{"id":"https://openalex.org/W2937836851","doi":"https://doi.org/10.1109/fskd.2018.8686884","title":"Research on Braille Music Recognition Based on Convolutional Neural Network","display_name":"Research on Braille Music Recognition Based on Convolutional Neural Network","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2937836851","doi":"https://doi.org/10.1109/fskd.2018.8686884","mag":"2937836851"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2018.8686884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2018.8686884","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5076091947","display_name":"Rong-Rong Huang","orcid":"https://orcid.org/0009-0006-8604-5374"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongrong Huang","raw_affiliation_strings":["School of Information Science & Engineering, Lanzhou University, Lanzhou, 730000, China","School of Information Science & Engineering, Lanzhou University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Lanzhou University, Lanzhou, 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"School of Information Science & Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100686117","display_name":"Biao Liu","orcid":"https://orcid.org/0000-0001-8310-7732"},"institutions":[{"id":"https://openalex.org/I4210101382","display_name":"People's Liberation Army No. 150 Hospital","ror":"https://ror.org/014nsap67","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210101382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Liu","raw_affiliation_strings":["No.69230 Troops, People's Liberation Army of China, Wusu, 833000, China","No.69230 Troops, People's Liberation Army of China, Wusu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"No.69230 Troops, People's Liberation Army of China, Wusu, 833000, China","institution_ids":["https://openalex.org/I4210101382"]},{"raw_affiliation_string":"No.69230 Troops, People's Liberation Army of China, Wusu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043943469","display_name":"Wei Su","orcid":"https://orcid.org/0000-0002-7516-1699"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Su","raw_affiliation_strings":["School of Information Science & Engineering, Lanzhou University, Lanzhou, 730000, China","School of Information Science & Engineering, Lanzhou University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Lanzhou University, Lanzhou, 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"School of Information Science & Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040061834","display_name":"Lin He","orcid":"https://orcid.org/0000-0003-3801-7257"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Lin","raw_affiliation_strings":["School of Information Science & Engineering, Lanzhou University, Lanzhou, 730000, China","School of Information Science & Engineering, Lanzhou University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Lanzhou University, Lanzhou, 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"School of Information Science & Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"837","last_page":"843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14155","display_name":"Advanced Technology in Applications","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14155","display_name":"Advanced Technology in Applications","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13647","display_name":"AI and Big Data Applications","score":0.965399980545044,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9474999904632568,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/braille","display_name":"Braille","score":0.9375261664390564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7868685722351074},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7257646322250366},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6667574644088745},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6123918294906616},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5463680028915405},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5010881423950195},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4852406978607178},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48266366124153137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47022581100463867},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3892141282558441}],"concepts":[{"id":"https://openalex.org/C2778802812","wikidata":"https://www.wikidata.org/wiki/Q79894","display_name":"Braille","level":2,"score":0.9375261664390564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7868685722351074},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7257646322250366},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6667574644088745},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6123918294906616},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5463680028915405},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5010881423950195},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4852406978607178},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48266366124153137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47022581100463867},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3892141282558441},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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":5,"locations":[{"id":"doi:10.1109/fskd.2018.8686884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2018.8686884","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/401945","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/401945","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference article (CA)"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/422436","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/422436","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference article (CA)"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/303027","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/303027","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u4f1a\u8bae\u8bba\u6587"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/307600","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/307600","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u4f1a\u8bae\u8bba\u6587"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1526223037","https://openalex.org/W1878845558","https://openalex.org/W1970915741","https://openalex.org/W2056717940","https://openalex.org/W2083163329","https://openalex.org/W2105296997","https://openalex.org/W2112796928","https://openalex.org/W2121126767","https://openalex.org/W2131970564","https://openalex.org/W2148272902","https://openalex.org/W2160121923","https://openalex.org/W2544986537","https://openalex.org/W3082182714","https://openalex.org/W3141720060","https://openalex.org/W4253551702","https://openalex.org/W6631547747","https://openalex.org/W6639291561","https://openalex.org/W6679855759"],"related_works":["https://openalex.org/W1525606688","https://openalex.org/W2113415290","https://openalex.org/W2056248531","https://openalex.org/W2805875310","https://openalex.org/W2626963359","https://openalex.org/W3203015479","https://openalex.org/W2787678320","https://openalex.org/W2995726765","https://openalex.org/W2095030957","https://openalex.org/W2066827917"],"abstract_inverted_index":{"In":[0,60,134],"this":[1,61],"era":[2],"of":[3,40,78,111,114,131,144],"advanced":[4],"information":[5,14,58],"technology,":[6],"it":[7,87],"is":[8,34,42,71,124],"increasingly":[9],"essential":[10],"to":[11,53,73],"acquire":[12],"important":[13],"in":[15,121,127],"time.":[16],"But":[17],"there":[18],"exists":[19],"a":[20,92],"wider":[21],"communicational":[22],"gap":[23],"between":[24],"visually":[25,29,49],"impaired":[26,50],"people":[27,51],"and":[28,141,164],"normal":[30],"people.":[31],"The":[32,109],"reason":[33],"that":[35,152],"the":[36,48,56,63,75,83,96,115,128,138,148,153],"current":[37,57],"recognition":[38,76,85,116,154],"technology":[39],"braille":[41,79,106,132,145],"not":[43],"very":[44],"mature,":[45],"which":[46,123],"makes":[47],"unable":[52],"integrate":[54],"into":[55],"age.":[59],"paper,":[62],"convolutional":[64,158],"neural":[65,159],"network":[66,160],"model,":[67,86],"popular":[68],"at":[69],"present,":[70],"used":[72],"establish":[74],"model":[77,117,155],"music.":[80,146],"Compared":[81],"with":[82],"previous":[84],"can":[88],"be":[89],"seen":[90],"as":[91],"new":[93],"attempt.":[94],"At":[95],"same":[97],"time,":[98],"we":[99,136],"performed":[100],"some":[101],"basic":[102],"preprocessing":[103],"operations":[104],"on":[105,157],"music":[107],"images.":[108],"results":[110,150],"every":[112],"layer":[113],"are":[118],"also":[119],"shown":[120],"detail,":[122],"more":[125],"prominent":[126],"feature":[129],"extraction":[130],"characters.":[133],"addition,":[135],"developed":[137],"training":[139],"algorithm":[140,143],"test":[142],"Finally,":[147],"experimental":[149],"show":[151],"based":[156],"has":[161],"good":[162],"effectiveness":[163],"strong":[165],"generalization":[166],"ability.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}