{"id":"https://openalex.org/W4391585349","doi":"https://doi.org/10.1109/ssd58187.2023.10411289","title":"Improved Particle Swarm Optimization Algorithm for EIT Image Reconstruction","display_name":"Improved Particle Swarm Optimization Algorithm for EIT Image Reconstruction","publication_year":2023,"publication_date":"2023-02-20","ids":{"openalex":"https://openalex.org/W4391585349","doi":"https://doi.org/10.1109/ssd58187.2023.10411289"},"language":"en","primary_location":{"id":"doi:10.1109/ssd58187.2023.10411289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd58187.2023.10411289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 20th International Multi-Conference on Systems, Signals &amp; Devices (SSD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5082253816","display_name":"Oumayma Kahouli","orcid":null},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Oumayma Kahouli","raw_affiliation_strings":["University of Sousse,National Engineering School of Sousse,Department of Computer Science,Sousse,Tunisia,4023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sousse,National Engineering School of Sousse,Department of Computer Science,Sousse,Tunisia,4023","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010854493","display_name":"Mariem Hafsa","orcid":"https://orcid.org/0000-0002-1908-0157"},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mariem Hafsa","raw_affiliation_strings":["National Engineering School of Sousse,Laboratory of Advanced Technology and Intelligent Systems","Laboratory of Advanced Technology and Intelligent Systems, National Engineering School of Sousse"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering School of Sousse,Laboratory of Advanced Technology and Intelligent Systems","institution_ids":["https://openalex.org/I8636806"]},{"raw_affiliation_string":"Laboratory of Advanced Technology and Intelligent Systems, National Engineering School of Sousse","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060782051","display_name":"Hiba Hellara","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]},{"id":"https://openalex.org/I4210119561","display_name":"Digital Research Centre of Sfax","ror":"https://ror.org/02s48dm85","country_code":"TN","type":"facility","lineage":["https://openalex.org/I4210119561"]}],"countries":["DE","TN"],"is_corresponding":false,"raw_author_name":"Hiba Hellara","raw_affiliation_strings":["Technische Universit&#x00E4;t Chemnitz,Laboratory of Measurement and Sensor Technology,Chemnitz,Germany","Laboratory of Signals, Systems, Artificial Intelligence and Networks, Digital Research Center of Sfax, University of Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t Chemnitz,Laboratory of Measurement and Sensor Technology,Chemnitz,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Laboratory of Signals, Systems, Artificial Intelligence and Networks, Digital Research Center of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I4210119561","https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113113821","display_name":"Imed Bennour","orcid":null},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Imed Eddine Bennour","raw_affiliation_strings":["University of Sousse,National Engineering School of Sousse,Department of Computer Science,Sousse,Tunisia,4023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sousse,National Engineering School of Sousse,Department of Computer Science,Sousse,Tunisia,4023","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050773373","display_name":"Najoua Essoukri Ben Amara","orcid":"https://orcid.org/0000-0001-7914-0644"},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Najoua Essoukri Ben Amara","raw_affiliation_strings":["National Engineering School of Sousse,Laboratory of Advanced Technology and Intelligent Systems","Laboratory of Advanced Technology and Intelligent Systems, National Engineering School of Sousse"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering School of Sousse,Laboratory of Advanced Technology and Intelligent Systems","institution_ids":["https://openalex.org/I8636806"]},{"raw_affiliation_string":"Laboratory of Advanced Technology and Intelligent Systems, National Engineering School of Sousse","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068676566","display_name":"Olfa Kanoun","orcid":"https://orcid.org/0000-0002-7166-1266"},"institutions":[{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Olfa Kanoun","raw_affiliation_strings":["Technische Universit&#x00E4;t Chemnitz,Laboratory of Measurement and Sensor Technology,Chemnitz,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t Chemnitz,Laboratory of Measurement and Sensor Technology,Chemnitz,Germany","institution_ids":["https://openalex.org/I2610724"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"906","last_page":"911"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11778","display_name":"Electrical and Bioimpedance Tomography","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T11778","display_name":"Electrical and Bioimpedance Tomography","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12537","display_name":"Flow Measurement and Analysis","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/electrical-impedance-tomography","display_name":"Electrical impedance tomography","score":0.8464696407318115},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7905449867248535},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.6947124004364014},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5593314170837402},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5000462532043457},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.46746590733528137},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.45687758922576904},{"id":"https://openalex.org/keywords/linearity","display_name":"Linearity","score":0.4419749975204468},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4371907711029053},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4130703806877136},{"id":"https://openalex.org/keywords/tomography","display_name":"Tomography","score":0.3786769509315491},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3776480555534363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.323356956243515},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2871757447719574},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2136319875717163},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.21326181292533875},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.145359605550766},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1046939492225647}],"concepts":[{"id":"https://openalex.org/C155175808","wikidata":"https://www.wikidata.org/wiki/Q1326472","display_name":"Electrical impedance tomography","level":3,"score":0.8464696407318115},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7905449867248535},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.6947124004364014},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5593314170837402},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5000462532043457},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.46746590733528137},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.45687758922576904},{"id":"https://openalex.org/C77170095","wikidata":"https://www.wikidata.org/wiki/Q1753188","display_name":"Linearity","level":2,"score":0.4419749975204468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4371907711029053},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4130703806877136},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.3786769509315491},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3776480555534363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.323356956243515},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2871757447719574},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2136319875717163},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.21326181292533875},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.145359605550766},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1046939492225647},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssd58187.2023.10411289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd58187.2023.10411289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 20th International Multi-Conference on Systems, Signals &amp; Devices (SSD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2002758170","https://openalex.org/W2076157003","https://openalex.org/W2124929650","https://openalex.org/W2152195021","https://openalex.org/W2895105428","https://openalex.org/W2941524667","https://openalex.org/W2952571350","https://openalex.org/W3049054304","https://openalex.org/W3118091436","https://openalex.org/W3203160629","https://openalex.org/W3204900076","https://openalex.org/W4212890718","https://openalex.org/W4293226502","https://openalex.org/W4312276830","https://openalex.org/W4312450244","https://openalex.org/W4312601388"],"related_works":["https://openalex.org/W3211685995","https://openalex.org/W2532315310","https://openalex.org/W2902419700","https://openalex.org/W3160616384","https://openalex.org/W2098962200","https://openalex.org/W2905540725","https://openalex.org/W4376629886","https://openalex.org/W2000128178","https://openalex.org/W2101428392","https://openalex.org/W2725829804"],"abstract_inverted_index":{"Electrical":[0],"Impedance":[1],"Tomography":[2],"(EIT)":[3],"is":[4,17,38,56,84,91,104,130,145],"a":[5,11,18,33,48,52,151,160],"clinical":[6],"imaging":[7],"technique":[8],"that":[9,129],"gained":[10],"lot":[12],"of":[13,28,36,43,50,88,97,109,117,141,155,164],"attention":[14],"because":[15],"it":[16],"non-invasive":[19],"and":[20,147],"radiation-free":[21],"method.":[22],"To":[23],"obtain":[24],"an":[25,126],"inner":[26,76],"image":[27,83,100],"the":[29,41,44,66,75,82,94,98,105,110,115,133,142],"domain":[30],"under":[31],"study,":[32],"specific":[34],"number":[35],"electrodes":[37],"attached":[39],"to":[40,92],"surface":[42],"object,":[45],"then":[46,158],"through":[47],"pair":[49],"electrodes,":[51],"low":[53,106],"alternative":[54],"current":[55],"injected.":[57],"Potentials":[58],"produced":[59],"by":[60,114],"this":[61,89,124],"injection":[62],"are":[63],"measured":[64],"with":[65],"remaining":[67],"electrodes.":[68],"Based":[69],"on":[70,150,159],"these":[71],"boundary":[72],"voltages":[73],"measurements,":[74],"conductivity":[77],"can":[78],"be":[79],"inferred,":[80],"thus":[81],"reconstructed.":[85],"The":[86],"focus":[87],"paper":[90,122],"overcome":[93],"major":[95],"weakness":[96],"EIT":[99,118],"reconstruction":[101],"technique,":[102],"which":[103],"spatial":[107],"resolution":[108],"reconstructed":[111],"images":[112],"caused":[113],"non-linearity":[116],"inverse":[119],"problem.":[120],"This":[121],"considers":[123],"problem,":[125],"optimization":[127],"problem":[128],"solved":[131],"using":[132],"Particle":[134],"Swarm":[135],"Optimization":[136],"(PSO)":[137],"meta-heuristic.":[138],"A":[139],"variant":[140],"standard":[143],"PSO":[144],"proposed":[146],"validated,":[148],"first":[149],"circular":[152],"mesh":[153,162],"composed":[154,163],"686":[156],"triangles":[157],"lung":[161],"2707":[165],"triangles.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
