{"id":"https://openalex.org/W3214712240","doi":"https://doi.org/10.1109/access.2021.3127695","title":"A Fast Barzilai-Borwein Gradient Projection for Sparse Reconstruction Algorithm Based on 3D Modeling: Application to ERT Imaging","display_name":"A Fast Barzilai-Borwein Gradient Projection for Sparse Reconstruction Algorithm Based on 3D Modeling: Application to ERT Imaging","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3214712240","doi":"https://doi.org/10.1109/access.2021.3127695","mag":"3214712240"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3127695","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3127695","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2021.3127695","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083925869","display_name":"Shouxiao Li","orcid":"https://orcid.org/0000-0003-3886-3840"},"institutions":[{"id":"https://openalex.org/I11849452","display_name":"Tianjin Agricultural University","ror":"https://ror.org/0010b6s72","country_code":"CN","type":"education","lineage":["https://openalex.org/I11849452"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shouxiao Li","raw_affiliation_strings":["College of Computer and Information Engineering Tianjin Agricultural University, Tianjin 300392, China. (e-mail: lsxtjau@163.com)","ORCiD","College of Computer and Information Engineering, Tianjin Agricultural University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering Tianjin Agricultural University, Tianjin 300392, China. (e-mail: lsxtjau@163.com)","institution_ids":["https://openalex.org/I11849452"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]},{"raw_affiliation_string":"College of Computer and Information Engineering, Tianjin Agricultural University, Tianjin, China","institution_ids":["https://openalex.org/I11849452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060150695","display_name":"Huaxiang Wang","orcid":"https://orcid.org/0000-0003-1584-6925"},"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":"Huaxiang Wang","raw_affiliation_strings":["School of Electrical and Information Engineering Tianjin University, Tianjin 300072, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063182334","display_name":"Tonghai Liu","orcid":"https://orcid.org/0000-0002-7390-7098"},"institutions":[{"id":"https://openalex.org/I11849452","display_name":"Tianjin Agricultural University","ror":"https://ror.org/0010b6s72","country_code":"CN","type":"education","lineage":["https://openalex.org/I11849452"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tonghai Liu","raw_affiliation_strings":["College of Computer and Information Engineering Tianjin Agricultural University, Tianjin 300392, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering Tianjin Agricultural University, Tianjin 300392, China","institution_ids":["https://openalex.org/I11849452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084651271","display_name":"Ziqiang Cui","orcid":"https://orcid.org/0000-0003-0498-9955"},"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":"Ziqiang Cui","raw_affiliation_strings":["School of Electrical and Information Engineering Tianjin University, Tianjin 300072, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044822199","display_name":"Joanna N. Chen","orcid":"https://orcid.org/0000-0002-6258-9311"},"institutions":[{"id":"https://openalex.org/I132369690","display_name":"Tianjin University of Science and Technology","ror":"https://ror.org/018rbtf37","country_code":"CN","type":"education","lineage":["https://openalex.org/I132369690"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Joanna N. Chen","raw_affiliation_strings":["College of Science Tianjin University of Technology, Tianjin 300384, China"],"affiliations":[{"raw_affiliation_string":"College of Science Tianjin University of Technology, Tianjin 300384, China","institution_ids":["https://openalex.org/I132369690"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003771239","display_name":"Zihan Xia","orcid":"https://orcid.org/0000-0001-5101-7660"},"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":"Zihan Xia","raw_affiliation_strings":["School of Electrical and Information Engineering Tianjin University, Tianjin 300072, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5083925869"],"corresponding_institution_ids":["https://openalex.org/I11849452"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5078,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65232693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"9","issue":null,"first_page":"152913","last_page":"152922"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9980999827384949,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9977999925613403,"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/algorithm","display_name":"Algorithm","score":0.6214839220046997},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.6118164658546448},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.5818352103233337},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5614402294158936},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5505530834197998},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5342985987663269},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5171296000480652},{"id":"https://openalex.org/keywords/conjugate-gradient-method","display_name":"Conjugate gradient method","score":0.493071049451828},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48251888155937195},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4519403576850891},{"id":"https://openalex.org/keywords/line-search","display_name":"Line search","score":0.4288488030433655},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4109008014202118},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20055919885635376}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6214839220046997},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.6118164658546448},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.5818352103233337},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5614402294158936},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5505530834197998},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5342985987663269},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5171296000480652},{"id":"https://openalex.org/C81184566","wikidata":"https://www.wikidata.org/wiki/Q1191895","display_name":"Conjugate gradient method","level":2,"score":0.493071049451828},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48251888155937195},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4519403576850891},{"id":"https://openalex.org/C85522705","wikidata":"https://www.wikidata.org/wiki/Q3278015","display_name":"Line search","level":3,"score":0.4288488030433655},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4109008014202118},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20055919885635376},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C178635117","wikidata":"https://www.wikidata.org/wiki/Q747499","display_name":"RADIUS","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3127695","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3127695","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1815e09e31da4b06882b344c7fe635e4","is_oa":true,"landing_page_url":"https://doaj.org/article/1815e09e31da4b06882b344c7fe635e4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 152913-152922 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3127695","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3127695","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G342545340","display_name":null,"funder_award_id":"61627803","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8507040665","display_name":null,"funder_award_id":"11701420","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8861091588","display_name":null,"funder_award_id":"61671319","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1741578612","https://openalex.org/W2002923025","https://openalex.org/W2015418199","https://openalex.org/W2021086798","https://openalex.org/W2021374391","https://openalex.org/W2026069135","https://openalex.org/W2027547498","https://openalex.org/W2028349405","https://openalex.org/W2035414577","https://openalex.org/W2041110639","https://openalex.org/W2049772201","https://openalex.org/W2054657344","https://openalex.org/W2056132468","https://openalex.org/W2107810166","https://openalex.org/W2109449402","https://openalex.org/W2146932085","https://openalex.org/W2273309875","https://openalex.org/W2294910306","https://openalex.org/W2296616510","https://openalex.org/W2530307286","https://openalex.org/W2615241640","https://openalex.org/W2615915091","https://openalex.org/W2751484639","https://openalex.org/W2800715788","https://openalex.org/W2901871841","https://openalex.org/W2909146010","https://openalex.org/W2922836033","https://openalex.org/W3126879567","https://openalex.org/W3127799630","https://openalex.org/W3136754943","https://openalex.org/W3217247658","https://openalex.org/W4250955649","https://openalex.org/W6662948601","https://openalex.org/W6738256619"],"related_works":["https://openalex.org/W2018215034","https://openalex.org/W3107945686","https://openalex.org/W2005562358","https://openalex.org/W2381924799","https://openalex.org/W1972785655","https://openalex.org/W2358840801","https://openalex.org/W2361122475","https://openalex.org/W2349115186","https://openalex.org/W3096592575","https://openalex.org/W2962227961"],"abstract_inverted_index":{"Image":[0],"reconstruction":[1,30],"for":[2,28],"electrical":[3],"resistance":[4],"tomography":[5],"(ERT)":[6],"is":[7,14,51,62,68,105],"an":[8],"ill-posed":[9],"inverse":[10,19,35],"problem.":[11,20],"L1":[12,94],"regularization":[13,95],"used":[15],"to":[16,54,76],"solve":[17,55],"the":[18,34,56,59,73,78,88,100,117,123,128],"An":[21],"effective":[22],"method":[23,67,97],"of":[24],"Barzilai-Borwein":[25],"gradient":[26,44],"projection":[27,45,66],"sparse":[29],"(GPSR-BB)":[31],"can":[32,83],"resolve":[33],"problem":[36,57,82],"into":[37],"bound-constrained":[38],"quadratic":[39],"programming":[40],"and":[41,70,113,126],"achieve":[42],"a":[43,65],"with":[46,72],"line":[47],"search.":[48],"However,":[49],"it":[50],"computationally":[52],"expensive":[53],"when":[58],"data":[60],"dimension":[61],"substantial.":[63],"Hence,":[64],"employed":[69],"combined":[71],"GPSR-BB":[74,96],"algorithm":[75],"improve":[77],"real-time":[79],"performance.":[80],"The":[81],"be":[84],"mainly":[85],"solved":[86],"in":[87,121],"Krylov":[89],"subspace.":[90],"For":[91],"comparison,":[92],"another":[93],"based":[98],"on":[99],"truncated":[101],"singular":[102],"value":[103],"decomposition":[104],"also":[106],"conducted.":[107],"Both":[108],"simulation":[109],"(with":[110],"3D":[111],"modeling)":[112],"experimental":[114],"results":[115],"demonstrate":[116],"new":[118],"method\u2019s":[119],"effectiveness":[120],"reducing":[122],"computational":[124],"time":[125],"improving":[127],"image":[129],"quality.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}