","score":0.9959999918937683},{"id":"https://openalex.org/keywords/convolutional-restricted-boltzmann-machine","display_name":"convolutional restricted Boltzmann machine","score":0.9139999747276306},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.7990000247955322},{"id":"https://openalex.org/keywords/pseudo-labeling","display_name":"pseudo-labeling","score":0.859000027179718},{"id":"https://openalex.org/keywords/fuzzy-c-means-clustering","display_name":"fuzzy c-means clustering","score":0.9810000061988831},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.5979999899864197},{"id":"https://openalex.org/keywords/unlabeled-data","display_name":"unlabeled data","score":0.718999981880188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7815843820571899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7646080255508423},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6971035003662109},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6382119059562683},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5242595672607422},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5186428427696228},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5163130164146423},{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.5020029544830322},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4883844256401062},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4619171619415283},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.4559328258037567},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4553627371788025},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.44348272681236267},{"id":"https://openalex.org/C199354608","wikidata":"https://www.wikidata.org/wiki/Q7316287","display_name":"Restricted Boltzmann machine","level":3,"score":0.44193172454833984},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34464892745018005},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.15437909960746765},{"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":1,"locations":[{"id":"doi:10.1109/itoec49072.2020.9141918","doi":"https://doi.org/10.1109/itoec49072.2020.9141918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itoec49072.2020.9141918","pdf_url":null,"source":{"id":"https://openalex.org/S4363607783","display_name":"IEEE Information Technology and Mechatronics Engineering Conference (ITOEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 5th Information Technology and Mechatronics Engineering Conference (ITOEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W1498436455","https://openalex.org/W1686810756","https://openalex.org/W2113076747","https://openalex.org/W2122111042","https://openalex.org/W2130325614","https://openalex.org/W2133059825","https://openalex.org/W2144796873","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2548917049","https://openalex.org/W2799113232","https://openalex.org/W2883725317","https://openalex.org/W2900093028","https://openalex.org/W2903520223","https://openalex.org/W2907108724","https://openalex.org/W2919066845","https://openalex.org/W2919115771","https://openalex.org/W2963446712","https://openalex.org/W3023371261","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W4387452733","https://openalex.org/W4361852252","https://openalex.org/W4411996573","https://openalex.org/W4378214012","https://openalex.org/W6901765831","https://openalex.org/W4405849514","https://openalex.org/W4295152108","https://openalex.org/W3197006963","https://openalex.org/W2962583523","https://openalex.org/W3029470851"],"abstract_inverted_index":{"Deep":[0],"learning":[1,77,121],"has":[2,20],"been":[3,21],"successfully":[4],"applied":[5],"to":[6,36,63,112,127],"computer":[7],"vision,":[8],"speech":[9],"recognition":[10],"and":[11,114,151],"other":[12,116],"domains.":[13],"In":[14],"image":[15,69,82,117],"processing,":[16],"the":[17,25,94,107,145,152,155],"CNN":[18,108],"model":[19,109,122,130],"relatively":[22],"mature":[23],"in":[24,40],"training":[26],"of":[27,50,59,147],"labeled":[28,32,39,99],"data.":[29],"There":[30],"are":[31,46,85,98],"data":[33,51],"that":[34,61,139],"need":[35,62],"be":[37,64,124],"manually":[38,148],"supervised":[41],"learning,":[42],"but":[43],"now":[44],"there":[45],"a":[47,56,128,132],"large":[48],"number":[49,58],"without":[52,78],"labels":[53,60],"or":[54,131],"with":[55,100],"small":[57],"processed.":[65],"We":[66],"propose":[67],"an":[68],"classification":[70],"algorithm":[71],"named":[72],"OCFC":[73],"based":[74],"on":[75,154],"self-supervised":[76,120],"manual":[79],"labeling.":[80],"After":[81],"preprocessing,":[83],"features":[84],"extracted":[86,95],"by":[87,102],"three-layer":[88],"Convolution":[89],"Restricted":[90],"Boltzmann":[91],"Machine.":[92],"Then":[93],"feature":[96],"clusters":[97],"pseudo-labels":[101],"Fuzzy":[103],"C-means":[104],"algorithm.":[105],"Finally,":[106],"is":[110],"used":[111],"classify":[113],"predict":[115],"categories.":[118],"The":[119,135],"can":[123,142],"arbitrarily":[125],"transferred":[126],"shallow":[129],"deep":[133],"model.":[134],"experimental":[136],"results":[137],"show":[138],"this":[140],"method":[141],"effectively":[143],"avoid":[144],"complexity":[146],"extracting":[149],"features,":[150],"accuracy":[153],"STL-10":[156],"dataset":[157],"reaches":[158],"82.7%.":[159]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2020-07-23T00:00:00"}
