{"id":"https://openalex.org/W4385237229","doi":"https://doi.org/10.1109/tgrs.2023.3298679","title":"Attenuation of Seismic Random Noise With Unknown Distribution: A Gaussianization Framework","display_name":"Attenuation of Seismic Random Noise With Unknown Distribution: A Gaussianization Framework","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385237229","doi":"https://doi.org/10.1109/tgrs.2023.3298679"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2023.3298679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3298679","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/A5033209812","display_name":"Chuangji Meng","orcid":"https://orcid.org/0000-0002-4663-4645"},"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":true,"raw_author_name":"Chuangji Meng","raw_affiliation_strings":["School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-4663-4645","affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077552109","display_name":"Jinghuai Gao","orcid":"https://orcid.org/0000-0002-0448-8555"},"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":"Jinghuai Gao","raw_affiliation_strings":["School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-0448-8555","affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044599355","display_name":"Yajun Tian","orcid":"https://orcid.org/0000-0003-0237-0657"},"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":"Yajun Tian","raw_affiliation_strings":["School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-0237-0657","affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101481594","display_name":"Liang Zhao","orcid":"https://orcid.org/0000-0002-7020-2068"},"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":"Liang Zhao","raw_affiliation_strings":["School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012537241","display_name":"Haoqi Zhao","orcid":"https://orcid.org/0000-0002-5464-5045"},"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":"Haoqi Zhao","raw_affiliation_strings":["School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-5464-5045","affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102712365","display_name":"Zhiqiang Wang","orcid":"https://orcid.org/0000-0002-6806-6255"},"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":"Zhiqiang Wang","raw_affiliation_strings":["School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-6806-6255","affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5033209812"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":1.3702,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77538131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"61","issue":null,"first_page":"1","last_page":"15"},"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/T11757","display_name":"Seismic Waves and Analysis","score":0.9977999925613403,"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/T11698","display_name":"Underwater Acoustics Research","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.7090873718261719},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.6951591968536377},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.5395442843437195},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5288734436035156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5250040292739868},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5200283527374268},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4012707471847534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26715999841690063},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09066003561019897}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.7090873718261719},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.6951591968536377},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.5395442843437195},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5288734436035156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5250040292739868},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5200283527374268},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4012707471847534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26715999841690063},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09066003561019897},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2023.3298679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3298679","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/G2286357082","display_name":null,"funder_award_id":"2020YFA0713403","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7685781024","display_name":null,"funder_award_id":"2020YFA0713400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1901129140","https://openalex.org/W1902087305","https://openalex.org/W1959608418","https://openalex.org/W1973540739","https://openalex.org/W1997837299","https://openalex.org/W2002777061","https://openalex.org/W2006221457","https://openalex.org/W2020205028","https://openalex.org/W2021734622","https://openalex.org/W2053680102","https://openalex.org/W2056370875","https://openalex.org/W2076393573","https://openalex.org/W2087416986","https://openalex.org/W2115528090","https://openalex.org/W2136035751","https://openalex.org/W2138507544","https://openalex.org/W2141953966","https://openalex.org/W2165412225","https://openalex.org/W2403089413","https://openalex.org/W2508457857","https://openalex.org/W2518468762","https://openalex.org/W2556875598","https://openalex.org/W2571047004","https://openalex.org/W2579302569","https://openalex.org/W2620739668","https://openalex.org/W2744992965","https://openalex.org/W2764207251","https://openalex.org/W2902519853","https://openalex.org/W2904005001","https://openalex.org/W2958903376","https://openalex.org/W2965510524","https://openalex.org/W2970318705","https://openalex.org/W2975022506","https://openalex.org/W3003534375","https://openalex.org/W3015386791","https://openalex.org/W3033208643","https://openalex.org/W3033557345","https://openalex.org/W3042090478","https://openalex.org/W3087783885","https://openalex.org/W3104436273","https://openalex.org/W3118476727","https://openalex.org/W3121941308","https://openalex.org/W3124904610","https://openalex.org/W3127321801","https://openalex.org/W3128450524","https://openalex.org/W3164561618","https://openalex.org/W3167568784","https://openalex.org/W3193059835","https://openalex.org/W3196862543","https://openalex.org/W3198883669","https://openalex.org/W3203590351","https://openalex.org/W3212329611","https://openalex.org/W4205599898","https://openalex.org/W4207043770","https://openalex.org/W4210412296","https://openalex.org/W4226353337","https://openalex.org/W4285201903","https://openalex.org/W4285256183","https://openalex.org/W4289537391","https://openalex.org/W4320013936","https://openalex.org/W6631190155","https://openalex.org/W6639824700","https://openalex.org/W6640963894","https://openalex.org/W6767022471","https://openalex.org/W6788677503"],"related_works":["https://openalex.org/W1970319972","https://openalex.org/W3034789145","https://openalex.org/W4367628250","https://openalex.org/W2572355887","https://openalex.org/W2327107878","https://openalex.org/W2953254336","https://openalex.org/W2112030392","https://openalex.org/W1526760723","https://openalex.org/W2171117985","https://openalex.org/W2012356576"],"abstract_inverted_index":{"Random":[0,51],"noise":[1,16,26,32,59,90,114,139,172],"attenuation":[2,27],"is":[3,17,34],"a":[4,23,38,47,120,193],"critical":[5],"step":[6],"in":[7],"seismic":[8,86,133,148,156,190],"data":[9,87],"processing.":[10],"Since":[11],"the":[12,30,66,75,89,95,113,116,144,180,186],"distribution":[13,33,93,118,175],"of":[14,91,115,155,168,182,188],"field":[15,122],"complex":[18],"and":[19,69,163,177],"unknown,":[20],"this":[21,43],"poses":[22],"challenge":[24],"to":[25,56,94,112],"methods":[28],"where":[29],"default":[31],"known,":[35],"such":[36],"as":[37],"Gaussian":[39,70,99,138],"distribution.":[40,62],"To":[41],"address":[42],"issue,":[44],"we":[45,151],"propose":[46],"method":[48],"called":[49],"Seismic":[50],"Noise":[52],"Gaussianization":[53,67,80],"Framework":[54],"(SRNGF)":[55],"attenuate":[57],"random":[58],"with":[60,82,88,173],"unknown":[61,92,117,174],"Specifically,":[63],"SRNGF":[64,142,162,184],"couples":[65],"subproblem":[68,72],"denoising":[71,126],"based":[73],"on":[74,119,171],"Plug-and-Play":[76],"(PaP)":[77],"framework.":[78],"The":[79,101,124],"submodule":[81],"learnable":[83,102],"parameters":[84,103],"maps":[85],"one":[96],"corrupted":[97],"by":[98,132,192],"noise.":[100],"can":[104,129],"be":[105,130],"updated":[106],"through":[107],"unsupervised":[108],"online":[109],"training":[110],"according":[111],"single":[121],"data.":[123,149],"gaussian":[125],"submodule,":[127],"which":[128],"replaced":[131],"denoiser,":[134],"aims":[135],"only":[136],"for":[137,147],"removal,":[140],"making":[141],"incorporate":[143,152],"denoiser":[145,191],"prior":[146],"Thus,":[150],"different":[153],"kinds":[154],"(non-deep/deep":[157],"learning":[158],"(DL))":[159],"denoisers":[160],"into":[161],"give":[164],"their":[165],"corresponding":[166],"implementations":[167],"SRNGF.":[169,183],"Experiments":[170],"qualitatively":[176],"quantitatively":[178],"validate":[179],"superiority":[181],"improves":[185],"results":[187],"non-DL/DL":[189],"large":[194],"margin.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}