{"id":"https://openalex.org/W4406412938","doi":"https://doi.org/10.1109/tim.2025.3529533","title":"MSCL-Net: Multispot Centers Localization Network of Optical Aspheric Surface Measurement With Multibeam Angle Sensor","display_name":"MSCL-Net: Multispot Centers Localization Network of Optical Aspheric Surface Measurement With Multibeam Angle Sensor","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406412938","doi":"https://doi.org/10.1109/tim.2025.3529533"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3529533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3529533","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","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/A5052324650","display_name":"H. Dong","orcid":"https://orcid.org/0009-0008-3233-3842"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huajie Dong","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102045436","display_name":"Mengliang Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mengliang Wu","raw_affiliation_strings":["Rational Precision Instruments Company Ltd., Dongguan, China"],"affiliations":[{"raw_affiliation_string":"Rational Precision Instruments Company Ltd., Dongguan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022487666","display_name":"Dawei Zhang","orcid":"https://orcid.org/0009-0007-0847-5296"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Zhang","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042737877","display_name":"Meiyun Chen","orcid":"https://orcid.org/0009-0006-8922-7739"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyun Chen","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052324650"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00898851,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/T10638","display_name":"Optical measurement and interference techniques","score":0.9952999949455261,"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/optics","display_name":"Optics","score":0.6798756718635559},{"id":"https://openalex.org/keywords/beam","display_name":"Beam (structure)","score":0.5162160992622375},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.4574351906776428},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.4234270751476288},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4009946882724762},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.40060508251190186},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.0900297462940216},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08457222580909729}],"concepts":[{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.6798756718635559},{"id":"https://openalex.org/C168834538","wikidata":"https://www.wikidata.org/wiki/Q3705329","display_name":"Beam (structure)","level":2,"score":0.5162160992622375},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.4574351906776428},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.4234270751476288},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4009946882724762},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.40060508251190186},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0900297462940216},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08457222580909729}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3529533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3529533","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5699999928474426,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G8126202232","display_name":null,"funder_award_id":"2022A1515010005","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G8635350215","display_name":null,"funder_award_id":"62271157","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8921359606","display_name":null,"funder_award_id":"2022A1515011636","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W894484227","https://openalex.org/W1991503051","https://openalex.org/W2018930433","https://openalex.org/W2050534471","https://openalex.org/W2109255472","https://openalex.org/W2151087605","https://openalex.org/W2158016306","https://openalex.org/W2406928292","https://openalex.org/W2510889945","https://openalex.org/W2752782242","https://openalex.org/W2894010276","https://openalex.org/W2963037989","https://openalex.org/W2972120791","https://openalex.org/W2982854590","https://openalex.org/W2990763144","https://openalex.org/W3042011474","https://openalex.org/W3129037255","https://openalex.org/W3138006373","https://openalex.org/W3159434665","https://openalex.org/W4229029431","https://openalex.org/W4283031736","https://openalex.org/W4285136206","https://openalex.org/W4312977195","https://openalex.org/W4382774693","https://openalex.org/W4388550001","https://openalex.org/W6620707391"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W3084825885","https://openalex.org/W2298861036","https://openalex.org/W2271181815"],"abstract_inverted_index":{"The":[0,65,141],"performance":[1],"of":[2,44,125,134,166],"aspheric":[3],"optics":[4],"is":[5,12,31,38,59,97,119],"important":[6],"for":[7,26,61],"optical":[8,168],"imaging":[9],"and":[10,35,72,77,83,111,155],"profiling":[11],"required":[13],"to":[14,41,86,102,121,160],"ensure":[15],"their":[16],"performance.":[17],"When":[18],"using":[19],"the":[20,28,36,42,45,75,100,104,123,126,131,137,170],"self-developed":[21],"multibeam":[22],"angle":[23],"sensor":[24],"(MBAS)":[25],"measurements,":[27],"measurement":[29,173],"accuracy":[30,159],"reduced":[32],"by":[33],"noise":[34],"efficiency":[37],"low":[39,178],"due":[40],"complexity":[43],"center":[46,63,128,139,157],"localization":[47,56,93,116,158],"algorithm.":[48],"Therefore,":[49],"in":[50,99,107,130,152],"this":[51,146],"research,":[52],"a":[53,92,115,149],"multispot":[54,62,150],"centers":[55],"network":[57,66],"(MSCL-Net)":[58],"proposed":[60],"localization.":[64,140],"comprises":[67],"three":[68],"components:":[69],"backbone,":[70],"FPN-Neck,":[71],"detector.":[73],"First,":[74],"backbone":[76],"FPN-Neck":[78],"perform":[79],"spot":[80,109,127,138,156],"feature":[81,84],"extraction":[82],"fusion":[85],"obtain":[87],"high-level":[88],"semantic":[89],"information.":[90],"Second,":[91],"attention":[94],"module":[95],"(LAM)":[96],"set":[98],"detector":[101],"improve":[103],"network\u2019s":[105],"capability":[106],"extracting":[108],"features":[110],"suppressing":[112],"noise.":[113],"Finally,":[114],"loss":[117,129],"function":[118],"introduced":[120],"increase":[122],"importance":[124],"latter":[132],"stages":[133],"training,":[135],"optimizing":[136],"experimental":[142],"results":[143],"demonstrate":[144],"that":[145],"method":[147,171],"processes":[148],"image":[151],"20.3":[153],"ms,":[154],"subpixel":[161],"level.":[162],"For":[163],"different":[164],"radii":[165],"curvature":[167],"elements,":[169],"achieves":[172],"standard":[174],"deviations":[175],"(STDs)":[176],"as":[177,179],"<inline-formula":[180],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[181],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[182],"<tex-math":[183],"notation=\"LaTeX\">$0.0041~\\mu":[184],"$":[185],"</tex-math></inline-formula>m.":[186]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
