{"id":"https://openalex.org/W4380987587","doi":"https://doi.org/10.1109/tgrs.2023.3286791","title":"Coherent Noise Attenuation by Kurtosis-Guided Adaptive Dictionary Learning Based on Variational Sparse Representation","display_name":"Coherent Noise Attenuation by Kurtosis-Guided Adaptive Dictionary Learning Based on Variational Sparse Representation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4380987587","doi":"https://doi.org/10.1109/tgrs.2023.3286791"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2023.3286791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3286791","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/A5101651557","display_name":"Zixiang Zhou","orcid":"https://orcid.org/0000-0002-6875-9422"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zixiang Zhou","raw_affiliation_strings":["Key Laboratory of Exploration Technologies for Oil and Gas Resources of Ministry of Education and the College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Exploration Technologies for Oil and Gas Resources of Ministry of Education and the College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","institution_ids":["https://openalex.org/I177739611"]},{"raw_affiliation_string":"College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018916500","display_name":"Min Bai","orcid":null},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Bai","raw_affiliation_strings":["Key Laboratory of Exploration Technologies for Oil and Gas Resources of Ministry of Education and the College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Exploration Technologies for Oil and Gas Resources of Ministry of Education and the College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","institution_ids":["https://openalex.org/I177739611"]},{"raw_affiliation_string":"College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100753755","display_name":"Juan Wu","orcid":"https://orcid.org/0000-0002-5064-1987"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Wu","raw_affiliation_strings":["Key Laboratory of Exploration Technologies for Oil and Gas Resources of Ministry of Education and the College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Exploration Technologies for Oil and Gas Resources of Ministry of Education and the College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","institution_ids":["https://openalex.org/I177739611"]},{"raw_affiliation_string":"College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100639750","display_name":"Yang Cui","orcid":"https://orcid.org/0009-0008-4685-9458"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Cui","raw_affiliation_strings":["Key Laboratory of Exploration Technologies for Oil and Gas Resources of Ministry of Education and the College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Exploration Technologies for Oil and Gas Resources of Ministry of Education and the College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","institution_ids":["https://openalex.org/I177739611"]},{"raw_affiliation_string":"College of Geophysics and Petroleum Resources, Yangtze University, Wuhan, China","institution_ids":["https://openalex.org/I177739611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101651557"],"corresponding_institution_ids":["https://openalex.org/I177739611"],"apc_list":null,"apc_paid":null,"fwci":2.6078,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88667049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"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":1.0,"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":1.0,"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/T11757","display_name":"Seismic Waves and Analysis","score":0.9994000196456909,"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":0.9984999895095825,"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/kurtosis","display_name":"Kurtosis","score":0.831368088722229},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.7754215002059937},{"id":"https://openalex.org/keywords/k-svd","display_name":"K-SVD","score":0.7688720226287842},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6414925456047058},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.613404393196106},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6058964729309082},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.518215000629425},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45294660329818726},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4472367763519287},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42655301094055176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40735161304473877},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24809294939041138},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08945363759994507},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08103334903717041}],"concepts":[{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.831368088722229},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.7754215002059937},{"id":"https://openalex.org/C154771677","wikidata":"https://www.wikidata.org/wiki/Q17098361","display_name":"K-SVD","level":3,"score":0.7688720226287842},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6414925456047058},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.613404393196106},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6058964729309082},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.518215000629425},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45294660329818726},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4472367763519287},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42655301094055176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40735161304473877},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24809294939041138},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08945363759994507},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08103334903717041},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2023.3286791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3286791","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/G3510153579","display_name":null,"funder_award_id":"2021CFB498","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G5585391480","display_name":null,"funder_award_id":"42174159","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G974241894","display_name":null,"funder_award_id":"41904110","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/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1923938124","https://openalex.org/W1973540739","https://openalex.org/W1981607562","https://openalex.org/W2011510652","https://openalex.org/W2016572604","https://openalex.org/W2020205028","https://openalex.org/W2042772754","https://openalex.org/W2059407300","https://openalex.org/W2070000505","https://openalex.org/W2076393573","https://openalex.org/W2077390832","https://openalex.org/W2097323375","https://openalex.org/W2100864161","https://openalex.org/W2115528090","https://openalex.org/W2116892352","https://openalex.org/W2121166329","https://openalex.org/W2124983255","https://openalex.org/W2131184796","https://openalex.org/W2153663612","https://openalex.org/W2160547390","https://openalex.org/W2160814043","https://openalex.org/W2168396269","https://openalex.org/W2170860899","https://openalex.org/W2182747765","https://openalex.org/W2271808722","https://openalex.org/W2324936197","https://openalex.org/W2329945299","https://openalex.org/W2412205031","https://openalex.org/W2416739439","https://openalex.org/W2468203014","https://openalex.org/W2579302569","https://openalex.org/W2602807606","https://openalex.org/W2606702122","https://openalex.org/W2750416835","https://openalex.org/W2763070725","https://openalex.org/W2785546602","https://openalex.org/W2792375645","https://openalex.org/W2887874867","https://openalex.org/W2899651173","https://openalex.org/W2913147518","https://openalex.org/W2979748621","https://openalex.org/W3012526397","https://openalex.org/W3102755745","https://openalex.org/W3112872925","https://openalex.org/W3129028618","https://openalex.org/W3155422166","https://openalex.org/W3175028147","https://openalex.org/W3198159016","https://openalex.org/W3201407730","https://openalex.org/W4206464250","https://openalex.org/W4297310210","https://openalex.org/W6675395084"],"related_works":["https://openalex.org/W2099321050","https://openalex.org/W2890952311","https://openalex.org/W2047275718","https://openalex.org/W2509955295","https://openalex.org/W2034957211","https://openalex.org/W110819671","https://openalex.org/W2388952560","https://openalex.org/W2149282631","https://openalex.org/W2011611369","https://openalex.org/W2204991413"],"abstract_inverted_index":{"In":[0,29],"seismic":[1,27,84,96,182,195,214],"data":[2],"denoising,":[3],"coherent":[4,20,46,192],"noise":[5,21,47,193],"is":[6,22,38,75,187,205],"usually":[7,134],"challenging":[8],"to":[9,31,40,76,100,116,123,169,176,189],"remove":[10],"because":[11],"it":[12,37,88],"has":[13],"similar":[14],"features":[15,44,93],"with":[16,130,144,160],"signal.":[17,157],"Therefore,":[18],"attenuating":[19],"of":[23,45,94,104,151,179,201,209],"great":[24],"importance":[25],"for":[26],"data.":[28,196,215],"order":[30],"obtain":[32],"a":[33,57],"good":[34],"denoising":[35,52,199],"result,":[36],"necessary":[39],"fully":[41],"consider":[42],"the":[43,50,71,83,92,95,102,110,118,171,177,180,191,198,202],"and":[48,120,138,154,184,212],"choose":[49],"appropriate":[51],"methods.":[53],"Here,":[54],"we":[55,108],"propose":[56],"kurtosis-guided":[58],"adaptive":[59],"dictionary":[60,79,119,173,186],"learning":[61],"(KGADL)":[62],"algorithm":[63,115],"based":[64],"on":[65,82],"variational":[66,72],"sparse":[67,73,105],"representation":[68,74],"model.":[69],"First,":[70],"construct":[77],"initial":[78],"that":[80,87,174],"depends":[81],"data,":[85,97,183],"so":[86,98],"can":[89],"accurately":[90],"contain":[91],"as":[99],"improve":[101],"accuracy":[103],"representation.":[106],"Then,":[107],"use":[109],"K-singular":[111],"value":[112],"decomposition":[113],"(K-SVD)":[114],"update":[117],"introduce":[121],"kurtosis":[122,132,146,162],"measure":[124],"each":[125],"atom":[126],"after":[127],"updating.":[128],"Atoms":[129],"high":[131],"values":[133,147,163],"exhibit":[135],"strong":[136],"irregularities":[137],"are":[139,155,167],"considered":[140,156],"noise,":[141],"while":[142],"atoms":[143,159],"low":[145,161],"have":[148],"more":[149],"feature":[150],"valid":[152,165],"waves":[153],"The":[158],"characterizing":[164],"signal":[166],"retained":[168],"get":[170],"special":[172],"adapts":[175],"complexity":[178],"input":[181],"this":[185],"used":[188],"suppress":[190],"in":[194],"Finally,":[197],"performance":[200],"proposed":[203],"method":[204],"illustrated":[206],"by":[207],"examples":[208],"both":[210],"synthetic":[211],"field":[213]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
