{"id":"https://openalex.org/W2781773509","doi":"https://doi.org/10.1109/icsens.2017.8234013","title":"ANN-based image reconstruction for optical tomography applied to gas-liquid flow monitoring","display_name":"ANN-based image reconstruction for optical tomography applied to gas-liquid flow monitoring","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2781773509","doi":"https://doi.org/10.1109/icsens.2017.8234013","mag":"2781773509"},"language":"en","primary_location":{"id":"doi:10.1109/icsens.2017.8234013","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsens.2017.8234013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE SENSORS","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/A5085133181","display_name":"Eduardo Nunes dos Santos","orcid":"https://orcid.org/0000-0001-9517-1504"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eduardo Nunes dos Santos","raw_affiliation_strings":["Multiphase Flow Research Center - NUEM, Curitiba, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multiphase Flow Research Center - NUEM, Curitiba, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015134599","display_name":"Tiago P. Vendruscolo","orcid":"https://orcid.org/0000-0001-7688-092X"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tiago Piovesan Vendruscolo","raw_affiliation_strings":["Federal University of Technology- Paran\u00e1 - UTFPR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology- Paran\u00e1 - UTFPR","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034721119","display_name":"Eckhard Schleicher","orcid":"https://orcid.org/0000-0002-6676-5263"},"institutions":[{"id":"https://openalex.org/I2801798921","display_name":"Helmholtz-Zentrum Dresden-Rossendorf","ror":"https://ror.org/01zy2cs03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801798921"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eckhard Schleicher","raw_affiliation_strings":["Institute of Fluid Dynamics Helmholtz-Zentrum Dresden-Rossendorf - HZDR, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Fluid Dynamics Helmholtz-Zentrum Dresden-Rossendorf - HZDR, Dresden, Germany","institution_ids":["https://openalex.org/I2801798921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056988761","display_name":"Uwe Hampel","orcid":"https://orcid.org/0000-0002-7371-0148"},"institutions":[{"id":"https://openalex.org/I2801798921","display_name":"Helmholtz-Zentrum Dresden-Rossendorf","ror":"https://ror.org/01zy2cs03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801798921"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Uwe Hampel","raw_affiliation_strings":["Institute of Fluid Dynamics Helmholtz-Zentrum Dresden-Rossendorf - HZDR, Dresden, Germany","Tcchnischc Universit\u00e4t Dresden, AREV A Endowed Chair of Imaging Techniques in Energy and Process Engineering, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Fluid Dynamics Helmholtz-Zentrum Dresden-Rossendorf - HZDR, Dresden, Germany","institution_ids":["https://openalex.org/I2801798921"]},{"raw_affiliation_string":"Tcchnischc Universit\u00e4t Dresden, AREV A Endowed Chair of Imaging Techniques in Energy and Process Engineering, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031182921","display_name":"Rigoberto Morales","orcid":"https://orcid.org/0000-0003-3297-7361"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rigoberto Eleazar Melgarejo Morales","raw_affiliation_strings":["Federal University of Technology- Paran\u00e1 - UTFPR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology- Paran\u00e1 - UTFPR","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017487342","display_name":"Marco J. da Silva","orcid":"https://orcid.org/0000-0003-1955-8293"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marco Jose da Silva","raw_affiliation_strings":["Multiphase Flow Research Center - NUEM, Curitiba, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multiphase Flow Research Center - NUEM, Curitiba, Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1313,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51522506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"37","issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10864","display_name":"Fluid Dynamics and Mixing","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10864","display_name":"Fluid Dynamics and Mixing","score":0.9993000030517578,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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":0.991100013256073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.7055305242538452},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6549781560897827},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.6412486433982849},{"id":"https://openalex.org/keywords/optical-tomography","display_name":"Optical tomography","score":0.6397278904914856},{"id":"https://openalex.org/keywords/tomography","display_name":"Tomography","score":0.630643367767334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5534171462059021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5500598549842834},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.50420081615448},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47157731652259827},{"id":"https://openalex.org/keywords/levenberg\u2013marquardt-algorithm","display_name":"Levenberg\u2013Marquardt algorithm","score":0.45318007469177246},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4147726893424988},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.28291597962379456},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1184488832950592},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11703133583068848}],"concepts":[{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.7055305242538452},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6549781560897827},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.6412486433982849},{"id":"https://openalex.org/C2777413408","wikidata":"https://www.wikidata.org/wiki/Q1968843","display_name":"Optical tomography","level":3,"score":0.6397278904914856},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.630643367767334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5534171462059021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5500598549842834},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.50420081615448},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47157731652259827},{"id":"https://openalex.org/C87578567","wikidata":"https://www.wikidata.org/wiki/Q1426494","display_name":"Levenberg\u2013Marquardt algorithm","level":3,"score":0.45318007469177246},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4147726893424988},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.28291597962379456},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1184488832950592},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11703133583068848},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsens.2017.8234013","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsens.2017.8234013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE SENSORS","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5299999713897705,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W648326949","https://openalex.org/W1990101252","https://openalex.org/W1991603789","https://openalex.org/W1999510593","https://openalex.org/W2037521346","https://openalex.org/W2048771488","https://openalex.org/W2076422580","https://openalex.org/W2124776405","https://openalex.org/W2482418763","https://openalex.org/W2531067972","https://openalex.org/W3186772771","https://openalex.org/W4386523272"],"related_works":["https://openalex.org/W2357457465","https://openalex.org/W2089158877","https://openalex.org/W1985088734","https://openalex.org/W2085165788","https://openalex.org/W2007798619","https://openalex.org/W2035082463","https://openalex.org/W2080382703","https://openalex.org/W2047462095","https://openalex.org/W2051892477","https://openalex.org/W3163157714"],"abstract_inverted_index":{"An":[0],"image-reconstruction":[1],"approach":[2],"for":[3],"optical":[4,47],"tomography":[5,48],"is":[6,15],"presented,":[7],"in":[8],"which":[9],"a":[10,69],"layered":[11],"back-propagation":[12],"neural":[13,63],"network":[14,37,64],"used":[16,67,83],"to":[17,71,84],"reconstructs":[18],"two-dimensional":[19],"images":[20,73],"of":[21,33,77],"two-phase":[22,86],"gas-liquid":[23,87],"flow":[24,88],"using":[25],"wire-mesh":[26],"sensor":[27,44],"data":[28,59],"as":[29,68],"target":[30],"by":[31],"means":[32],"Levenberg-Marquardt":[34],"algorithm.":[35],"The":[36],"learns":[38],"the":[39,42,54,61,78],"relationship":[40],"between":[41],"reference":[43],"measurements":[45],"and":[46,80],"projections.":[49],"Results":[50],"have":[51],"shown":[52],"that":[53],"technique":[55],"combining":[56],"experimentally":[57],"sensors":[58],"with":[60],"artificial":[62],"can":[65],"be":[66,82],"tool":[70],"reconstruct":[72],"providing":[74],"good":[75],"details":[76],"phenomena":[79],"may":[81],"support":[85],"characterization.":[89]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
