{"id":"https://openalex.org/W2037971896","doi":"https://doi.org/10.1137/130905009","title":"Fast 3D Blind Seismic Deconvolution via Constrained Total Variation and GCV","display_name":"Fast 3D Blind Seismic Deconvolution via Constrained Total Variation and GCV","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2037971896","doi":"https://doi.org/10.1137/130905009","mag":"2037971896"},"language":"en","primary_location":{"id":"doi:10.1137/130905009","is_oa":false,"landing_page_url":"https://doi.org/10.1137/130905009","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","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/A5028272318","display_name":"Ali Gholami","orcid":"https://orcid.org/0000-0001-8403-1434"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Gholami","raw_affiliation_strings":["University\u00a0of\u00a0Tehran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University\u00a0of\u00a0Tehran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007988581","display_name":"Mauricio D. Sacchi","orcid":"https://orcid.org/0000-0001-6654-6661"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mauricio D. Sacchi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8052,"has_fulltext":false,"cited_by_count":94,"citation_normalized_percentile":{"value":0.88748362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"6","issue":"4","first_page":"2350","last_page":"2369"},"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":0.9987000226974487,"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":0.9986000061035156,"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/deconvolution","display_name":"Deconvolution","score":0.9137628078460693},{"id":"https://openalex.org/keywords/seismic-trace","display_name":"Seismic trace","score":0.7924994230270386},{"id":"https://openalex.org/keywords/blind-deconvolution","display_name":"Blind deconvolution","score":0.7785736918449402},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.6069799661636353},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5680559277534485},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.535156786441803},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5123932957649231},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4670395255088806},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.41222649812698364},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.409787654876709},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16441604495048523}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.9137628078460693},{"id":"https://openalex.org/C25227454","wikidata":"https://www.wikidata.org/wiki/Q7446975","display_name":"Seismic trace","level":3,"score":0.7924994230270386},{"id":"https://openalex.org/C30044814","wikidata":"https://www.wikidata.org/wiki/Q11334452","display_name":"Blind deconvolution","level":3,"score":0.7785736918449402},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.6069799661636353},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5680559277534485},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.535156786441803},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5123932957649231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4670395255088806},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.41222649812698364},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.409787654876709},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16441604495048523},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/130905009","is_oa":false,"landing_page_url":"https://doi.org/10.1137/130905009","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1779578259","https://openalex.org/W1970059921","https://openalex.org/W1990457366","https://openalex.org/W1993102688","https://openalex.org/W1996417625","https://openalex.org/W1999432499","https://openalex.org/W2006805655","https://openalex.org/W2011970434","https://openalex.org/W2032828458","https://openalex.org/W2033468335","https://openalex.org/W2043738591","https://openalex.org/W2050847261","https://openalex.org/W2055834582","https://openalex.org/W2062024414","https://openalex.org/W2085842701","https://openalex.org/W2087054292","https://openalex.org/W2101868999","https://openalex.org/W2105536862","https://openalex.org/W2110969142","https://openalex.org/W2114424556","https://openalex.org/W2122373419","https://openalex.org/W2137645797","https://openalex.org/W2142058898","https://openalex.org/W2142384583","https://openalex.org/W2143504795","https://openalex.org/W2161233060","https://openalex.org/W2168335598","https://openalex.org/W2170273212","https://openalex.org/W2296319761","https://openalex.org/W3048046748","https://openalex.org/W4237415315"],"related_works":["https://openalex.org/W2034520358","https://openalex.org/W2059639161","https://openalex.org/W2058895457","https://openalex.org/W1538056422","https://openalex.org/W2586325539","https://openalex.org/W2023738877","https://openalex.org/W2147401053","https://openalex.org/W2332451945","https://openalex.org/W2187462969","https://openalex.org/W1500470033"],"abstract_inverted_index":{"When":[0],"improving":[1],"the":[2,10,14,28,65,68,76,97,122,135,155,162,169,177],"Earth's":[3],"description":[4],"of":[5,13,67,140,172,181],"seismic":[6,56,189],"data":[7,57],"via":[8,154],"deconvolution,":[9],"spatial":[11],"coherency":[12],"information":[15],"that":[16],"can":[17],"be":[18,21],"extracted":[19],"may":[20],"damaged":[22],"through":[23],"suboptimal":[24],"trace-by-trace":[25],"processing.":[26],"Furthermore,":[27],"source":[29,115],"function":[30],"is":[31,36,86,89,112,147],"usually":[32],"not":[33],"known":[34,37],"or":[35],"only":[38],"approximately.":[39],"This":[40],"article":[41],"presents":[42],"an":[43],"efficient":[44],"multichannel":[45],"blind":[46,183],"deconvolution":[47,69,184],"for":[48,75,121,167],"addressing":[49],"these":[50],"problems":[51],"and":[52,78,83,95,133,152,179,187],"restoring":[53],"three-dimensional":[54],"(3D)":[55],"based":[58],"on":[59],"a":[60,109,119,142],"variational":[61],"approach.":[62],"To":[63,117],"overcome":[64],"ill-posedness":[66],"problem,":[70,124],"appropriate":[71],"regularizers":[72],"are":[73],"used":[74,113],"reflectivity":[77,105,131],"source.":[79,136],"A":[80],"new":[81],"sparsity":[82,94],"continuity-promoting":[84],"regularizer":[85],"introduced":[87],"which":[88,146],"able":[90],"to":[91],"promote":[92],"temporal":[93],"at":[96],"same":[98],"time":[99],"continuity":[100],"along":[101],"3D":[102,130],"singularities":[103],"in":[104,108],"space.":[106],"Sparsity":[107],"wavelet":[110],"domain":[111],"as":[114],"prior.":[116],"find":[118],"solution":[120],"overall":[123],"we":[125],"alternate":[126],"between":[127],"two":[128],"subproblems:":[129],"estimation":[132],"updating":[134],"Each":[137],"subproblem":[138],"consists":[139],"solving":[141],"convex":[143],"constrained":[144],"optimization":[145],"carried":[148],"out":[149],"very":[150],"fast":[151],"efficiently":[153],"alternating":[156],"split":[157],"Bregman":[158,173],"iteration.":[159],"We":[160,175],"use":[161],"generalized":[163],"cross":[164],"validation":[165],"criterion":[166],"determining":[168],"optimum":[170],"number":[171],"iterations.":[174],"illustrate":[176],"performance":[178],"optimality":[180],"our":[182],"with":[185],"simulated":[186],"field":[188],"data.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
