{"id":"https://openalex.org/W2470799287","doi":"https://doi.org/10.1109/tci.2017.2693966","title":"Beating Level-Set Methods for 5-D Seismic Data Interpolation: A Primal-Dual Alternating Approach","display_name":"Beating Level-Set Methods for 5-D Seismic Data Interpolation: A Primal-Dual Alternating Approach","publication_year":2017,"publication_date":"2017-04-24","ids":{"openalex":"https://openalex.org/W2470799287","doi":"https://doi.org/10.1109/tci.2017.2693966","mag":"2470799287"},"language":"en","primary_location":{"id":"doi:10.1109/tci.2017.2693966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2017.2693966","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2334-0118","2573-0436"],"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 Computational Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1607.02624","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077465316","display_name":"Rajiv Kumar","orcid":"https://orcid.org/0000-0002-7799-2146"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rajiv Kumar","raw_affiliation_strings":["Department of Earth, Ocean and Atmospheric Sciences, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth, Ocean and Atmospheric Sciences, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459574","display_name":"\u00d3scar L\u00f3pez","orcid":"https://orcid.org/0000-0002-9932-9310"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Oscar Lopez","raw_affiliation_strings":["Department of Mathematics, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011856337","display_name":"Damek Davis","orcid":"https://orcid.org/0000-0003-2105-4641"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Damek Davis","raw_affiliation_strings":["Department of Operations Research and Information Engineering, Cornell University, Ithaca, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Operations Research and Information Engineering, Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091863515","display_name":"Aleksandr Y. Aravkin","orcid":"https://orcid.org/0000-0002-1875-1801"},"institutions":[{"id":"https://openalex.org/I4210138199","display_name":"University of Washington Applied Physics Laboratory","ror":"https://ror.org/03d17d270","country_code":"US","type":"facility","lineage":["https://openalex.org/I201448701","https://openalex.org/I4210138199"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aleksandr Y. Aravkin","raw_affiliation_strings":["Department of Applied Mathematics, University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I4210138199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010780250","display_name":"Felix J. Herrmann","orcid":"https://orcid.org/0000-0003-1180-2167"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Felix J. Herrmann","raw_affiliation_strings":["Department of Earth, Ocean and Atmospheric Sciences, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth, Ocean and Atmospheric Sciences, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00197805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"2","first_page":"264","last_page":"274"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9976000189781189,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9894999861717224,"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":0.710273027420044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5653933882713318},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5547997951507568},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.48827242851257324},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4611653685569763},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.45687994360923767},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.4555434584617615},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4430845379829407},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43100547790527344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23378169536590576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11169469356536865}],"concepts":[{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.710273027420044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5653933882713318},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5547997951507568},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.48827242851257324},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4611653685569763},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.45687994360923767},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.4555434584617615},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4430845379829407},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43100547790527344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23378169536590576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11169469356536865},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":4,"locations":[{"id":"doi:10.1109/tci.2017.2693966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2017.2693966","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2334-0118","2573-0436"],"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 Computational Imaging","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1607.02624","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1607.02624","pdf_url":"https://arxiv.org/pdf/1607.02624","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2470799287","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1607.02624.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1607.02624","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1607.02624","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1607.02624","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1607.02624","pdf_url":"https://arxiv.org/pdf/1607.02624","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1527052811","display_name":"PostDoctoral Research Fellowship","funder_award_id":"1502405","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W301566927","https://openalex.org/W1498924937","https://openalex.org/W1822012234","https://openalex.org/W1965124035","https://openalex.org/W1972927669","https://openalex.org/W1976884569","https://openalex.org/W2019261486","https://openalex.org/W2047071281","https://openalex.org/W2050826786","https://openalex.org/W2063564063","https://openalex.org/W2069625698","https://openalex.org/W2076211048","https://openalex.org/W2083042020","https://openalex.org/W2088945340","https://openalex.org/W2090296963","https://openalex.org/W2092663520","https://openalex.org/W2100245965","https://openalex.org/W2103972604","https://openalex.org/W2105519919","https://openalex.org/W2106005123","https://openalex.org/W2106295515","https://openalex.org/W2118550318","https://openalex.org/W2125916088","https://openalex.org/W2136574244","https://openalex.org/W2137832649","https://openalex.org/W2141953966","https://openalex.org/W2148628184","https://openalex.org/W2150327213","https://openalex.org/W2168396269","https://openalex.org/W2169561438","https://openalex.org/W2170860899","https://openalex.org/W2295376119","https://openalex.org/W2314572513","https://openalex.org/W2338019868","https://openalex.org/W2463531433","https://openalex.org/W2468203014","https://openalex.org/W2476695889","https://openalex.org/W2504525813","https://openalex.org/W2611328865","https://openalex.org/W2962904925","https://openalex.org/W4238202755","https://openalex.org/W4244393449","https://openalex.org/W6634173106","https://openalex.org/W6641162989","https://openalex.org/W6677671969","https://openalex.org/W6678911119","https://openalex.org/W6692142183","https://openalex.org/W6699799365"],"related_works":["https://openalex.org/W2405811774","https://openalex.org/W2317578207","https://openalex.org/W2081276940","https://openalex.org/W2887467982","https://openalex.org/W1969413361","https://openalex.org/W2752006643","https://openalex.org/W2249860883","https://openalex.org/W3125535580","https://openalex.org/W2349007521","https://openalex.org/W2064511228","https://openalex.org/W1983017476","https://openalex.org/W2774548143","https://openalex.org/W2513782122","https://openalex.org/W2767301760","https://openalex.org/W2039020545","https://openalex.org/W2246656338","https://openalex.org/W2109323956","https://openalex.org/W2952631730","https://openalex.org/W2022302340","https://openalex.org/W2797912463"],"abstract_inverted_index":{"Acquisition":[0],"cost":[1],"is":[2,58,128],"a":[3,41,62,78,87,98,153,188],"crucial":[4],"bottleneck":[5],"for":[6,12,37,44,70],"seismic":[7,33,38,110,123,157],"workflows,":[8],"and":[9,85,114],"low-rank":[10,82],"formulations":[11,48,69],"data":[13,20,25,34,75,158,165,181],"interpolation":[14],"allow":[15],"practitioners":[16],"to":[17,65,150,195],"\u201cfill":[18],"in\u201d":[19],"volumes":[21,35],"from":[22,168],"critically":[23],"subsampled":[24],"acquired":[26],"in":[27,77,202],"the":[28,54,74,108,133,139,147,169,180,192,198,203],"field.":[29],"Tremendous":[30],"size":[31],"of":[32,122,132,141,179,191],"required":[36],"processing":[39],"remains":[40],"major":[42],"challenge":[43],"these":[45],"techniques.":[46],"Residual-constrained":[47],"require":[49,117],"less":[50],"parameter":[51],"tuning":[52],"when":[53],"target":[55],"noise":[56],"floor":[57],"known.":[59],"We":[60,72,145,185],"propose":[61],"new":[63,126,148],"approach":[64,127,194],"solve":[66],"residual":[67],"constrained":[68,91],"interpolation.":[71],"represent":[73],"volume":[76,159],"compressed":[79],"manner":[80],"using":[81],"matrix":[83],"factors,":[84],"build":[86],"block-coordinate":[88],"algorithm":[89,149],"with":[90,97,130,143,197],"convex":[92],"subproblems":[93],"that":[94,137],"are":[95],"solved":[96],"primal-dual":[99,193],"splitting":[100],"scheme.":[101],"The":[102,125],"develop":[103,187],"optimization":[104],"framework":[105],"works":[106],"on":[107],"whole":[109],"temporal":[111],"frequency":[112],"slices":[113],"does":[115],"not":[116],"windowing":[118],"or":[119],"nontrivial":[120],"sorting":[121],"data.":[124,204],"competitive":[129],"state":[131],"art":[134],"level-set":[135],"algorithms":[136],"interchange":[138],"role":[140],"objectives":[142],"constraints.":[144],"use":[146],"successfully":[151],"interpolate":[152],"large":[154],"scale":[155],"5-D":[156],"(upto":[160],"10":[161],"<sup":[162],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[163],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">10</sup>":[164],"points),":[166],"generated":[167],"geologically":[170],"complex":[171],"synthetic":[172],"3-D":[173],"Compass":[174],"velocity":[175],"model,":[176],"where":[177],"80%":[178],"have":[182],"been":[183],"removed.":[184],"also":[186],"robust":[189],"extension":[190],"deal":[196],"outliers":[199],"(or":[200],"noise)":[201]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}