{"id":"https://openalex.org/W4312127237","doi":"https://doi.org/10.3390/rs14246275","title":"High-Dimensional Seismic Data Reconstruction Based on Linear Radon Transform\u2013Constrained Tensor CANDECOM/PARAFAC Decomposition","display_name":"High-Dimensional Seismic Data Reconstruction Based on Linear Radon Transform\u2013Constrained Tensor CANDECOM/PARAFAC Decomposition","publication_year":2022,"publication_date":"2022-12-11","ids":{"openalex":"https://openalex.org/W4312127237","doi":"https://doi.org/10.3390/rs14246275"},"language":"en","primary_location":{"id":"doi:10.3390/rs14246275","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14246275","pdf_url":"https://www.mdpi.com/2072-4292/14/24/6275/pdf?version=1671363808","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/24/6275/pdf?version=1671363808","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085289228","display_name":"Zhiyuan Ouyang","orcid":"https://orcid.org/0000-0002-6113-9968"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Ouyang","raw_affiliation_strings":["Wave Phenomena and Intelligent Inversion Imaging group (WPI), School of Ocean and Earth Science, Tongji University, Shanghai 200092, China"],"affiliations":[{"raw_affiliation_string":"Wave Phenomena and Intelligent Inversion Imaging group (WPI), School of Ocean and Earth Science, Tongji University, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103242487","display_name":"Liqi Zhang","orcid":"https://orcid.org/0000-0003-1854-6127"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqi Zhang","raw_affiliation_strings":["Wave Phenomena and Intelligent Inversion Imaging group (WPI), School of Ocean and Earth Science, Tongji University, Shanghai 200092, China"],"affiliations":[{"raw_affiliation_string":"Wave Phenomena and Intelligent Inversion Imaging group (WPI), School of Ocean and Earth Science, Tongji University, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001729060","display_name":"Huazhong Wang","orcid":"https://orcid.org/0000-0002-0842-2705"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huazhong Wang","raw_affiliation_strings":["Wave Phenomena and Intelligent Inversion Imaging group (WPI), School of Ocean and Earth Science, Tongji University, Shanghai 200092, China"],"affiliations":[{"raw_affiliation_string":"Wave Phenomena and Intelligent Inversion Imaging group (WPI), School of Ocean and Earth Science, Tongji University, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100420870","display_name":"Kai Yang","orcid":"https://orcid.org/0000-0002-3952-2856"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Yang","raw_affiliation_strings":["School of Ocean and Earth Science, Tongji University, Shanghai 200092, China"],"affiliations":[{"raw_affiliation_string":"School of Ocean and Earth Science, Tongji University, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001729060"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.3629,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56614719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"14","issue":"24","first_page":"6275","last_page":"6275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/radon-transform","display_name":"Radon transform","score":0.7404310703277588},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5373339653015137},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4745693504810333},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4685213267803192},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4454762935638428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4396848678588867},{"id":"https://openalex.org/keywords/radon","display_name":"Radon","score":0.41016343235969543},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3455623388290405},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3210570216178894},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15425118803977966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14667999744415283},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.13498815894126892}],"concepts":[{"id":"https://openalex.org/C197231052","wikidata":"https://www.wikidata.org/wiki/Q979829","display_name":"Radon transform","level":2,"score":0.7404310703277588},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5373339653015137},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4745693504810333},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4685213267803192},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4454762935638428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4396848678588867},{"id":"https://openalex.org/C545943180","wikidata":"https://www.wikidata.org/wiki/Q1133","display_name":"Radon","level":2,"score":0.41016343235969543},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3455623388290405},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3210570216178894},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15425118803977966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14667999744415283},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.13498815894126892},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","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":3,"locations":[{"id":"doi:10.3390/rs14246275","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14246275","pdf_url":"https://www.mdpi.com/2072-4292/14/24/6275/pdf?version=1671363808","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b453e5c44476468189d7e9d25c80d777","is_oa":true,"landing_page_url":"https://doaj.org/article/b453e5c44476468189d7e9d25c80d777","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 24, p 6275 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/24/6275/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14246275","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 24; Pages: 6275","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14246275","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14246275","pdf_url":"https://www.mdpi.com/2072-4292/14/24/6275/pdf?version=1671363808","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1676664525","display_name":null,"funder_award_id":"2018YFA0702503","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2834166566","display_name":null,"funder_award_id":"4207414","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G691944707","display_name":null,"funder_award_id":"41874118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7079420795","display_name":null,"funder_award_id":"42074143","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7174558747","display_name":null,"funder_award_id":"Group","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7308382095","display_name":null,"funder_award_id":"42174135","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320314997","display_name":"Strong","ror":"https://ror.org/041vyzr56"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322143","display_name":"China National Offshore Oil Corporation","ror":"https://ror.org/054dq0621"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312127237.pdf","grobid_xml":"https://content.openalex.org/works/W4312127237.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1922005389","https://openalex.org/W1990309165","https://openalex.org/W1996098514","https://openalex.org/W1998786173","https://openalex.org/W2000215628","https://openalex.org/W2002777061","https://openalex.org/W2024165284","https://openalex.org/W2028349405","https://openalex.org/W2043571470","https://openalex.org/W2055358802","https://openalex.org/W2057485255","https://openalex.org/W2077776321","https://openalex.org/W2089441731","https://openalex.org/W2093762864","https://openalex.org/W2106295515","https://openalex.org/W2119412403","https://openalex.org/W2121739212","https://openalex.org/W2145167443","https://openalex.org/W2160814043","https://openalex.org/W2164278908","https://openalex.org/W2170765642","https://openalex.org/W2170860899","https://openalex.org/W2258054274","https://openalex.org/W2271808722","https://openalex.org/W2316223514","https://openalex.org/W2319593781","https://openalex.org/W2328067563","https://openalex.org/W2328425740","https://openalex.org/W2328585905","https://openalex.org/W2403089413","https://openalex.org/W2746512809","https://openalex.org/W2750117101","https://openalex.org/W2778192313","https://openalex.org/W2891589246","https://openalex.org/W2945638649","https://openalex.org/W2969160679","https://openalex.org/W4205431544","https://openalex.org/W4281480335","https://openalex.org/W4283745859","https://openalex.org/W4292363360","https://openalex.org/W6678194982"],"related_works":["https://openalex.org/W2569661359","https://openalex.org/W2950186459","https://openalex.org/W2170114491","https://openalex.org/W2897298721","https://openalex.org/W2242624680","https://openalex.org/W2136127937","https://openalex.org/W4290987221","https://openalex.org/W2216309014","https://openalex.org/W3199841771","https://openalex.org/W4286971555"],"abstract_inverted_index":{"Random":[0],"noise":[1],"and":[2,42,86,121,147,152],"missing":[3],"seismic":[4,10,17,24,46,66,71,117],"traces":[5],"are":[6,36],"common":[7],"in":[8,26,111],"field":[9,153],"data,":[11],"which":[12],"seriously":[13],"affects":[14],"the":[15,27,32,74,84,89,106,112,130,142,148,157,160],"subsequent":[16],"processing":[18],"flow.":[19],"The":[20,57],"complete":[21,64],"noise-free":[22,65],"high-dimensional":[23,70,116,143],"dataset":[25,47],"frequency\u2013space":[28],"(f-x)":[29],"domain":[30,114],"under":[31],"local":[33],"linear":[34,51,97,144],"assumption":[35],"regarded":[37],"as":[38,73],"a":[39,54,96],"low-rank":[40],"tensor,":[41],"each":[43],"high":[44],"dimensional":[45],"containing":[48],"only":[49],"one":[50],"event":[52],"is":[53,137],"rank-1":[55,78],"tensor.":[56],"tensor":[58,90,100,119],"CANDECOM/PARAFAC":[59],"decomposition":[60],"(CPD)":[61],"method":[62,102,126,136],"estimates":[63],"signals":[67,72],"by":[68,104],"characterizing":[69],"sum":[75],"of":[76,88,108,141,150,159],"several":[77],"tensors.":[79],"In":[80],"order":[81],"to":[82,128],"improve":[83],"stability":[85],"effect":[87],"CPD":[91,101,120],"algorithm,":[92],"this":[93],"paper":[94],"proposes":[95],"Radon":[98,113,145],"transform\u2013constrained":[99],"(RCPD)":[103],"using":[105],"sparsity":[107],"factor":[109],"matrix":[110],"after":[115],"signal":[118],"uses":[122],"alternating":[123],"direction":[124],"multiplier":[125],"(ADMM)":[127],"solve":[129],"established":[131],"optimization":[132],"problem.":[133],"This":[134],"proposed":[135,161],"an":[138],"essential":[139],"realization":[140],"transform,":[146],"results":[149],"synthetic":[151],"data":[154],"reconstruction":[155],"prove":[156],"effectiveness":[158],"method.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}