{"id":"https://openalex.org/W3213964222","doi":"https://doi.org/10.1109/lgrs.2021.3128511","title":"Consecutively Missing Seismic Data Interpolation Based on Coordinate Attention Unet","display_name":"Consecutively Missing Seismic Data Interpolation Based on Coordinate Attention Unet","publication_year":2021,"publication_date":"2021-11-16","ids":{"openalex":"https://openalex.org/W3213964222","doi":"https://doi.org/10.1109/lgrs.2021.3128511","mag":"3213964222"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2021.3128511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3128511","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5062039431","display_name":"Xinze Li","orcid":"https://orcid.org/0000-0003-3513-209X"},"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":"Xinze Li","raw_affiliation_strings":["School of Mathematics and Statistics, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, 710049 (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, 710049 (China)","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005327204","display_name":"Bangyu Wu","orcid":"https://orcid.org/0000-0001-9998-9071"},"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":"Bangyu Wu","raw_affiliation_strings":["School of Mathematics and Statistics, Xi\u2019an Jiaotong University, Xi\u2019an, China"],"raw_orcid":"https://orcid.org/0000-0001-9998-9071","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064534354","display_name":"Xu Zhu","orcid":"https://orcid.org/0000-0003-1287-1623"},"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":"Xu Zhu","raw_affiliation_strings":["School of Mathematics and Statistics, Xi\u2019an Jiaotong University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067965873","display_name":"Hui Yang","orcid":"https://orcid.org/0000-0003-4850-3822"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Yang","raw_affiliation_strings":["Department of Earth and Space Sciences, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4850-3822","affiliations":[{"raw_affiliation_string":"Department of Earth and Space Sciences, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.8291,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.98614876,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T10892","display_name":"Drilling and Well Engineering","score":0.993399977684021,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9800999760627747,"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/interpolation","display_name":"Interpolation (computer graphics)","score":0.733486533164978},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6628062725067139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5818514823913574},{"id":"https://openalex.org/keywords/bilinear-interpolation","display_name":"Bilinear interpolation","score":0.5047801733016968},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4993898868560791},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4530784487724304},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44883036613464355},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4431456923484802},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35398977994918823},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32635927200317383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32138389348983765},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.13738694787025452},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13713744282722473}],"concepts":[{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.733486533164978},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6628062725067139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5818514823913574},{"id":"https://openalex.org/C205203396","wikidata":"https://www.wikidata.org/wiki/Q612143","display_name":"Bilinear interpolation","level":2,"score":0.5047801733016968},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4993898868560791},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4530784487724304},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44883036613464355},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4431456923484802},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35398977994918823},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32635927200317383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32138389348983765},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.13738694787025452},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13713744282722473},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2021.3128511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3128511","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6305429579","display_name":null,"funder_award_id":"2020JM-018","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G8808957333","display_name":"\u5fae\u5730\u9707\u76d1\u6d4b\u590d\u6742\u7ed3\u6784\u504f\u79fb\u6210\u50cf\u4e0e\u901f\u5ea6\u5efa\u6a21\u7814\u7a76","funder_award_id":"41974122","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/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1498924937","https://openalex.org/W2132978155","https://openalex.org/W2133665775","https://openalex.org/W2605232094","https://openalex.org/W2884585870","https://openalex.org/W2890420857","https://openalex.org/W2914825281","https://openalex.org/W2963420686","https://openalex.org/W2966971486","https://openalex.org/W2967394486","https://openalex.org/W2991580101","https://openalex.org/W2999581854","https://openalex.org/W3007658705","https://openalex.org/W3121689249","https://openalex.org/W3126514463","https://openalex.org/W3135339134","https://openalex.org/W3140751667","https://openalex.org/W3170841132","https://openalex.org/W3175147126","https://openalex.org/W3177052299","https://openalex.org/W6759398695"],"related_works":["https://openalex.org/W2165589608","https://openalex.org/W2367652182","https://openalex.org/W1915958221","https://openalex.org/W2037074416","https://openalex.org/W2174180450","https://openalex.org/W1519931592","https://openalex.org/W2101207231","https://openalex.org/W2741873457","https://openalex.org/W2142192217","https://openalex.org/W2964954556"],"abstract_inverted_index":{"Missing":[0],"traces":[1,80],"interpolation":[2,17,111,129],"is":[3,101],"a":[4],"basic":[5],"step":[6],"in":[7,55],"the":[8,33,39,45,56,69,74,104,110,114,128,133],"seismic":[9,15,34,124],"data":[10,16,35,125],"processing":[11],"workflow.":[12],"Recently,":[13],"many":[14],"methods":[18],"based":[19],"on":[20,119],"different":[21],"neural":[22,57],"networks":[23],"have":[24],"been":[25],"proposed.":[26],"The":[27,82],"existing":[28],"research":[29],"shows":[30],"that":[31,127],"when":[32],"are":[36,136],"consecutively":[37],"missing,":[38],"larger":[40],"gap":[41],"for":[42,76],"missing":[43,79],"traces,":[44],"more":[46,137],"difficult":[47],"task":[48],"of":[49,113],"interpolation,":[50],"due":[51],"to":[52,73,107],"convolution":[53],"operation":[54],"network":[58],"can":[59],"only":[60],"capture":[61],"local":[62],"relations.":[63],"In":[64],"this":[65],"letter,":[66],"we":[67],"incorporate":[68],"coordinate":[70],"attention":[71],"block":[72],"Unet":[75,143],"2-D":[77,120],"successive":[78],"interpolation.":[81],"hybrid":[83],"loss":[84,105],"function":[85,106],"combined":[86],"with":[87,142],"structural":[88],"similarity":[89],"(SSIM)":[90],"and":[91,122,139,144],"<inline-formula":[92],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[93],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[94],"<tex-math":[95],"notation=\"LaTeX\">$\\text":[96],"{L}_{":[97],"{1}}$":[98],"</tex-math></inline-formula>":[99],"norm":[100],"used":[102],"as":[103],"further":[108],"improve":[109],"performance":[112],"designed":[115],"network.":[116],"Comparison":[117],"experiments":[118],"synthetic":[121],"field":[123],"show":[126],"results":[130],"obtained":[131],"by":[132],"proposed":[134],"method":[135],"accurate":[138],"reasonable":[140],"compared":[141],"Unets":[145],"equipped":[146],"state-of-the-art":[147],"similar":[148],"modules.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}