{"id":"https://openalex.org/W2937694781","doi":"https://doi.org/10.1109/jstars.2019.2906360","title":"Seismic Random Noise Attenuation Using Sparse Low-Rank Estimation of the Signal in the Time\u2013Frequency Domain","display_name":"Seismic Random Noise Attenuation Using Sparse Low-Rank Estimation of the Signal in the Time\u2013Frequency Domain","publication_year":2019,"publication_date":"2019-04-16","ids":{"openalex":"https://openalex.org/W2937694781","doi":"https://doi.org/10.1109/jstars.2019.2906360","mag":"2937694781"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2019.2906360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2019.2906360","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5042432101","display_name":"Rasoul Anvari","orcid":"https://orcid.org/0000-0003-3093-0340"},"institutions":[{"id":"https://openalex.org/I176861719","display_name":"University of Shahrood","ror":"https://ror.org/00yqvtm78","country_code":"IR","type":"education","lineage":["https://openalex.org/I176861719"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Rasoul Anvari","raw_affiliation_strings":["School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran"],"raw_orcid":"https://orcid.org/0000-0003-3093-0340","affiliations":[{"raw_affiliation_string":"School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran","institution_ids":["https://openalex.org/I176861719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052199848","display_name":"Amin Roshandel Kahoo","orcid":"https://orcid.org/0000-0002-2214-2558"},"institutions":[{"id":"https://openalex.org/I176861719","display_name":"University of Shahrood","ror":"https://ror.org/00yqvtm78","country_code":"IR","type":"education","lineage":["https://openalex.org/I176861719"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amin Roshandel Kahoo","raw_affiliation_strings":["School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran"],"raw_orcid":"https://orcid.org/0000-0002-2214-2558","affiliations":[{"raw_affiliation_string":"School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran","institution_ids":["https://openalex.org/I176861719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012491705","display_name":"Mokhtar Mohammadi","orcid":"https://orcid.org/0000-0002-1393-5062"},"institutions":[{"id":"https://openalex.org/I4210118815","display_name":"University of Human Development","ror":"https://ror.org/02jz38b76","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210118815"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mokhtar Mohammadi","raw_affiliation_strings":["Department of Information Technology, University of Human Development, Sulaymaniyah, Iraq"],"raw_orcid":"https://orcid.org/0000-0002-1393-5062","affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Human Development, Sulaymaniyah, Iraq","institution_ids":["https://openalex.org/I4210118815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005227024","display_name":"Nabeel Ali Khan","orcid":"https://orcid.org/0000-0002-4977-6075"},"institutions":[{"id":"https://openalex.org/I152236710","display_name":"Foundation University Islamabad","ror":"https://ror.org/0130a6s10","country_code":"PK","type":"education","lineage":["https://openalex.org/I152236710"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nabeel Ali Khan","raw_affiliation_strings":["Department of Electrical Engineering, Foundation University, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-4977-6075","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Foundation University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I152236710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019972279","display_name":"Yangkang Chen","orcid":"https://orcid.org/0000-0001-6429-4261"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangkang Chen","raw_affiliation_strings":["Department School of Earth Sciences, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department School of Earth Sciences, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":2.641,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.92120678,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"12","issue":"5","first_page":"1612","last_page":"1618"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9995999932289124,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9983000159263611,"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":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5170936584472656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5085123777389526},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5061160922050476},{"id":"https://openalex.org/keywords/low-rank-approximation","display_name":"Low-rank approximation","score":0.4706753194332123},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.46218928694725037},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.4511588513851166},{"id":"https://openalex.org/keywords/singular-spectrum-analysis","display_name":"Singular spectrum analysis","score":0.4180728793144226},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39528509974479675},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3424186408519745},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.33159327507019043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22633346915245056},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1039152443408966},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08836504817008972},{"id":"https://openalex.org/keywords/hankel-matrix","display_name":"Hankel matrix","score":0.07828816771507263}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5170936584472656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5085123777389526},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5061160922050476},{"id":"https://openalex.org/C90199385","wikidata":"https://www.wikidata.org/wiki/Q6692777","display_name":"Low-rank approximation","level":3,"score":0.4706753194332123},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.46218928694725037},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.4511588513851166},{"id":"https://openalex.org/C136272165","wikidata":"https://www.wikidata.org/wiki/Q4048889","display_name":"Singular spectrum analysis","level":3,"score":0.4180728793144226},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39528509974479675},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3424186408519745},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.33159327507019043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22633346915245056},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1039152443408966},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08836504817008972},{"id":"https://openalex.org/C25023664","wikidata":"https://www.wikidata.org/wiki/Q1575637","display_name":"Hankel matrix","level":2,"score":0.07828816771507263}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jstars.2019.2906360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2019.2906360","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1198001218","https://openalex.org/W1996442864","https://openalex.org/W2007938736","https://openalex.org/W2017304912","https://openalex.org/W2031993275","https://openalex.org/W2042682930","https://openalex.org/W2047071281","https://openalex.org/W2083138589","https://openalex.org/W2086288874","https://openalex.org/W2093762864","https://openalex.org/W2098352720","https://openalex.org/W2117481741","https://openalex.org/W2129657353","https://openalex.org/W2132454757","https://openalex.org/W2132978155","https://openalex.org/W2138354688","https://openalex.org/W2141953966","https://openalex.org/W2142077116","https://openalex.org/W2152582233","https://openalex.org/W2158954093","https://openalex.org/W2159080051","https://openalex.org/W2160814043","https://openalex.org/W2214177029","https://openalex.org/W2280613569","https://openalex.org/W2282024151","https://openalex.org/W2294362001","https://openalex.org/W2294674895","https://openalex.org/W2403089413","https://openalex.org/W2555800441","https://openalex.org/W2579302569","https://openalex.org/W2606536852","https://openalex.org/W2744992965","https://openalex.org/W2761957091","https://openalex.org/W2790872084","https://openalex.org/W2951715301","https://openalex.org/W2962829619","https://openalex.org/W3100639561","https://openalex.org/W4236430992","https://openalex.org/W6681016373","https://openalex.org/W6683239403","https://openalex.org/W6688334558","https://openalex.org/W6732419456"],"related_works":["https://openalex.org/W2038393145","https://openalex.org/W2133587243","https://openalex.org/W1997246199","https://openalex.org/W2147072251","https://openalex.org/W2155332744","https://openalex.org/W2002598080","https://openalex.org/W1997120656","https://openalex.org/W2721481757","https://openalex.org/W2138650361","https://openalex.org/W4094001"],"abstract_inverted_index":{"Suppression":[0],"of":[1,28,62,139,162,171],"random":[2,124],"noise":[3,125,180],"in":[4,136],"seismic":[5,31,99,120,130],"data":[6],"is":[7,33,40,66,101],"a":[8,14,36,45,118,127],"challenging":[9],"preprocessing":[10],"task.":[11],"We":[12,111],"propose":[13],"new":[15],"denoising":[16],"method,":[17],"which":[18],"includes":[19],"the":[20,24,29,54,59,63,70,80,85,89,94,98,105,113,137,160,163,169,172,177],"following":[21],"steps.":[22],"First,":[23],"short-time":[25],"Fourier":[26],"transform":[27],"noisy":[30],"signal":[32,100],"computed.":[34],"Then,":[35],"sparse":[37,107],"low-rank":[38,108],"matrix":[39],"estimated":[41,106],"based":[42,57,103],"on":[43,58,104],"solving":[44],"nonconvex":[46,74],"penalty":[47,55,71,75],"function.":[48,72],"A":[49],"threshold":[50],"function":[51,56,76,91],"associated":[52],"with":[53],"optimal":[60,86],"shrinkage":[61,87],"singular":[64,95,152],"values":[65],"employed":[67],"to":[68,79,92,158,176],"solve":[69],"The":[73,141,166],"induces":[77],"sparsity":[78],"time-frequency":[81],"(TF)":[82],"matrix,":[83],"and":[84,126,149],"optimizes":[88],"thresholding":[90],"extract":[93],"values.":[96],"Finally,":[97],"synthesized":[102],"TF":[109],"matrix.":[110],"evaluate":[112],"proposed":[114,164,173],"method":[115,174],"by":[116,123],"using":[117],"synthetic":[119],"section":[121],"contaminated":[122],"prestack":[128],"real":[129],"dataset":[131],"from":[132],"an":[133],"oil":[134],"field":[135],"southwest":[138],"Iran.":[140],"synchrosqueezed":[142,145],"wavelet":[143,146],"transform-OptShrink,":[144],"transform-Go":[147],"Decomposition,":[148],"classical":[150],"f-x":[151],"spectrum":[153],"analysis":[154],"methods":[155],"are":[156],"selected":[157],"compare":[159],"performance":[161],"method.":[165],"results":[167],"indicate":[168],"superiority":[170],"compared":[175],"other":[178],"state-of-the-art":[179],"suppression":[181],"methods.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}