{"id":"https://openalex.org/W2806800056","doi":"https://doi.org/10.1109/isbi.2018.8363778","title":"Restoration of ultrasonic images using non-linear system identification and deconvolution","display_name":"Restoration of ultrasonic images using non-linear system identification and deconvolution","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2806800056","doi":"https://doi.org/10.1109/isbi.2018.8363778","mag":"2806800056"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2018.8363778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2018.8363778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)","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/A5000166670","display_name":"Mohamad Hourani","orcid":"https://orcid.org/0000-0002-8951-6286"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamad Hourani","raw_affiliation_strings":["University of Toulouse, Universit\u00e9 Paul Sabatier, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toulouse, Universit\u00e9 Paul Sabatier, Toulouse, France","institution_ids":["https://openalex.org/I134560555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039493086","display_name":"Adrian Basarab","orcid":"https://orcid.org/0000-0002-5642-7244"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Adrian Basarab","raw_affiliation_strings":["University of Toulouse, Universit\u00e9 Paul Sabatier, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toulouse, Universit\u00e9 Paul Sabatier, Toulouse, France","institution_ids":["https://openalex.org/I134560555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036242071","display_name":"Denis Kouam\u00e9","orcid":"https://orcid.org/0000-0002-2143-759X"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Denis Kouame","raw_affiliation_strings":["University of Toulouse, Universit\u00e9 Paul Sabatier, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toulouse, Universit\u00e9 Paul Sabatier, Toulouse, France","institution_ids":["https://openalex.org/I134560555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063563565","display_name":"Jean\u2010Marc Girault","orcid":"https://orcid.org/0000-0002-2356-885X"},"institutions":[{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Marc Girault","raw_affiliation_strings":["Department of Medical Biophysics and Imaging, Fran\u00e7ois-Rabelais University of Tours, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics and Imaging, Fran\u00e7ois-Rabelais University of Tours, France","institution_ids":["https://openalex.org/I110017253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018816346","display_name":"Jean\u2010Yves Tourneret","orcid":"https://orcid.org/0000-0001-5219-3455"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4387153255","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'\u00c9lectrotechnique, d'\u00c9lectronique, d'Informatique, d'Hydraulique et des T\u00e9l\u00e9communications","ror":"https://ror.org/05wfw4946","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4387153255"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Yves Tourneret","raw_affiliation_strings":["University of Toulouse, IRIT/INP-ENSEEIHT, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toulouse, IRIT/INP-ENSEEIHT, France","institution_ids":["https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I205747304","https://openalex.org/I134560555","https://openalex.org/I4210119061","https://openalex.org/I3131550300","https://openalex.org/I4210160189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6245,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65244931,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1166","last_page":"1169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.8402529954910278},{"id":"https://openalex.org/keywords/blind-deconvolution","display_name":"Blind deconvolution","score":0.7213513851165771},{"id":"https://openalex.org/keywords/impulse-response","display_name":"Impulse response","score":0.6250171065330505},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5400013327598572},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.5221614837646484},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4838182330131531},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.47500741481781006},{"id":"https://openalex.org/keywords/linear-system","display_name":"Linear system","score":0.4220947027206421},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4090471863746643},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34183692932128906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2780534327030182},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.25443440675735474},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2106088101863861}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.8402529954910278},{"id":"https://openalex.org/C30044814","wikidata":"https://www.wikidata.org/wiki/Q11334452","display_name":"Blind deconvolution","level":3,"score":0.7213513851165771},{"id":"https://openalex.org/C72279823","wikidata":"https://www.wikidata.org/wiki/Q1139726","display_name":"Impulse response","level":2,"score":0.6250171065330505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5400013327598572},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5221614837646484},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4838182330131531},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.47500741481781006},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.4220947027206421},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4090471863746643},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34183692932128906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2780534327030182},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.25443440675735474},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2106088101863861},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi.2018.8363778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2018.8363778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03635405v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03635405","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ieeexplore.ieee.org/document/8363778","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W576506256","https://openalex.org/W809425289","https://openalex.org/W1485794396","https://openalex.org/W1490488263","https://openalex.org/W1561075814","https://openalex.org/W1569827162","https://openalex.org/W1991777572","https://openalex.org/W2026759465","https://openalex.org/W2031124002","https://openalex.org/W2045079045","https://openalex.org/W2107562724","https://openalex.org/W2111273705","https://openalex.org/W2114409314","https://openalex.org/W2132072110","https://openalex.org/W2133665775","https://openalex.org/W2143116196","https://openalex.org/W2153733791","https://openalex.org/W2164278908","https://openalex.org/W2169132460","https://openalex.org/W2379948024","https://openalex.org/W2484009170","https://openalex.org/W2527092677","https://openalex.org/W2963586843","https://openalex.org/W3104237062","https://openalex.org/W4292363360","https://openalex.org/W6633823725"],"related_works":["https://openalex.org/W2034520358","https://openalex.org/W2028099218","https://openalex.org/W2059639161","https://openalex.org/W1538056422","https://openalex.org/W2029084792","https://openalex.org/W2058895457","https://openalex.org/W2586325539","https://openalex.org/W2115857766","https://openalex.org/W2085560699","https://openalex.org/W2026824768"],"abstract_inverted_index":{"This":[0,52],"paper":[1],"studies":[2],"a":[3,11,43],"new":[4],"ultrasound":[5,102],"image":[6,19],"restoration":[7],"method":[8],"based":[9],"on":[10,100],"non-linear":[12,18,66],"forward":[13],"model.":[14],"A":[15],"Hammerstein":[16],"polynomial-based":[17],"formation":[20],"model":[21,67],"is":[22,40,55,83],"considered":[23,84],"to":[24,85,96,107],"identify":[25],"the":[26,34,63,77,87,92,109],"system":[27],"impulse":[28],"response":[29],"in":[30],"baseband":[31],"and":[32,65],"around":[33],"second":[35],"harmonic.":[36],"The":[37],"identification":[38],"process":[39],"followed":[41],"by":[42,70],"joint":[44],"deconvolution":[45],"technique":[46],"minimizing":[47],"an":[48,71],"appropriate":[49],"cost":[50,53,89],"function.":[51],"function":[54,95],"constructed":[56],"from":[57],"two":[58],"data":[59],"fidelity":[60],"terms":[61],"exploiting":[62],"linear":[64],"components,":[68],"penalized":[69,88],"additive-norm":[72],"regularization":[73],"enforcing":[74],"sparsity":[75],"of":[76],"solution.":[78],"An":[79],"alternating":[80],"optimization":[81],"approach":[82],"minimize":[86],"function,":[90],"allowing":[91],"tissue":[93],"reflectivity":[94],"be":[97],"estimated.":[98],"Results":[99],"synthetic":[101],"images":[103],"are":[104],"finally":[105],"presented":[106],"evaluate":[108],"algorithm":[110],"performance.":[111]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
