{"id":"https://openalex.org/W4313144799","doi":"https://doi.org/10.1109/tim.2022.3222503","title":"A Dual Transformer Super-Resolution Network for Improving the Definition of Vibration Image","display_name":"A Dual Transformer Super-Resolution Network for Improving the Definition of Vibration Image","publication_year":2022,"publication_date":"2022-11-16","ids":{"openalex":"https://openalex.org/W4313144799","doi":"https://doi.org/10.1109/tim.2022.3222503"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2022.3222503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2022.3222503","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/A5089532612","display_name":"Yang Zhu","orcid":"https://orcid.org/0000-0001-5493-3250"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Zhu","raw_affiliation_strings":["Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0001-5493-3250","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063341389","display_name":"Sen Wang","orcid":"https://orcid.org/0000-0003-1259-8030"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sen Wang","raw_affiliation_strings":["Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-1259-8030","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087839978","display_name":"Yinhui Zhang","orcid":"https://orcid.org/0000-0002-3997-6030"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinhui Zhang","raw_affiliation_strings":["Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-3997-6030","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005130094","display_name":"Zifen HE","orcid":"https://orcid.org/0000-0002-0860-6520"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zifen He","raw_affiliation_strings":["Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-0860-6520","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081489546","display_name":"Sen Wang","orcid":"https://orcid.org/0000-0002-8132-5899"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingjian Wang","raw_affiliation_strings":["Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-8132-5899","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":null,"apc_paid":null,"fwci":1.1746,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.79855951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9922000169754028,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9922000169754028,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9660000205039978,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9541000127792358,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.6714236736297607},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6683173179626465},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5577403903007507},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5503291487693787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5418724417686462},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.45516738295555115},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.44734713435173035},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.43283161520957947},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3245173692703247},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.243636816740036},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.2147478461265564},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2057337760925293},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.13991877436637878}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714236736297607},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6683173179626465},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5577403903007507},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5503291487693787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5418724417686462},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.45516738295555115},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.44734713435173035},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.43283161520957947},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3245173692703247},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.243636816740036},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2147478461265564},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2057337760925293},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.13991877436637878},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2022.3222503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2022.3222503","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":[],"awards":[{"id":"https://openalex.org/G2077229955","display_name":null,"funder_award_id":"62171206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6448755057","display_name":"\u673a\u68b0\u632f\u52a8\u56fe\u50cf\u8d85\u5206\u8fa8\u7387\u76ee\u6807\u8bc6\u522b\u4e0e\u591a\u70b9\u52a8\u6001\u4f4d\u79fb\u76f8\u5173\u6027\u6d4b\u91cf\u7814\u7a76","funder_award_id":"52065035","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7328261860","display_name":null,"funder_award_id":"62061022","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":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W603908379","https://openalex.org/W1522301498","https://openalex.org/W1591801644","https://openalex.org/W2133665775","https://openalex.org/W2194775991","https://openalex.org/W2263468737","https://openalex.org/W2430196102","https://openalex.org/W2476548250","https://openalex.org/W2741137940","https://openalex.org/W2866634454","https://openalex.org/W2885398382","https://openalex.org/W2891158090","https://openalex.org/W2896867123","https://openalex.org/W2935917836","https://openalex.org/W2954506705","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W2988916019","https://openalex.org/W3033210410","https://openalex.org/W3034595214","https://openalex.org/W3035022492","https://openalex.org/W3035280441","https://openalex.org/W3096609285","https://openalex.org/W3117398979","https://openalex.org/W3118883070","https://openalex.org/W3125509312","https://openalex.org/W3138516171","https://openalex.org/W3146366485","https://openalex.org/W3160284783","https://openalex.org/W3167456680","https://openalex.org/W3170697543","https://openalex.org/W3170841864","https://openalex.org/W3174482241","https://openalex.org/W3175448204","https://openalex.org/W3188404242","https://openalex.org/W3204015492","https://openalex.org/W3207918547","https://openalex.org/W3211490618","https://openalex.org/W3216444925","https://openalex.org/W4214893857","https://openalex.org/W4224992193","https://openalex.org/W4287020683","https://openalex.org/W4293052811","https://openalex.org/W6618372016","https://openalex.org/W6631190155","https://openalex.org/W6635446068","https://openalex.org/W6717870063","https://openalex.org/W6739901393","https://openalex.org/W6779248606","https://openalex.org/W6788135285","https://openalex.org/W6795435739","https://openalex.org/W6797399245","https://openalex.org/W6840201148"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W4205302943","https://openalex.org/W2561132942","https://openalex.org/W2142795561","https://openalex.org/W3155418658","https://openalex.org/W4243199227","https://openalex.org/W2379948177","https://openalex.org/W2107949441"],"abstract_inverted_index":{"Visual":[0],"measurement":[1,47,118],"methods":[2],"are":[3],"gaining":[4],"more":[5,7,148],"and":[6,24,41,127,152,156,174,205],"attention":[8,169],"in":[9,58,162,171,180],"the":[10,19,28,50,53,77,80,90,95,110,144,150,159,172,177,184,200,203,212,242],"field":[11],"of":[12,21,52,79,94,112,183,202,244],"structural":[13,64,82,114,123,191,229,247],"body":[14,65,83,115,124,192,230,248],"health":[15],"monitoring":[16],"due":[17],"to":[18,45,75,87,120,187],"advantages":[20],"long-range,":[22],"noncontact,":[23],"multipoint":[25],"monitoring.":[26],"However,":[27],"imaging":[29],"system":[30],"is":[31,217],"usually":[32],"affected":[33],"by":[34],"many":[35],"factors,":[36],"such":[37],"as":[38,209,211],"distortion,":[39],"blurring,":[40],"noise,":[42],"which":[43,235],"lead":[44],"displacement":[46,85,92,117,250],"errors":[48],"after":[49],"degradation":[51],"acquired":[54],"image":[55,66,86,125,154,193,224,232],"quality.":[56],"Therefore,":[57,165],"this":[59,132],"article,":[60],"we":[61,98,134,166],"propose":[62],"a":[63,71,100,189,238],"super-resolution":[67,194],"network":[68,173,221],"based":[69,104,142],"on":[70,105,143,149],"dual":[72,101],"transformer":[73,102],"architecture":[74,108,146,186],"improve":[76],"clarity":[78],"collected":[81],"vibration":[84,91,116,231,249],"better":[88,121,190],"capture":[89],"information":[93,155,161,179],"target.":[96],"Meanwhile,":[97],"design":[99],"block":[103],"an":[106,168],"encoder\u2013decoder":[107,145,185],"for":[109,241],"characteristics":[111],"vision-based":[113,246],"tasks":[119],"extract":[122],"details":[126],"edge":[128],"feature":[129,160,178],"information.":[130],"In":[131,139],"module,":[133],"introduce":[135,167],"two":[136],"different":[137,163,181,228],"transformers.":[138],"addition,":[140],"modules":[141],"focus":[147],"input":[151],"output":[153],"often":[157],"ignore":[158],"layers.":[164],"mechanism":[170],"interact":[175],"with":[176,199],"layers":[182],"obtain":[188],"effect.":[195],"After":[196],"comparison":[197],"tests":[198],"rest":[201],"latest":[204],"most":[206],"classical":[207],"networks":[208],"well":[210],"current":[213],"optimal":[214],"networks,":[215],"it":[216],"shown":[218],"that":[219],"our":[220],"obtains":[222],"excellent":[223],"reconstruction":[225],"results":[226],"under":[227],"datasets":[233],"(SETs),":[234],"also":[236],"provides":[237],"strong":[239],"guarantee":[240],"task":[243],"accurate":[245],"measurement.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
