{"id":"https://openalex.org/W4391097244","doi":"https://doi.org/10.1109/tgrs.2024.3357057","title":"Seismic Multichannel Deconvolution via 2-D K-SVD and MSD-oCSC","display_name":"Seismic Multichannel Deconvolution via 2-D K-SVD and MSD-oCSC","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391097244","doi":"https://doi.org/10.1109/tgrs.2024.3357057"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3357057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3357057","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/A5065435766","display_name":"Yaojun Wang","orcid":"https://orcid.org/0000-0001-9079-0840"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaojun Wang","raw_affiliation_strings":["School of Resources and Environment and the Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Environment and the Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111092851","display_name":"Xiayu Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiayu Gao","raw_affiliation_strings":["School of Resources and Environment and the Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Environment and the Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007241416","display_name":"Guiqian Zhang","orcid":"https://orcid.org/0009-0000-9317-5018"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiqian Zhang","raw_affiliation_strings":["School of Resources and Environment and the Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Environment and the Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109516879","display_name":"Bangli Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bangli Zou","raw_affiliation_strings":["School of Resources and Environment and the Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Environment and the Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058780083","display_name":"Guangmin Hu","orcid":"https://orcid.org/0000-0002-4694-9145"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangmin Hu","raw_affiliation_strings":["School of Resources and Environment and the Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Environment and the Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Center for Information Geoscience, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065435766"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":4.6207,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9435677,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"13"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9966999888420105,"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"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9955000281333923,"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":0.8509045839309692},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.548221230506897},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4572649896144867},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.43209826946258545},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.38841572403907776},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3413693308830261}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.8509045839309692},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.548221230506897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4572649896144867},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.43209826946258545},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.38841572403907776},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3413693308830261}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3357057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3357057","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/G1394991422","display_name":null,"funder_award_id":"42174151","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1830302554","https://openalex.org/W1995133696","https://openalex.org/W2050847261","https://openalex.org/W2085842701","https://openalex.org/W2094366314","https://openalex.org/W2107263769","https://openalex.org/W2109638903","https://openalex.org/W2118963448","https://openalex.org/W2133665775","https://openalex.org/W2160547390","https://openalex.org/W2161516371","https://openalex.org/W2202656999","https://openalex.org/W2293078015","https://openalex.org/W2535206707","https://openalex.org/W2612440823","https://openalex.org/W2807240873","https://openalex.org/W2905597854","https://openalex.org/W2924878362","https://openalex.org/W2981309477","https://openalex.org/W3090716486","https://openalex.org/W3153728246","https://openalex.org/W3175041416","https://openalex.org/W4281748090","https://openalex.org/W4321502853","https://openalex.org/W4367841980","https://openalex.org/W4389724062"],"related_works":["https://openalex.org/W4250106855","https://openalex.org/W2037261263","https://openalex.org/W3149087629","https://openalex.org/W4231036715","https://openalex.org/W2032074591","https://openalex.org/W1986156575","https://openalex.org/W3193619106","https://openalex.org/W2751689993","https://openalex.org/W1966302070","https://openalex.org/W2064421023"],"abstract_inverted_index":{"The":[0],"deconvolution":[1,57,161,216],"method":[2,58,106],"is":[3,25,210,246],"crucial":[4],"for":[5,90,108,153],"enhancing":[6],"seismic":[7,56,71,165],"resolution.":[8],"Traditional":[9],"multichannel":[10],"schemes":[11],"incorporate":[12],"lateral":[13,92,110],"constraints":[14],"to":[15,100,159,212],"enhance":[16,135],"data":[17,166,254],"continuity":[18],"and":[19,65,75,97,252],"integrity.":[20],"However,":[21],"a":[22,52,118,147],"predominant":[23],"challenge":[24,171],"that":[26,31],"many":[27],"existing":[28],"methods":[29],"assume":[30],"the":[32,44,70,101,109,127,136,170,183,189,194,197,204,214,220,231],"estimated":[33],"model":[34,250],"parameters":[35],"have":[36],"certain":[37],"features,":[38],"which":[39],"are":[40,186],"always":[41],"inconsistent":[42],"with":[43,140],"true":[45],"situation.":[46],"In":[47,219],"this":[48,158],"paper,":[49],"we":[50],"present":[51],"novel":[53],"data-driven":[54],"multi-channel":[55,160],"based":[59,236],"on":[60,237],"Convolutional":[61,239],"Sparse":[62,240],"Coding":[63,241],"(CSC)":[64],"2D":[66,88,141,150],"K-SVD.":[67],"We":[68,86,134,156],"partition":[69],"profile":[72],"into":[73,146,188],"low":[74],"high-frequency":[76,102,176,215],"segments,":[77],"addressing":[78],"CSC\u2019s":[79],"limitation":[80],"in":[81,94,131,175],"representing":[82],"low-frequency":[83,95,154,164],"components":[84,96,177,229],"effectively.":[85],"leverage":[87],"K-SVD":[89,139,151],"extracting":[91],"features":[93],"apply":[98,157],"CSC":[99,206],"segments.":[103],"Distinctively,":[104],"our":[105],"accounts":[107],"characteristics":[111],"within":[112],"both":[113,227],"frequency":[114,132,228],"bands":[115],"during":[116],"decomposition,":[117],"notable":[119],"advancement":[120],"over":[121],"conventional":[122,137,205],"filtering-based":[123],"techniques.":[124],"It":[125],"ensures":[126],"preserved":[128],"convolutional":[129,198],"relationship":[130],"separation.":[133],"1D":[138],"sample":[142],"patches,":[143],"evolving":[144],"it":[145],"more":[148,201],"adept":[149],"dictionary":[152,199],"components.":[155],"regularization,":[162],"enabling":[163],"deconvolution.":[167],"To":[168],"address":[169],"of":[172,193,226],"information":[173],"fragmentation":[174],"caused":[178],"by":[179],"block-based":[180],"sparse":[181],"coding,":[182],"orthogonal":[184,238],"constrains":[185],"added":[187],"feature":[190],"map":[191],"instead":[192],"image,":[195],"making":[196],"learning":[200],"precise":[202],"than":[203],"algorithm.":[207],"This":[208],"refinement":[209],"integral":[211],"optimizing":[213],"objective":[217],"function.":[218],"final":[221],"step,":[222],"an":[223],"iterative":[224],"processing":[225],"yields":[230],"refined":[232],"Multichannel":[233],"Seismic":[234],"Deconvolution":[235],"(MSD-oCSC).":[242],"Our":[243],"method\u2019s":[244],"efficacy":[245],"corroborated":[247],"through":[248],"rigorous":[249],"tests":[251],"real":[253],"applications.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}