{"id":"https://openalex.org/W4206980344","doi":"https://doi.org/10.1587/transfun.2021eal2096","title":"Spectral Reflectance Reconstruction Based on BP Neural Network and the Improved Sparrow Search Algorithm","display_name":"Spectral Reflectance Reconstruction Based on BP Neural Network and the Improved Sparrow Search Algorithm","publication_year":2022,"publication_date":"2022-01-23","ids":{"openalex":"https://openalex.org/W4206980344","doi":"https://doi.org/10.1587/transfun.2021eal2096"},"language":"en","primary_location":{"id":"doi:10.1587/transfun.2021eal2096","is_oa":false,"landing_page_url":"https://doi.org/10.1587/transfun.2021eal2096","pdf_url":null,"source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-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/A5100388599","display_name":"Lu Zhang","orcid":"https://orcid.org/0000-0002-0442-5730"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu ZHANG","raw_affiliation_strings":["Zhejiang Engineering Laboratory of Industrial Internet Communication Technology, Zhejiang Sci-Tech University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Engineering Laboratory of Industrial Internet Communication Technology, Zhejiang Sci-Tech University","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026683603","display_name":"Chengqun Wang","orcid":"https://orcid.org/0000-0003-3139-9141"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengqun WANG","raw_affiliation_strings":["State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University","Zhejiang Engineering Laboratory of Industrial Internet Communication Technology, Zhejiang Sci-Tech University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University","institution_ids":[]},{"raw_affiliation_string":"Zhejiang Engineering Laboratory of Industrial Internet Communication Technology, Zhejiang Sci-Tech University","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020583455","display_name":"Mengyuan Fang","orcid":"https://orcid.org/0000-0001-5905-225X"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyuan FANG","raw_affiliation_strings":["State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University","Zhejiang Engineering Laboratory of Industrial Internet Communication Technology, Zhejiang Sci-Tech University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University","institution_ids":[]},{"raw_affiliation_string":"Zhejiang Engineering Laboratory of Industrial Internet Communication Technology, Zhejiang Sci-Tech University","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040432443","display_name":"Weiqiang Xu","orcid":"https://orcid.org/0000-0002-4206-7022"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqiang XU","raw_affiliation_strings":["Zhejiang Engineering Laboratory of Industrial Internet Communication Technology, Zhejiang Sci-Tech University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Engineering Laboratory of Industrial Internet Communication Technology, Zhejiang Sci-Tech University","institution_ids":["https://openalex.org/I1328775524"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1328775524"],"apc_list":null,"apc_paid":null,"fwci":1.0056,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.72927461,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"E105.A","issue":"8","first_page":"1175","last_page":"1179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.984499990940094,"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/T12496","display_name":"Color perception and design","score":0.9675999879837036,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6834462881088257},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6337808966636658},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5812749862670898},{"id":"https://openalex.org/keywords/reflectivity","display_name":"Reflectivity","score":0.5398368835449219},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.4310768246650696},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.41015490889549255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36787885427474976},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.07787337899208069}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6834462881088257},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6337808966636658},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5812749862670898},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.5398368835449219},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.4310768246650696},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.41015490889549255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36787885427474976},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.07787337899208069},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transfun.2021eal2096","is_oa":false,"landing_page_url":"https://doi.org/10.1587/transfun.2021eal2096","pdf_url":null,"source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W425484063","https://openalex.org/W2054284072","https://openalex.org/W2908792399","https://openalex.org/W2998553334","https://openalex.org/W3010102550","https://openalex.org/W3047904528","https://openalex.org/W3120954332","https://openalex.org/W3172158470","https://openalex.org/W3190650140","https://openalex.org/W3202893974"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2356841320","https://openalex.org/W2004708907","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2989452537","https://openalex.org/W2052122378"],"abstract_inverted_index":{"To":[0],"solve":[1,77],"the":[2,7,60,78,98,105,108,111,115,119,129,133,149],"problem":[3,79],"of":[4,107,151],"metamerism":[5],"in":[6,23],"color":[8],"reproduction":[9],"process,":[10],"various":[11],"spectral":[12,54,152],"reflectance":[13,55,153],"reconstruction":[14,56,154],"methods":[15,28],"combined":[16],"with":[17],"neural":[18],"network":[19],"have":[20],"been":[21],"proposed":[22,116,134],"recent":[24],"years.":[25],"However,":[26],"these":[27],"are":[29],"generally":[30],"sensitive":[31,83],"to":[32,39,76,84,89,92,102,141],"initial":[33,85],"values":[34],"and":[35,66,95,144],"can":[36,147],"easily":[37],"converge":[38],"local":[40],"optimal":[41],"solutions,":[42],"especially":[43],"on":[44,59,118,155],"small":[45,156],"data":[46,157],"sets.":[47,158],"In":[48,73,110],"this":[49,74],"paper,":[50],"we":[51,87,96,113],"propose":[52,88],"a":[53],"algorithm":[57,117,135],"based":[58],"Back":[61],"Propagation":[62],"Neural":[63],"Network":[64],"(BPNN)":[65],"an":[67],"improved":[68],"Sparrow":[69],"Search":[70],"Algorithm":[71],"(SSA).":[72],"algorithm,":[75],"that":[80,132],"BPNN":[81],"is":[82,160],"values,":[86],"use":[90,97],"SSA":[91],"initialize":[93],"BPNN,":[94],"sine":[99],"chaotic":[100],"mapping":[101],"further":[103],"improve":[104],"stability":[106],"algorithm.":[109],"experiment,":[112],"tested":[114],"X-Rite":[120],"ColorChecker":[121],"Classic":[122],"Mini":[123],"Chart":[124],"which":[125],"contains":[126],"24":[127],"colors,":[128],"results":[130],"show":[131],"has":[136],"significantly":[137],"better":[138],"performance":[139],"compared":[140],"other":[142],"algorithms":[143],"moreover":[145],"it":[146],"meet":[148],"needs":[150],"Code":[159],"avaible":[161],"at":[162],"https://github.com/LuraZhang/spectral-reflectance-reconsctuction.":[163]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}