{"id":"https://openalex.org/W4387010664","doi":"https://doi.org/10.1109/access.2023.3319268","title":"ADOM: ADMM-Based Optimization Model for Stripe Noise Removal in Remote Sensing Image","display_name":"ADOM: ADMM-Based Optimization Model for Stripe Noise Removal in Remote Sensing Image","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387010664","doi":"https://doi.org/10.1109/access.2023.3319268"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3319268","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3319268","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10262317.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10262317.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081965915","display_name":"Nam\u2010Won Kim","orcid":"https://orcid.org/0000-0002-1865-5537"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Namwon Kim","raw_affiliation_strings":["Department of Electrical Engineering, Korea University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-1865-5537","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101080169","display_name":"Seong-Soo Han","orcid":null},"institutions":[{"id":"https://openalex.org/I165507594","display_name":"Kangwon National University","ror":"https://ror.org/01mh5ph17","country_code":"KR","type":"education","lineage":["https://openalex.org/I165507594"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seong-Soo Han","raw_affiliation_strings":["Division of Liberal Studies, Kangwon National University, Samcheok, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Liberal Studies, Kangwon National University, Samcheok, South Korea","institution_ids":["https://openalex.org/I165507594"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039944209","display_name":"Chang\u2010Sung Jeong","orcid":"https://orcid.org/0000-0001-9654-8406"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chang-Sung Jeong","raw_affiliation_strings":["Department of Electrical Engineering, Korea University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081965915"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.1271,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.93495066,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"106587","last_page":"106606"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9994999766349792,"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"}},"topics":[{"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/computer-science","display_name":"Computer science","score":0.6678854823112488},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6204224228858948},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5616452097892761},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.4856366217136383},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.4664461314678192},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3668978214263916},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3496685028076172},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3251550793647766},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2587488293647766},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19255685806274414},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1048252284526825},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.08533665537834167}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6678854823112488},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6204224228858948},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5616452097892761},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.4856366217136383},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.4664461314678192},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3668978214263916},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3496685028076172},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3251550793647766},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2587488293647766},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19255685806274414},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1048252284526825},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08533665537834167},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3319268","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3319268","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10262317.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b1d20f12713f4d25b2a9e233980966cd","is_oa":true,"landing_page_url":"https://doaj.org/article/b1d20f12713f4d25b2a9e233980966cd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 106587-106606 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3319268","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3319268","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10262317.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322114","display_name":"Korea Aerospace Research Institute","ror":"https://ror.org/037pqnq23"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387010664.pdf","grobid_xml":"https://content.openalex.org/works/W4387010664.grobid-xml"},"referenced_works_count":88,"referenced_works":["https://openalex.org/W1967231175","https://openalex.org/W1968926700","https://openalex.org/W1970140330","https://openalex.org/W1994040806","https://openalex.org/W1998030312","https://openalex.org/W2034671455","https://openalex.org/W2055678260","https://openalex.org/W2056263357","https://openalex.org/W2067291138","https://openalex.org/W2074846506","https://openalex.org/W2081115508","https://openalex.org/W2082590963","https://openalex.org/W2085625911","https://openalex.org/W2086600055","https://openalex.org/W2107799335","https://openalex.org/W2110940063","https://openalex.org/W2127141393","https://openalex.org/W2127938081","https://openalex.org/W2133132088","https://openalex.org/W2136604679","https://openalex.org/W2146842127","https://openalex.org/W2151730289","https://openalex.org/W2153717194","https://openalex.org/W2154419385","https://openalex.org/W2156366154","https://openalex.org/W2165802701","https://openalex.org/W2167799103","https://openalex.org/W2198758591","https://openalex.org/W2326587421","https://openalex.org/W2464748116","https://openalex.org/W2512351403","https://openalex.org/W2515271729","https://openalex.org/W2548791488","https://openalex.org/W2615331742","https://openalex.org/W2734118241","https://openalex.org/W2735711969","https://openalex.org/W2761333220","https://openalex.org/W2764276316","https://openalex.org/W2778532031","https://openalex.org/W2788309473","https://openalex.org/W2789332808","https://openalex.org/W2789621565","https://openalex.org/W2805465265","https://openalex.org/W2806155925","https://openalex.org/W2883181864","https://openalex.org/W2891915458","https://openalex.org/W2901913663","https://openalex.org/W2911954321","https://openalex.org/W2912083599","https://openalex.org/W2914736033","https://openalex.org/W2929906481","https://openalex.org/W2936995161","https://openalex.org/W2953843381","https://openalex.org/W2962747489","https://openalex.org/W2964179170","https://openalex.org/W2972301798","https://openalex.org/W2977424732","https://openalex.org/W2985243967","https://openalex.org/W2996085728","https://openalex.org/W2996620758","https://openalex.org/W3017506038","https://openalex.org/W3092580658","https://openalex.org/W3098435832","https://openalex.org/W3098834274","https://openalex.org/W3103919952","https://openalex.org/W3104825134","https://openalex.org/W3120342934","https://openalex.org/W3126553045","https://openalex.org/W3134334503","https://openalex.org/W3136761610","https://openalex.org/W3205849499","https://openalex.org/W3206165964","https://openalex.org/W3207822085","https://openalex.org/W4206900989","https://openalex.org/W4210794570","https://openalex.org/W4244806533","https://openalex.org/W4285059972","https://openalex.org/W4285107171","https://openalex.org/W4292363360","https://openalex.org/W4293731865","https://openalex.org/W4293732117","https://openalex.org/W4297965251","https://openalex.org/W4320002718","https://openalex.org/W4372054951","https://openalex.org/W4380450878","https://openalex.org/W4385153984","https://openalex.org/W6672700378","https://openalex.org/W6761030284"],"related_works":["https://openalex.org/W286105939","https://openalex.org/W3217415483","https://openalex.org/W4285677055","https://openalex.org/W3104770499","https://openalex.org/W1992731528","https://openalex.org/W2007843488","https://openalex.org/W1994436307","https://openalex.org/W1987021796","https://openalex.org/W2795565301","https://openalex.org/W4387886124"],"abstract_inverted_index":{"Remote":[0],"sensing":[1],"images":[2],"(RSI)":[3],"are":[4],"useful":[5],"for":[6,63,75,84,92,115,126,194,229],"various":[7],"tasks":[8],"such":[9],"as":[10],"Earth":[11],"observation":[12],"and":[13,88,121,154,163,184,201,233],"climate":[14],"change.":[15],"However,":[16],"RSI":[17],"may":[18,38],"suffer":[19],"from":[20,80],"stripe":[21,36,64,77,85,101,117,128,139,198],"noise":[22,37,65,78,86,102,118,129,140,199],"due":[23],"to":[24,99,142,239],"physical":[25],"limitations":[26],"in":[27,42,67,97],"sensor":[28],"systems.":[29],"Therefore,":[30],"image":[31,83,144,235],"destriping":[32,242],"is":[33],"essential,":[34],"since":[35],"cause":[39],"serious":[40],"problems":[41],"real":[43,234],"applications.":[44],"In":[45,104,131,166],"this":[46],"paper,":[47],"we":[48,70,108,136,171],"shall":[49,109],"present":[50],"a":[51,111,191],"new":[52],"Alternating":[53],"Direction":[54],"method":[55],"of":[56,231],"multipliers":[57],"(ADMM)-based":[58],"Optimization":[59],"Model,":[60],"called":[61],"ADOM":[62,225],"removal":[66],"RSI.":[68],"First,":[69],"formulate":[71],"an":[72,122],"optimization":[73,90,95,106,173,213],"function":[74,96],"finding":[76,197],"components":[79],"the":[81,94,105,132,143,160,167,202,208,217,240],"observed":[82],"removal,":[87],"then":[89],"process":[91,174],"solving":[93],"order":[98],"extract":[100],"component.":[103],"process,":[107],"propose":[110],"weight-based":[112,133],"detection":[113,134],"strategy":[114,125],"efficient":[116],"component":[119],"capture,":[120],"ADMM-based":[123,168],"acceleration":[124,169],"fast":[127],"removal.":[130],"strategy,":[135,170],"effectively":[137],"detect":[138],"similar":[141],"details":[145],"by":[146,151,175,206,215],"using":[147,176,207],"weighted":[148],"norm":[149,153,156],"generated":[150],"adjusting":[152],"group":[155],"weights":[157],"based":[158],"on":[159],"momentum":[161,209],"coefficient":[162,210],"residual":[164],"parameter.":[165],"accelerate":[172],"two":[177],"control":[178,183],"strategies:":[179],"evidence-based":[180],"starting":[181,192],"point":[182,193],"momentum-based":[185],"step-size":[186],"control.":[187],"The":[188],"former":[189],"provides":[190],"more":[195],"accurately":[196],"component,":[200],"latter":[203],"accelerates":[204],"convergence":[205],"while":[211],"providing":[212],"stability":[214],"exploiting":[216],"damping":[218],"coefficient.":[219],"Our":[220],"experimental":[221],"results":[222],"show":[223],"that":[224],"achieves":[226],"better":[227],"performance":[228],"both":[230],"simulated":[232],"data":[236],"sets":[237],"compared":[238],"other":[241],"models.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":14}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}