{"id":"https://openalex.org/W3204704812","doi":"https://doi.org/10.1109/ispa52656.2021.9552069","title":"Synthetic 3D Ultrasonic Scan Generation Using Optical Flow and Generative Adversarial Networks","display_name":"Synthetic 3D Ultrasonic Scan Generation Using Optical Flow and Generative Adversarial Networks","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W3204704812","doi":"https://doi.org/10.1109/ispa52656.2021.9552069","mag":"3204704812"},"language":"en","primary_location":{"id":"doi:10.1109/ispa52656.2021.9552069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa52656.2021.9552069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Symposium on Image and Signal Processing and Analysis (ISPA)","raw_type":"proceedings-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/A5025023437","display_name":"Luka Posilovi\u0107","orcid":"https://orcid.org/0000-0003-2639-0812"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Luka Posilovic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022360941","display_name":"Duje Medak","orcid":"https://orcid.org/0000-0001-6261-206X"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Duje Medak","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080016463","display_name":"Marko Suba\u0161i\u0107","orcid":"https://orcid.org/0000-0002-4321-4557"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Marko Subasic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078745592","display_name":"Tomislav Petkovi\u0107","orcid":"https://orcid.org/0000-0002-3054-002X"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Tomislav Petkovic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041529931","display_name":"Marko Budimir","orcid":"https://orcid.org/0000-0001-6508-1305"},"institutions":[{"id":"https://openalex.org/I4210167128","display_name":"Inetec (Croatia)","ror":"https://ror.org/05yq3xa52","country_code":"HR","type":"company","lineage":["https://openalex.org/I4210167128"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Marko Budimir","raw_affiliation_strings":["INETEC Institute for Nuclear Technology, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"INETEC Institute for Nuclear Technology, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210167128"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047540566","display_name":"Sven Lon\u010dari\u0107","orcid":"https://orcid.org/0000-0002-4857-5351"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Sven Loncaric","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5025023437"],"corresponding_institution_ids":["https://openalex.org/I181343428"],"apc_list":null,"apc_paid":null,"fwci":0.374,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65003021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9976999759674072,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9958000183105469,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.994700014591217,"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/ultrasonic-sensor","display_name":"Ultrasonic sensor","score":0.8058854937553406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5702757239341736},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.5254632234573364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44657933712005615},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.43516042828559875},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.2804645001888275},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2528552711009979}],"concepts":[{"id":"https://openalex.org/C81288441","wikidata":"https://www.wikidata.org/wiki/Q20736125","display_name":"Ultrasonic sensor","level":2,"score":0.8058854937553406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5702757239341736},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.5254632234573364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44657933712005615},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.43516042828559875},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.2804645001888275},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2528552711009979},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispa52656.2021.9552069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa52656.2021.9552069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Symposium on Image and Signal Processing and Analysis (ISPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G7256076682","display_name":null,"funder_award_id":"KK.01.2.1.01.0151","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W206024154","https://openalex.org/W1578985305","https://openalex.org/W1755205674","https://openalex.org/W2002010034","https://openalex.org/W2032433722","https://openalex.org/W2096621047","https://openalex.org/W2118877769","https://openalex.org/W2169303706","https://openalex.org/W2218681948","https://openalex.org/W2295628903","https://openalex.org/W2750704532","https://openalex.org/W2796347433","https://openalex.org/W2806118840","https://openalex.org/W2887098616","https://openalex.org/W2895067176","https://openalex.org/W2912083425","https://openalex.org/W2962793481","https://openalex.org/W2962974533","https://openalex.org/W2963073614","https://openalex.org/W2963636603","https://openalex.org/W2979808915","https://openalex.org/W2999905431","https://openalex.org/W3017672812","https://openalex.org/W3033600500","https://openalex.org/W3109908659","https://openalex.org/W3118577511","https://openalex.org/W4293584584","https://openalex.org/W6602659920","https://openalex.org/W6677548441","https://openalex.org/W6688647373","https://openalex.org/W6743261063","https://openalex.org/W6752536971"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4382644535","https://openalex.org/W2522768275","https://openalex.org/W2380075625","https://openalex.org/W2352938035","https://openalex.org/W2390279801","https://openalex.org/W2351672553","https://openalex.org/W2373392303","https://openalex.org/W2765894405"],"abstract_inverted_index":{"Non-destructive":[0],"ultrasonic":[1,39,63,147],"analysis":[2,65],"of":[3,12,24,104,124],"materials":[4],"is":[5,17,82],"a":[6],"method":[7],"for":[8,57,80],"assessing":[9],"the":[10,13,25,34,122,125,130],"integrity":[11],"inspected":[14],"components.":[15],"It":[16],"commonly":[18],"used":[19],"in":[20,28,87],"monitoring":[21],"critical":[22],"parts":[23],"power":[26,126],"plants,":[27],"aeronautics,":[29],"oil":[30],"and":[31,33,70,100,110,133,152],"gas,":[32],"automotive":[35],"industry.":[36],"Since":[37],"most":[38],"inspections":[40],"rely":[41],"on":[42,50,61],"expert's":[43],"previous":[44],"experience":[45],"they":[46],"must":[47],"constantly":[48],"practice":[49],"new,":[51],"unseen":[52],"data.":[53],"Acquiring":[54],"enough":[55],"data":[56,79],"training":[58],"human":[59],"experts":[60],"non-destructive":[62],"scan":[64],"can":[66],"be":[67,119,134],"an":[68],"expensive":[69,111],"time-consuming":[71],"task.":[72],"The":[73],"only":[74],"possibility":[75],"to":[76,83,112,118,128,144],"get":[77],"new":[78],"practicing":[81],"implant":[84],"synthetic":[85],"defects":[86,92],"real":[88],"metal":[89,115],"blocks.":[90],"Artificial":[91],"are":[93,107],"made":[94,143],"by":[95],"temperature":[96],"strain,":[97],"electrical":[98],"discharge,":[99],"physical":[101],"damage.":[102],"All":[103],"those":[105],"methods":[106],"very":[108],"complicated":[109],"perform.":[113],"Also":[114],"blocks":[116],"have":[117,129,141],"taken":[120],"from":[121],"components":[123],"plants":[127],"same":[131],"structure":[132],"realistic.":[135],"In":[136],"this":[137],"work,":[138],"some":[139],"attempts":[140],"been":[142],"generate":[145],"3D":[146],"scans":[148],"using":[149],"computer":[150],"vision":[151],"deep":[153],"learning":[154],"methods.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
