{"id":"https://openalex.org/W4313555777","doi":"https://doi.org/10.1109/tgrs.2023.3234601","title":"Regeneration-Constrained Self-Supervised Seismic Data Interpolation","display_name":"Regeneration-Constrained Self-Supervised Seismic Data Interpolation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4313555777","doi":"https://doi.org/10.1109/tgrs.2023.3234601"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2023.3234601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3234601","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/A5069644317","display_name":"Aoqi Song","orcid":"https://orcid.org/0000-0002-4246-1716"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Aoqi Song","raw_affiliation_strings":["School of Science, Chang&#x2019;an University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Science, Chang&#x2019;an University, Xi&#x2019;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084334876","display_name":"Changpeng Wang","orcid":"https://orcid.org/0000-0001-8603-9704"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Changpeng Wang","raw_affiliation_strings":["School of Science, Chang&#x2019;an University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Science, Chang&#x2019;an University, Xi&#x2019;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100749933","display_name":"Chunxia Zhang","orcid":"https://orcid.org/0000-0001-9639-4507"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunxia Zhang","raw_affiliation_strings":["School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024880206","display_name":"Jiangshe Zhang","orcid":"https://orcid.org/0000-0002-8395-1180"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangshe Zhang","raw_affiliation_strings":["School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091857748","display_name":"Deng Xiong","orcid":"https://orcid.org/0009-0005-0606-7593"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deng Xiong","raw_affiliation_strings":["Geophysical Technology Research and Development Center, BGP, Zhuozhou, Hebei, China"],"affiliations":[{"raw_affiliation_string":"Geophysical Technology Research and Development Center, BGP, Zhuozhou, Hebei, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022948317","display_name":"Xiaoli Wei","orcid":"https://orcid.org/0000-0003-1383-8040"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoli Wei","raw_affiliation_strings":["School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5069644317"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1874,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90838747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"61","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9973999857902527,"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/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9955999851226807,"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/overfitting","display_name":"Overfitting","score":0.7044544219970703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6983392834663391},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.6689636707305908},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6293470859527588},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.454303115606308},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4073241949081421},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3908202350139618},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3255314528942108},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13563460111618042}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7044544219970703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6983392834663391},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.6689636707305908},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6293470859527588},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.454303115606308},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4073241949081421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3908202350139618},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3255314528942108},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13563460111618042},{"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/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2023.3234601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3234601","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":[],"awards":[{"id":"https://openalex.org/G2985879296","display_name":null,"funder_award_id":"12001057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5043221310","display_name":null,"funder_award_id":"2019JQ-625","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G8779856710","display_name":null,"funder_award_id":"61976174","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"},{"id":"https://openalex.org/F4320336567","display_name":"Natural Science Basic Research Program of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1516111018","https://openalex.org/W1981607562","https://openalex.org/W1990498189","https://openalex.org/W2020205028","https://openalex.org/W2066539310","https://openalex.org/W2081576211","https://openalex.org/W2105519919","https://openalex.org/W2132978155","https://openalex.org/W2141423041","https://openalex.org/W2144079431","https://openalex.org/W2170860899","https://openalex.org/W2191895947","https://openalex.org/W2491922633","https://openalex.org/W2605232094","https://openalex.org/W2771203173","https://openalex.org/W2890883963","https://openalex.org/W2967307435","https://openalex.org/W2967394486","https://openalex.org/W2969059694","https://openalex.org/W2991580101","https://openalex.org/W3032305282","https://openalex.org/W3081502560","https://openalex.org/W3087374394","https://openalex.org/W3116337151","https://openalex.org/W3121689249","https://openalex.org/W4226291516","https://openalex.org/W4291753316","https://openalex.org/W6631190155","https://openalex.org/W6641939000"],"related_works":["https://openalex.org/W4298369531","https://openalex.org/W3155135229","https://openalex.org/W2989932438","https://openalex.org/W2602382373","https://openalex.org/W3003615511","https://openalex.org/W4285827128","https://openalex.org/W4387297750","https://openalex.org/W3198113463","https://openalex.org/W2787698406","https://openalex.org/W2963844355"],"abstract_inverted_index":{"Seismic":[0],"data":[1,9,19,53,70,83],"interpolation":[2,15,75,84,118,171],"is":[3,64,110,193],"an":[4,65,116,144,160],"indispensable":[5],"part":[6],"of":[7,32,39,51,68,102,147,169,178,189],"seismic":[8,18,52,69,82,104],"processing.":[10],"In":[11,55,86,140],"recent":[12],"years,":[13],"deep-learning-based":[14,44],"algorithms":[16,42],"for":[17,80],"have":[20],"become":[21],"popular":[22],"due":[23],"to":[24,73,114],"their":[25],"high":[26],"accuracy.":[27],"However,":[28],"a":[29,96,111,209],"considerable":[30,210],"amount":[31],"work":[33],"has":[34],"focused":[35],"on":[36],"the":[37,48,60,74,89,100,103,107,121,148,156,165,170,176,179,187,190,196,199,203],"migration":[38],"concepts":[40],"and":[41,77,129,151],"in":[43,127,132,164,208],"methods":[45],"while":[46],"ignoring":[47],"implicit":[49,66],"properties":[50],"itself.":[54],"this":[56],"article,":[57],"we":[58,142,174],"propose":[59],"regeneration":[61,90,108,149,157,180,191,204],"prior,":[62,150],"which":[63],"property":[67],"with":[71,134,202],"respect":[72],"function,":[76],"are":[78,206],"used":[79],"self-supervised":[81,138],"tasks.":[85],"mathematical":[87],"form,":[88],"prior":[91,109,158,192,205],"can":[92],"be":[93],"considered":[94],"as":[95],"regular":[97],"term":[98],"describing":[99],"structure":[101],"data.":[105],"Theoretically,":[106],"necessary":[112],"condition":[113],"obtain":[115],"optimal":[117],"function.":[119,172],"Experimentally,":[120],"proposed":[122],"method":[123],"achieves":[124],"significant":[125],"improvement":[126],"accuracy":[128],"intuitive":[130,145],"visualization":[131],"comparison":[133],"advanced":[135],"unsupervised":[136],"or":[137],"methods.":[139],"addition,":[141],"provide":[143],"interpretation":[146],"our":[152],"study":[153],"shows":[154],"that":[155,186,198],"plays":[159],"anti-overfitting":[161],"structuring":[162],"role":[163],"parameter":[166],"learning":[167],"process":[168],"Finally,":[173],"analyze":[175],"robustness":[177],"prior.":[181],"The":[182],"experimental":[183],"results":[184],"show":[185],"performance":[188],"stable":[194],"despite":[195],"fact":[197],"hyperparameters":[200],"associated":[201],"perturbed":[207],"range.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
