{"id":"https://openalex.org/W4406264435","doi":"https://doi.org/10.1109/euvip61797.2024.10772933","title":"Optimization of Ultrasound Image Despeckling Using Speckle Size Estimation","display_name":"Optimization of Ultrasound Image Despeckling Using Speckle Size Estimation","publication_year":2024,"publication_date":"2024-09-08","ids":{"openalex":"https://openalex.org/W4406264435","doi":"https://doi.org/10.1109/euvip61797.2024.10772933"},"language":"en","primary_location":{"id":"doi:10.1109/euvip61797.2024.10772933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/euvip61797.2024.10772933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 12th European Workshop on Visual Information Processing (EUVIP)","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/A5111272124","display_name":"Martina Cocco","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Martina Cocco","raw_affiliation_strings":["Universita di Pisa,Dipartimento di Ingegneria dell'lnformazione,Pisa,Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universita di Pisa,Dipartimento di Ingegneria dell'lnformazione,Pisa,Italia","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Santa Sozzi","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Santa Sozzi","raw_affiliation_strings":["Universita di Pisa,Dipartimento di Ingegneria dell'lnformazione,Pisa,Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universita di Pisa,Dipartimento di Ingegneria dell'lnformazione,Pisa,Italia","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004209529","display_name":"Miriam Basile","orcid":"https://orcid.org/0009-0004-5621-9834"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Miriam Basile","raw_affiliation_strings":["Universita di Pisa,Dipartimento di Ingegneria dell'lnformazione,Pisa,Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universita di Pisa,Dipartimento di Ingegneria dell'lnformazione,Pisa,Italia","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020565251","display_name":"Fabio Gibiino","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130470","display_name":"Esaote (Italy)","ror":"https://ror.org/02vmgn461","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210130470"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Gibiino","raw_affiliation_strings":["Esaote S.p.A.,Genova,Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Esaote S.p.A.,Genova,Italia","institution_ids":["https://openalex.org/I4210130470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043110801","display_name":"Jacopo Cavazza","orcid":"https://orcid.org/0000-0002-4912-6961"},"institutions":[{"id":"https://openalex.org/I4210130470","display_name":"Esaote (Italy)","ror":"https://ror.org/02vmgn461","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210130470"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Jacopo Cavazza","raw_affiliation_strings":["Esaote S.p.A.,Genova,Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Esaote S.p.A.,Genova,Italia","institution_ids":["https://openalex.org/I4210130470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002861507","display_name":"Paolo Semplici","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130470","display_name":"Esaote (Italy)","ror":"https://ror.org/02vmgn461","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210130470"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Semplici","raw_affiliation_strings":["Esaote S.p.A.,Genova,Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Esaote S.p.A.,Genova,Italia","institution_ids":["https://openalex.org/I4210130470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007774813","display_name":"Alessio Bechini","orcid":"https://orcid.org/0000-0002-5951-1265"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Bechini","raw_affiliation_strings":["Universita di Pisa,Dipartimento di Ingegneria dell'lnformazione,Pisa,Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universita di Pisa,Dipartimento di Ingegneria dell'lnformazione,Pisa,Italia","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066412301","display_name":"Nicola Vanello","orcid":"https://orcid.org/0000-0002-2312-6699"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Vanello","raw_affiliation_strings":["Universita di Pisa,Dipartimento di Ingegneria dell'lnformazione,Pisa,Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universita di Pisa,Dipartimento di Ingegneria dell'lnformazione,Pisa,Italia","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23425168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9643999934196472,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9643999934196472,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9276999831199646,"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/speckle-pattern","display_name":"Speckle pattern","score":0.8616863489151001},{"id":"https://openalex.org/keywords/speckle-noise","display_name":"Speckle noise","score":0.6641721725463867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6103008389472961},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5682408213615417},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5677379369735718},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.46063244342803955},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43808266520500183},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.4369765520095825},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.14018303155899048},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08854752779006958},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0737197995185852}],"concepts":[{"id":"https://openalex.org/C102290492","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle pattern","level":2,"score":0.8616863489151001},{"id":"https://openalex.org/C180940675","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle noise","level":3,"score":0.6641721725463867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6103008389472961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5682408213615417},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5677379369735718},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.46063244342803955},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43808266520500183},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.4369765520095825},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.14018303155899048},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08854752779006958},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0737197995185852},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/euvip61797.2024.10772933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/euvip61797.2024.10772933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 12th European Workshop on Visual Information Processing (EUVIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2065648684","https://openalex.org/W2113052720","https://openalex.org/W2799624451","https://openalex.org/W2009383287","https://openalex.org/W2042914788","https://openalex.org/W2182190754","https://openalex.org/W4321264664","https://openalex.org/W2055824452","https://openalex.org/W2121688719","https://openalex.org/W2016481886"],"abstract_inverted_index":{"The":[0],"presence":[1],"of":[2,10,39,51,58,77,85,92,118,125,173,181,188,207],"speckle":[3,59,94,106,119,174,190],"noise":[4,33,60],"poses":[5],"challenges":[6],"in":[7,17,177,192],"the":[8,22,26,36,40,48,52,56,75,78,83,89,93,109,123,126,167,170,179,186,189],"interpretation":[9],"diagnostic":[11,62],"medical":[12,63],"ultrasound":[13,64],"(US)":[14],"images,":[15,194],"particularly":[16],"detecting":[18],"low-contrast":[19],"structures.":[20],"Among":[21],"traditional":[23],"despeckling":[24],"approaches,":[25],"Lee":[27,53,79],"filter":[28,54,80,111,146],"aims":[29],"at":[30,148],"removing":[31],"this":[32,98,162,199],"while":[34],"preserving":[35],"useful":[37],"edges":[38],"image.":[41],"We":[42,114],"propose":[43,196],"a":[44,102,116,155],"method":[45],"to":[46,73,88,144,160,197,201],"optimize":[47],"design":[49,180],"process":[50],"for":[55,169],"removal":[57],"from":[61],"images.":[65],"Our":[66],"hypothesis":[67],"is":[68,71],"that":[69],"it":[70],"possible":[72,103,171],"improve":[74],"performance":[76],"by":[81],"adapting":[82],"size":[84,91,107,175,191],"its":[86],"window":[87,112,150],"characteristic":[90,200],"noise.":[95],"To":[96],"test":[97],"possibility,":[99],"we":[100,153,195],"explored":[101],"relationship":[104],"between":[105],"and":[108,138],"optimal":[110],"size.":[113],"evaluated":[115],"measure":[117,206],"dimension":[120],"based":[121],"on":[122],"estimation":[124],"image":[127,132,208],"auto-covariance":[128],"function.":[129],"Then":[130],"two":[131],"quality":[133],"indexes":[134],"(Peak":[135],"Signal-to-Noise":[136],"Ratio":[137],"Structural":[139],"Similarity":[140],"Index)":[141],"were":[142],"used":[143],"assess":[145],"efficiency":[147],"different":[149],"sizes.":[151],"Lastly,":[152],"implemented":[154],"multinomial":[156],"logistic":[157],"regression":[158],"model":[159],"generalize":[161],"association.":[163],"This":[164],"work":[165],"sets":[166],"stage":[168],"application":[172],"assessment":[176],"optimizing":[178],"spatial":[182],"filters.":[183],"Furthermore,":[184],"through":[185],"analysis":[187],"filtered":[193],"exploit":[198],"help":[202],"define":[203],"an":[204],"unsupervised":[205],"Quality.":[209]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}