{"id":"https://openalex.org/W2076970113","doi":"https://doi.org/10.1109/lgrs.2012.2212271","title":"Monochromatic Noise Removal via Sparsity-Enabled Signal Decomposition Method","display_name":"Monochromatic Noise Removal via Sparsity-Enabled Signal Decomposition Method","publication_year":2012,"publication_date":"2012-10-15","ids":{"openalex":"https://openalex.org/W2076970113","doi":"https://doi.org/10.1109/lgrs.2012.2212271","mag":"2076970113"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2012.2212271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2012.2212271","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5101605364","display_name":"Jin Xu","orcid":"https://orcid.org/0000-0003-0887-7619"},"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":"Jin Xu","raw_affiliation_strings":["Institute of Wave and Information, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","Sch. of Electron. & Inf. Eng., Xi'an JiaoTong Univ., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Institute of Wave and Information, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Sch. of Electron. & Inf. Eng., Xi'an JiaoTong Univ., Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112750653","display_name":"Wei Wang","orcid":"https://orcid.org/0009-0004-6868-205X"},"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":"Wei Wang","raw_affiliation_strings":["Institute of Wave and Information, Xi'an Jiaotong University, Xi'an, China","Sch. of Electron. & Inf. Eng., Xi'an JiaoTong Univ., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Institute of Wave and Information, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Sch. of Electron. & Inf. Eng., Xi'an JiaoTong Univ., 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":["Institute of Wave and Information, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","Sch. of Electron. & Inf. Eng., Xi'an JiaoTong Univ., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Institute of Wave and Information, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Sch. of Electron. & Inf. Eng., Xi'an JiaoTong Univ., Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100651080","display_name":"Wenchao Chen","orcid":"https://orcid.org/0000-0002-2686-067X"},"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":"Wenchao Chen","raw_affiliation_strings":["Institute of Wave and Information, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","Sch. of Electron. & Inf. Eng., Xi'an JiaoTong Univ., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Institute of Wave and Information, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Sch. of Electron. & Inf. Eng., Xi'an JiaoTong Univ., Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101605364"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":1.0857,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.76645605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"3","first_page":"533","last_page":"537"},"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":0.9994999766349792,"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/T11757","display_name":"Seismic Waves and Analysis","score":0.9988999962806702,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/monochromatic-color","display_name":"Monochromatic color","score":0.8774268627166748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6855406761169434},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6177194118499756},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.5733931064605713},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5424233078956604},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.491416335105896},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.4751037359237671},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.4661499261856079},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4442075788974762},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43401286005973816},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3626124858856201},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34026315808296204},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.15646806359291077},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12661084532737732},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10626006126403809},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10158100724220276}],"concepts":[{"id":"https://openalex.org/C40833965","wikidata":"https://www.wikidata.org/wiki/Q6901438","display_name":"Monochromatic color","level":2,"score":0.8774268627166748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6855406761169434},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6177194118499756},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.5733931064605713},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5424233078956604},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.491416335105896},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.4751037359237671},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.4661499261856079},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4442075788974762},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43401286005973816},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3626124858856201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34026315808296204},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.15646806359291077},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12661084532737732},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10626006126403809},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10158100724220276},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"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/lgrs.2012.2212271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2012.2212271","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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":27,"referenced_works":["https://openalex.org/W1610060839","https://openalex.org/W1976370567","https://openalex.org/W1981337995","https://openalex.org/W1986931325","https://openalex.org/W1994068946","https://openalex.org/W2005924717","https://openalex.org/W2029359498","https://openalex.org/W2031614119","https://openalex.org/W2040807781","https://openalex.org/W2055129369","https://openalex.org/W2059921811","https://openalex.org/W2070204827","https://openalex.org/W2074293300","https://openalex.org/W2082211353","https://openalex.org/W2092510621","https://openalex.org/W2101094424","https://openalex.org/W2103148459","https://openalex.org/W2111896212","https://openalex.org/W2116988482","https://openalex.org/W2129131372","https://openalex.org/W2134128809","https://openalex.org/W2140832824","https://openalex.org/W2154332973","https://openalex.org/W2154996879","https://openalex.org/W2171582290","https://openalex.org/W2372234658","https://openalex.org/W4214806317"],"related_works":["https://openalex.org/W2509614667","https://openalex.org/W2963293152","https://openalex.org/W4302199713","https://openalex.org/W4282026465","https://openalex.org/W2626027010","https://openalex.org/W2909469610","https://openalex.org/W2963562790","https://openalex.org/W2755006503","https://openalex.org/W1629841509","https://openalex.org/W1547276641"],"abstract_inverted_index":{"Monochromatic":[0],"noise":[1,32],"always":[2],"interferes":[3],"with":[4],"the":[5,8,13,30,53,68,99,105,124],"interpretation":[6],"of":[7,15,76,107,126],"seismic":[9,35,54,72,78],"signals":[10,79],"and":[11,80,98,117],"degrades":[12],"quality":[14],"subsurface":[16],"images":[17],"obtained":[18],"by":[19,104],"further":[20],"processes.":[21],"Conventional":[22],"methods":[23],"suffer":[24],"from":[25,52],"several":[26],"problems":[27],"in":[28,56,110],"detecting":[29],"monochromatic":[31,50],"automatically,":[33],"preserving":[34],"signals,":[36],"etc.":[37],"In":[38],"this":[39],"letter,":[40],"we":[41],"present":[42],"an":[43],"algorithm":[44],"that":[45,70],"can":[46],"remove":[47],"all":[48],"major":[49],"noises":[51],"traces":[55],"a":[57],"relatively":[58],"harmless":[59],"way.":[60],"Our":[61],"separation":[62,100],"model":[63],"is":[64,102],"set":[65],"up":[66],"upon":[67],"assumption":[69],"input":[71],"data":[73,119],"are":[74,91,120],"composed":[75],"useful":[77],"single-frequency":[81],"interferences.":[82],"Based":[83],"on":[84],"their":[85,111],"diverse":[86],"morphologies,":[87],"two":[88],"waveform":[89],"dictionaries":[90],"chosen":[92],"to":[93,122],"represent":[94],"each":[95],"component":[96],"sparsely,":[97],"process":[101],"promoted":[103],"sparsity":[106],"both":[108],"components":[109],"corresponding":[112],"representing":[113],"dictionaries.":[114],"Both":[115],"synthetic":[116],"field-shot":[118],"employed":[121],"illustrate":[123],"effectiveness":[125],"our":[127],"method.":[128]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}