{"id":"https://openalex.org/W3174413026","doi":"https://doi.org/10.1109/i2mtc50364.2021.9459896","title":"Image Reconstruction for Electrostatic Tomography Based on Residual Network Considering the Prior Knowledge of Boundary Measurement","display_name":"Image Reconstruction for Electrostatic Tomography Based on Residual Network Considering the Prior Knowledge of Boundary Measurement","publication_year":2021,"publication_date":"2021-05-17","ids":{"openalex":"https://openalex.org/W3174413026","doi":"https://doi.org/10.1109/i2mtc50364.2021.9459896","mag":"3174413026"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc50364.2021.9459896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc50364.2021.9459896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5100406987","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0002-4362-947X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Wang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China","School of Electrical and Information Engineering, Tianjin University, Tianjin China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101979630","display_name":"Xuechen Zhang","orcid":"https://orcid.org/0000-0001-7586-1313"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuechen Zhang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China","School of Electrical and Information Engineering, Tianjin University, Tianjin China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027367379","display_name":"Hongjun Sun","orcid":"https://orcid.org/0000-0002-6941-2156"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjun Sun","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China","School of Electrical and Information Engineering, Tianjin University, Tianjin China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071963918","display_name":"Xiao Liang","orcid":"https://orcid.org/0000-0001-9127-7096"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Liang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China","School of Electrical and Information Engineering, Tianjin University, Tianjin China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068680225","display_name":"Jiamin Ye","orcid":"https://orcid.org/0000-0001-5061-6135"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiamin Ye","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China","School of Electrical and Information Engineering, Tianjin University, Tianjin China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100406987"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.3008,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55380609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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/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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9869999885559082,"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"}},{"id":"https://openalex.org/T12537","display_name":"Flow Measurement and Analysis","score":0.9814000129699707,"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/electrical-capacitance-tomography","display_name":"Electrical capacitance tomography","score":0.6855036616325378},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.6502529978752136},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6440123915672302},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6385562419891357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5849557518959045},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5510240793228149},{"id":"https://openalex.org/keywords/tomography","display_name":"Tomography","score":0.5397992134094238},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46046894788742065},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.4376639127731323},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4331645369529724},{"id":"https://openalex.org/keywords/tomographic-reconstruction","display_name":"Tomographic reconstruction","score":0.4326862096786499},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.42030957341194153},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3587873578071594},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25602737069129944},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.19540852308273315},{"id":"https://openalex.org/keywords/capacitance","display_name":"Capacitance","score":0.16746994853019714},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13606107234954834}],"concepts":[{"id":"https://openalex.org/C2777418626","wikidata":"https://www.wikidata.org/wiki/Q2584887","display_name":"Electrical capacitance tomography","level":4,"score":0.6855036616325378},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.6502529978752136},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6440123915672302},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6385562419891357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5849557518959045},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5510240793228149},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.5397992134094238},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46046894788742065},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.4376639127731323},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4331645369529724},{"id":"https://openalex.org/C97742081","wikidata":"https://www.wikidata.org/wiki/Q7820109","display_name":"Tomographic reconstruction","level":3,"score":0.4326862096786499},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.42030957341194153},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3587873578071594},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25602737069129944},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.19540852308273315},{"id":"https://openalex.org/C30066665","wikidata":"https://www.wikidata.org/wiki/Q164399","display_name":"Capacitance","level":3,"score":0.16746994853019714},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13606107234954834},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc50364.2021.9459896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc50364.2021.9459896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7676512607","display_name":null,"funder_award_id":"61627803,61871366,61873184","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8987114686","display_name":null,"funder_award_id":"19JCYBJC18600","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1978468487","https://openalex.org/W2065508631","https://openalex.org/W2070738097","https://openalex.org/W2073547641","https://openalex.org/W2087125390","https://openalex.org/W2136207960","https://openalex.org/W2767248316","https://openalex.org/W2989761157","https://openalex.org/W2999762823","https://openalex.org/W3011343070","https://openalex.org/W3025853527","https://openalex.org/W3034905156","https://openalex.org/W3101681511"],"related_works":["https://openalex.org/W2170544729","https://openalex.org/W2090093661","https://openalex.org/W2031832834","https://openalex.org/W2157674401","https://openalex.org/W2097442821","https://openalex.org/W1974104633","https://openalex.org/W1519688086","https://openalex.org/W2045604881","https://openalex.org/W2058033086","https://openalex.org/W2998812258"],"abstract_inverted_index":{"Electrostatic":[0],"tomography":[1,33,39],"(EST)":[2],"is":[3,63,80,91,111,183],"a":[4,86],"passive":[5,56],"tomographic":[6],"image":[7,71,79],"method,":[8],"which":[9,204],"determines":[10],"that":[11],"the":[12,18,53,67,74,77,102,106,115,118,126,156,159,186,189,193,198,202,206,209],"number":[13],"of":[14,22,29,46,55,70,76,105,109,155,176,192,201,208],"independent":[15],"measurements":[16],"and":[17,43,134,139,181],"signal-to-noise":[19],"ratio":[20],"(SNR)":[21],"its":[23],"signal":[24],"are":[25,48,130,146],"smaller":[26],"than":[27],"those":[28],"active":[30],"excited":[31],"electrical":[32,37],"(ET)":[34],"such":[35],"as":[36,149],"capacitance":[38],"(ECT).":[40],"The":[41,58,152],"nonlinearity":[42],"ill-posed":[44],"property":[45],"EST":[47,110],"more":[49],"prominent":[50],"due":[51],"to":[52,65,113,124,185],"nature":[54,69],"measurement.":[57],"traditional":[59],"iterative":[60],"approximation":[61],"method":[62],"insufficient":[64],"express":[66],"nonlinear":[68],"reconstruction,":[72],"so":[73],"accuracy":[75,164],"reconstructed":[78,153,190],"low.":[81],"To":[82],"solve":[83],"this":[84,94],"problem,":[85],"residual":[87],"network":[88],"(ResNet)":[89],"model":[90,116,157,194],"proposed":[92,112],"in":[93],"paper.":[95],"A":[96],"new":[97],"loss":[98],"function":[99],"based":[100],"on":[101,158],"prior":[103],"knowledge":[104],"boundary":[107],"measurement":[108],"make":[114],"fit":[117],"imaging":[119],"principle":[120],"better.":[121],"In":[122],"order":[123],"build":[125],"dataset,":[127],"3500":[128],"samples":[129],"generated":[131],"through":[132],"simulation":[133],"divided":[135],"into":[136],"training":[137],"set":[138,161],"validation":[140],"set.":[141,151],"Several":[142],"typical":[143],"flow":[144],"patterns":[145],"simulated":[147],"separately":[148],"test":[150,160,187],"results":[154,191],"have":[162],"high":[163],"compared":[165],"with":[166,174],"some":[167],"conventional":[168],"algorithms.":[169],"When":[170],"Gaussian":[171],"white":[172],"noise":[173],"SNR":[175],"10":[177],"dB,":[178],"15":[179],"dB":[180],"20dB":[182],"added":[184],"set,":[188],"can":[195],"still":[196],"represent":[197],"approximate":[199],"position":[200],"sample,":[203],"proves":[205],"robustness":[207],"model.":[210]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
