{"id":"https://openalex.org/W4399666311","doi":"https://doi.org/10.1109/tgrs.2024.3414409","title":"Accelerated Imaging of 2-D Water-Bearing Structures in MRT Data Based on the SVD-UNet","display_name":"Accelerated Imaging of 2-D Water-Bearing Structures in MRT Data Based on the SVD-UNet","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399666311","doi":"https://doi.org/10.1109/tgrs.2024.3414409"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3414409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3414409","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-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/A5100738200","display_name":"Tingting Lin","orcid":"https://orcid.org/0000-0002-6061-2311"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tingting Lin","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-6061-2311","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080307519","display_name":"Q. Jane Wang","orcid":"https://orcid.org/0000-0003-3057-5094"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyue Wang","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0003-3057-5094","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102933872","display_name":"Yunzhi Wang","orcid":"https://orcid.org/0000-0003-3301-1921"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunzhi Wang","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0003-3301-1921","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090201244","display_name":"Ruixin Miao","orcid":"https://orcid.org/0000-0003-1861-410X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruixin Miao","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0003-1861-410X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023728985","display_name":"Chunpeng Ren","orcid":"https://orcid.org/0009-0007-2411-1759"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunpeng Ren","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0007-2411-1759","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045367008","display_name":"Chuandong Jiang","orcid":"https://orcid.org/0000-0001-5373-6132"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuandong Jiang","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0001-5373-6132","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education of China, Changchun, China","institution_ids":["https://openalex.org/I1327237609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100738200"],"corresponding_institution_ids":["https://openalex.org/I1327237609"],"apc_list":null,"apc_paid":null,"fwci":1.9361,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90710324,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12603","display_name":"NMR spectroscopy and applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12603","display_name":"NMR spectroscopy and applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T11949","display_name":"Nuclear Physics and Applications","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.5301098823547363},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.4807831645011902},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.479907363653183},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4139784276485443},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2972784638404846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29726308584213257}],"concepts":[{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.5301098823547363},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.4807831645011902},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.479907363653183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4139784276485443},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2972784638404846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29726308584213257}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3414409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3414409","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.6200000047683716}],"awards":[{"id":"https://openalex.org/G1618251832","display_name":null,"funder_award_id":"42330803","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2459774772","display_name":null,"funder_award_id":"U21A2020","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/W1589163079","https://openalex.org/W1901129140","https://openalex.org/W1964084427","https://openalex.org/W1977949239","https://openalex.org/W1978039674","https://openalex.org/W1989318579","https://openalex.org/W1990130565","https://openalex.org/W1991041916","https://openalex.org/W2036529309","https://openalex.org/W2038145696","https://openalex.org/W2060057620","https://openalex.org/W2065107094","https://openalex.org/W2100819670","https://openalex.org/W2104660868","https://openalex.org/W2105229137","https://openalex.org/W2117192594","https://openalex.org/W2318116069","https://openalex.org/W2402913429","https://openalex.org/W2888517259","https://openalex.org/W2903029856","https://openalex.org/W2913725980","https://openalex.org/W3153847183","https://openalex.org/W3167976421","https://openalex.org/W4206900989","https://openalex.org/W4312305718","https://openalex.org/W4319986925","https://openalex.org/W4319999817","https://openalex.org/W4321021475","https://openalex.org/W4322707144","https://openalex.org/W4323644297","https://openalex.org/W4387757711","https://openalex.org/W4389104871","https://openalex.org/W4389579639","https://openalex.org/W4391454390"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W3121932492","https://openalex.org/W4232638561","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W1997544008"],"abstract_inverted_index":{"Magnetic":[0],"resonance":[1],"tomography":[2],"(MRT)":[3],"is":[4],"a":[5,54,62,101,115,124],"geophysical":[6],"exploration":[7],"technique":[8],"that":[9,189],"enables":[10],"the":[11,35,44,49,80,88,129,134,138,145,156,170,190],"imaging":[12,76],"of":[13,57,65,137,173],"2-D":[14],"or":[15],"3-D":[16],"water-bearing":[17,102,130],"structures,":[18],"offering":[19],"distinct":[20],"advantages,":[21],"including":[22],"noninvasiveness,":[23],"quantifiability,":[24],"and":[25,87,109,133,141,165,181,194,201],"unique":[26],"interpretability.":[27],"Currently,":[28],"MRT":[29,98,160],"data":[30,99,161],"inversion":[31,38],"mainly":[32],"relies":[33],"on":[34],"Q-time":[36],"(QT)":[37],"method.":[39],"Since":[40],"this":[41,69,71],"method":[42,77,191],"utilizes":[43],"Gauss-Newton":[45],"iteration":[46],"to":[47],"seek":[48],"optimal":[50],"solution,":[51],"it":[52],"involves":[53],"considerable":[55],"amount":[56,64],"computational":[58],"workload,":[59],"thus":[60],"consuming":[61],"significant":[63],"time.":[66],"To":[67],"overcome":[68],"challenge,":[70],"study":[72],"introduces":[73],"an":[74],"accelerated":[75],"by":[78,113,151,163],"combining":[79],"singular":[81],"value":[82],"decomposition":[83],"(SVD)":[84],"pseudoinversion":[85,95,149],"algorithm":[86,96],"deep":[89,174],"neural":[90,121],"network":[91,122],"algorithm.":[92],"The":[93,147,185],"SVD":[94,148],"transforms":[97],"into":[100],"feature":[103,131],"matrix":[104,132],"containing":[105],"only":[106],"water":[107,139],"content":[108,140],"relaxation":[110,142],"time":[111,143],"information":[112],"introducing":[114],"priori":[116],"forward":[117],"kernel":[118],"function.":[119],"Subsequently,":[120],"establishes":[123],"nonlinear":[125],"mapping":[126],"relationship":[127],"between":[128],"spatial":[135],"distribution":[136,157],"in":[144,159],"subsurface.":[146],"algorithm,":[150],"incorporating":[152],"prior":[153],"information,":[154],"mitigates":[155],"differences":[158],"caused":[162],"geological":[164,179],"measurement":[166,183],"parameters.":[167],"This":[168],"addresses":[169],"limited":[171],"applicability":[172],"learning":[175],"methods":[176],"under":[177],"complex":[178],"conditions":[180],"multiple":[182],"schemes.":[184],"experimental":[186],"results":[187],"demonstrate":[188],"achieves":[192],"precise":[193],"rapid":[195],"imaging,":[196],"while":[197],"also":[198],"possessing":[199],"effectiveness":[200],"practicality.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
