{"id":"https://openalex.org/W4381198930","doi":"https://doi.org/10.1109/tim.2023.3287262","title":"Multiframe Super-Resolution With Dual Pyramid Multiattention Network for Droplet Measurement","display_name":"Multiframe Super-Resolution With Dual Pyramid Multiattention Network for Droplet Measurement","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4381198930","doi":"https://doi.org/10.1109/tim.2023.3287262"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3287262","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tim.2023.3287262","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/A5001221654","display_name":"Qiangqiang Liu","orcid":"https://orcid.org/0000-0003-3800-9492"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiangqiang Liu","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-3800-9492","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004324946","display_name":"Hua Yang","orcid":"https://orcid.org/0000-0002-5430-5630"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Yang","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-5430-5630","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101991618","display_name":"Jiankui Chen","orcid":"https://orcid.org/0000-0001-7104-9803"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiankui Chen","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-7104-9803","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053892414","display_name":"Zhouping Yin","orcid":"https://orcid.org/0000-0001-5766-2337"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhouping Yin","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5766-2337","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001221654"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.5887,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68082274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9994999766349792,"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":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.733340859413147},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.7290526628494263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7080483436584473},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6905101537704468},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.602236807346344},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5956048965454102},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.547194242477417},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4732516407966614},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.47033461928367615},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4527393579483032},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.42639458179473877},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.42256420850753784},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1274118721485138},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.12130996584892273}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.733340859413147},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.7290526628494263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7080483436584473},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6905101537704468},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.602236807346344},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5956048965454102},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.547194242477417},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4732516407966614},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.47033461928367615},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4527393579483032},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.42639458179473877},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.42256420850753784},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1274118721485138},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.12130996584892273},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2023.3287262","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tim.2023.3287262","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/11","display_name":"Sustainable cities and communities","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G3596376429","display_name":null,"funder_award_id":"2018YFA0703203","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6348327484","display_name":null,"funder_award_id":"U22A20208","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7556903864","display_name":null,"funder_award_id":"51975236","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W2010981316","https://openalex.org/W2034419752","https://openalex.org/W2157331557","https://openalex.org/W2165222134","https://openalex.org/W2548527721","https://openalex.org/W2557227117","https://openalex.org/W2601564443","https://openalex.org/W2747898905","https://openalex.org/W2769654144","https://openalex.org/W2780544323","https://openalex.org/W2798664922","https://openalex.org/W2810157029","https://openalex.org/W2887695188","https://openalex.org/W2895598217","https://openalex.org/W2903642350","https://openalex.org/W2903823220","https://openalex.org/W2923834406","https://openalex.org/W2953823547","https://openalex.org/W2963182372","https://openalex.org/W2963372104","https://openalex.org/W2964040059","https://openalex.org/W2965669158","https://openalex.org/W2966926453","https://openalex.org/W2986833982","https://openalex.org/W3000775737","https://openalex.org/W3001201412","https://openalex.org/W3006138597","https://openalex.org/W3013529009","https://openalex.org/W3034475761","https://openalex.org/W3034752215","https://openalex.org/W3035047434","https://openalex.org/W3035502324","https://openalex.org/W3044723170","https://openalex.org/W3080303915","https://openalex.org/W3085056143","https://openalex.org/W3093800832","https://openalex.org/W3094348593","https://openalex.org/W3102015846","https://openalex.org/W3107184287","https://openalex.org/W3110678383","https://openalex.org/W3120182249","https://openalex.org/W3124561108","https://openalex.org/W3128176988","https://openalex.org/W3133531783","https://openalex.org/W3138516171","https://openalex.org/W3157035436","https://openalex.org/W3169612303","https://openalex.org/W3176148916","https://openalex.org/W3198884575","https://openalex.org/W3201474750","https://openalex.org/W3207918547","https://openalex.org/W3211770185","https://openalex.org/W3217421447","https://openalex.org/W4205276794","https://openalex.org/W4205462621","https://openalex.org/W4210944420","https://openalex.org/W4213436958","https://openalex.org/W4214679693","https://openalex.org/W4226089453","https://openalex.org/W4312058481","https://openalex.org/W4312844218","https://openalex.org/W4319300717","https://openalex.org/W6631190155","https://openalex.org/W6726497184","https://openalex.org/W6731370813","https://openalex.org/W6752582868","https://openalex.org/W6796568838","https://openalex.org/W6801572345","https://openalex.org/W6810977221"],"related_works":["https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W2127970246","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W4382618745","https://openalex.org/W1973775000","https://openalex.org/W2748922771","https://openalex.org/W1987128138","https://openalex.org/W3013299381"],"abstract_inverted_index":{"Accurate":[0],"visual":[1],"measurement":[2,33,172],"of":[3],"micrometer-scale":[4],"flying":[5],"droplets":[6],"in":[7,43],"inkjet":[8],"printing":[9],"remains":[10],"a":[11,72,79,107,126],"challenge":[12],"due":[13],"to":[14,29,88,97,115,121,141,165,176],"low":[15],"image":[16,21,167],"resolution":[17],"caused":[18],"by":[19],"severe":[20],"conditions.":[22],"Multiframe":[23],"super-resolution":[24],"(MFSR)":[25],"has":[26],"the":[27,32,103,118,134,159,171],"potential":[28],"break":[30],"through":[31],"bottleneck.":[34],"However,":[35],"most":[36],"existing":[37],"MFSR":[38],"methods":[39],"are":[40],"not":[41],"satisfactory":[42],"multiframe":[44,63],"information":[45,64],"utilization,":[46],"especially":[47],"for":[48,146],"fast-motion":[49],"scenes,":[50],"and":[51,66,101,169],"they":[52],"often":[53],"suffer":[54],"from":[55,174],"detail":[56,147],"loss.":[57],"In":[58],"this":[59],"study,":[60],"focusing":[61],"on":[62,133,151],"utilization":[65],"deep":[67,144],"feature":[68],"extraction,":[69],"we":[70],"propose":[71],"dual":[73,80],"pyramid":[74,81],"multiattention":[75],"network":[76],"(DPMAN).":[77],"First,":[78],"deformable":[82,99],"alignment":[83,100],"(DPDA)":[84],"module":[85,112,131],"is":[86,113,139,163],"proposed":[87,140],"deal":[89],"with":[90],"diverse":[91],"motion,":[92],"which":[93],"extracts":[94],"explicit":[95],"offsets":[96],"enhance":[98],"perform":[102],"coarse-to-fine":[104],"alignment.":[105],"Then,":[106],"gated":[108],"attention":[109],"fusion":[110],"(GAF)":[111],"devised":[114],"adaptively":[116],"aggregate":[117],"aligned":[119],"features":[120,145],"emphasize":[122],"favorable":[123],"features.":[124],"Finally,":[125],"residual":[127],"self-attention":[128,137],"reconstruction":[129,168],"(RSAR)":[130],"based":[132],"multistage":[135],"aggregation":[136],"architecture":[138],"extract":[142],"finer":[143],"restoration.":[148],"Experimental":[149],"results":[150],"three":[152],"benchmark":[153],"datasets":[154],"demonstrate":[155],"that":[156],"DPMAN":[157,162],"achieves":[158],"state-of-the-art":[160],"performance.":[161],"applied":[164],"droplet":[166],"improves":[170],"accuracy":[173],"3.34%":[175],"2.52%.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
