{"id":"https://openalex.org/W3134993022","doi":"https://doi.org/10.3390/s21051664","title":"A Fringe Phase Extraction Method Based on Neural Network","display_name":"A Fringe Phase Extraction Method Based on Neural Network","publication_year":2021,"publication_date":"2021-02-28","ids":{"openalex":"https://openalex.org/W3134993022","doi":"https://doi.org/10.3390/s21051664","mag":"3134993022","pmid":"https://pubmed.ncbi.nlm.nih.gov/33670957"},"language":"en","primary_location":{"id":"doi:10.3390/s21051664","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21051664","pdf_url":"https://www.mdpi.com/1424-8220/21/5/1664/pdf?version=1614512324","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/5/1664/pdf?version=1614512324","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101578643","display_name":"Wenxin Hu","orcid":"https://orcid.org/0000-0001-8137-620X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxin Hu","raw_affiliation_strings":["Shenzhen Key Laboratory of Intelligent Optical Measurement and Detection, College of Physics and Optoelectronic Engineering, Shenzhen University, 3688 Nanhai Avenue, Shenzhen 518060, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Intelligent Optical Measurement and Detection, College of Physics and Optoelectronic Engineering, Shenzhen University, 3688 Nanhai Avenue, Shenzhen 518060, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018722767","display_name":"Hong Miao","orcid":"https://orcid.org/0000-0003-4590-6781"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Miao","raw_affiliation_strings":["CAS Key Laboratory of Mechanical Behavior and Design of Materials, Department of Modern Mechanics, University of Science and Technology of China, Hefei 230027, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Mechanical Behavior and Design of Materials, Department of Modern Mechanics, University of Science and Technology of China, Hefei 230027, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054470505","display_name":"Keyu Yan","orcid":"https://orcid.org/0000-0001-7766-5201"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keyu Yan","raw_affiliation_strings":["Shenzhen Key Laboratory of Intelligent Optical Measurement and Detection, College of Physics and Optoelectronic Engineering, Shenzhen University, 3688 Nanhai Avenue, Shenzhen 518060, China"],"raw_orcid":"https://orcid.org/0000-0001-7766-5201","affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Intelligent Optical Measurement and Detection, College of Physics and Optoelectronic Engineering, Shenzhen University, 3688 Nanhai Avenue, Shenzhen 518060, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025582376","display_name":"Yu Fu","orcid":"https://orcid.org/0000-0002-8022-9002"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Fu","raw_affiliation_strings":["Shenzhen Key Laboratory of Intelligent Optical Measurement and Detection, College of Physics and Optoelectronic Engineering, Shenzhen University, 3688 Nanhai Avenue, Shenzhen 518060, China"],"raw_orcid":"https://orcid.org/0000-0002-8022-9002","affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Intelligent Optical Measurement and Detection, College of Physics and Optoelectronic Engineering, Shenzhen University, 3688 Nanhai Avenue, Shenzhen 518060, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025582376"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.1638,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80092316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"21","issue":"5","first_page":"1664","last_page":"1664"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.9997000098228455,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7144821286201477},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6837497353553772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6481301784515381},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5782972574234009},{"id":"https://openalex.org/keywords/metrology","display_name":"Metrology","score":0.541170597076416},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.5003108978271484},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4709768295288086},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4495389461517334},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.41889631748199463},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14833500981330872}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7144821286201477},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6837497353553772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6481301784515381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5782972574234009},{"id":"https://openalex.org/C195766429","wikidata":"https://www.wikidata.org/wiki/Q394","display_name":"Metrology","level":2,"score":0.541170597076416},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.5003108978271484},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4709768295288086},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4495389461517334},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.41889631748199463},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14833500981330872},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s21051664","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21051664","pdf_url":"https://www.mdpi.com/1424-8220/21/5/1664/pdf?version=1614512324","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:33670957","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33670957","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:6478c0e92a074ad6acd649c9c2b7f193","is_oa":true,"landing_page_url":"https://doaj.org/article/6478c0e92a074ad6acd649c9c2b7f193","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 5, p 1664 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/5/1664/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21051664","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 5; Pages: 1664","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7957713","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7957713","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21051664","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21051664","pdf_url":"https://www.mdpi.com/1424-8220/21/5/1664/pdf?version=1614512324","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1992327755","display_name":null,"funder_award_id":"11732009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6971597376","display_name":null,"funder_award_id":"11972235","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8341119094","display_name":null,"funder_award_id":"11890683","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3134993022.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1964664689","https://openalex.org/W1987581202","https://openalex.org/W2007189673","https://openalex.org/W2010698397","https://openalex.org/W2015535859","https://openalex.org/W2035616613","https://openalex.org/W2039708501","https://openalex.org/W2055029510","https://openalex.org/W2057544797","https://openalex.org/W2066689128","https://openalex.org/W2069109270","https://openalex.org/W2076063813","https://openalex.org/W2080865614","https://openalex.org/W2102563970","https://openalex.org/W2137597078","https://openalex.org/W2148323328","https://openalex.org/W2328877128","https://openalex.org/W2376991905","https://openalex.org/W2387843234","https://openalex.org/W2428993818","https://openalex.org/W2554173462","https://openalex.org/W2612688942","https://openalex.org/W2617064674","https://openalex.org/W2624982490","https://openalex.org/W2748242610","https://openalex.org/W2787264593","https://openalex.org/W2885964371","https://openalex.org/W2888054313","https://openalex.org/W2919115771","https://openalex.org/W2945943327","https://openalex.org/W2948097639","https://openalex.org/W2960994981","https://openalex.org/W2997457044","https://openalex.org/W3101025873","https://openalex.org/W3106459670"],"related_works":["https://openalex.org/W1998546186","https://openalex.org/W2061967405","https://openalex.org/W2174860717","https://openalex.org/W2392646414","https://openalex.org/W2110528520","https://openalex.org/W2590542424","https://openalex.org/W2021243286","https://openalex.org/W2734799811","https://openalex.org/W2061437518","https://openalex.org/W2077021924"],"abstract_inverted_index":{"In":[0],"optical":[1],"metrology,":[2],"the":[3,8,29,44,50,57,60,68,76,90,93,101,104,115],"output":[4],"is":[5,73],"usually":[6],"in":[7],"form":[9],"of":[10,38,63,83,95],"a":[11,16,64,111,121],"fringe":[12,39,65,87],"pattern,":[13],"from":[14],"which":[15,72],"phase":[17,23,40,70],"map":[18],"can":[19,25],"be":[20,26],"generated":[21],"and":[22,67,85,92,110,119],"information":[24],"converted":[27],"into":[28],"desired":[30],"parameters.":[31],"This":[32,47],"paper":[33],"proposes":[34],"an":[35],"end-to-end":[36],"method":[37,48,106,118],"extraction":[41],"based":[42],"on":[43],"neural":[45,52],"network.":[46],"uses":[49],"U-net":[51],"network":[53],"to":[54],"directly":[55],"learn":[56],"correspondence":[58],"between":[59],"gray":[61],"level":[62],"pattern":[66],"wrapped":[69],"map,":[71],"simpler":[74,112],"than":[75,114,124],"exist":[77],"deep":[78],"learning":[79],"methods.":[80],"The":[81],"results":[82],"simulation":[84],"experimental":[86],"patterns":[88],"verify":[89],"accuracy":[91],"robustness":[94],"this":[96],"method.":[97,127],"While":[98],"it":[99],"yields":[100],"same":[102],"accuracy,":[103],"proposed":[105],"features":[107],"easier":[108],"operation":[109],"principle":[113],"traditional":[116],"phase-shifting":[117],"has":[120],"faster":[122],"speed":[123],"wavelet":[125],"transform":[126]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
