{"id":"https://openalex.org/W4408858332","doi":"https://doi.org/10.1109/jstars.2025.3554490","title":"Noise Removal from Images of Lunar Areas in Permanent Shadow Using a Combination of Physical Noise Models and Deep Learning","display_name":"Noise Removal from Images of Lunar Areas in Permanent Shadow Using a Combination of Physical Noise Models and Deep Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408858332","doi":"https://doi.org/10.1109/jstars.2025.3554490"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3554490","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3554490","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":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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/jstars.2025.3554490","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063694450","display_name":"Haiyan Pan","orcid":"https://orcid.org/0009-0004-5565-3022"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyan Pan","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0004-5565-3022","affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687671","display_name":"Binbin Chen","orcid":"https://orcid.org/0000-0002-3540-1053"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binbin Chen","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029816082","display_name":"Zhonghua Hong","orcid":"https://orcid.org/0000-0003-0045-1066"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhonghua Hong","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0045-1066","affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101612255","display_name":"Ruyan Zhou","orcid":"https://orcid.org/0000-0003-4044-2340"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruyan Zhou","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4044-2340","affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639305","display_name":"Yun Zhang","orcid":"https://orcid.org/0000-0003-4367-8674"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Zhang","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4367-8674","affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021543762","display_name":"Yanling Han","orcid":"https://orcid.org/0000-0002-0682-9157"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanling Han","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0682-9157","affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jiang Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Tao","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I44675526"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.6866,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83524263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"18","issue":null,"first_page":"10307","last_page":"10319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10406","display_name":"Planetary Science and Exploration","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10406","display_name":"Planetary Science and Exploration","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13126","display_name":"Scientific Research and Discoveries","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14214","display_name":"Space Exploration and Technology","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/noise","display_name":"Noise (video)","score":0.6651816368103027},{"id":"https://openalex.org/keywords/shadow","display_name":"Shadow (psychology)","score":0.6569196581840515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5536398887634277},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48523783683776855},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4777052402496338},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.4250052571296692},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3771389126777649},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3763878345489502},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3724564015865326},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.26565608382225037},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15364030003547668},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11396986246109009}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6651816368103027},{"id":"https://openalex.org/C117797892","wikidata":"https://www.wikidata.org/wiki/Q286363","display_name":"Shadow (psychology)","level":2,"score":0.6569196581840515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5536398887634277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48523783683776855},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4777052402496338},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.4250052571296692},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3771389126777649},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3763878345489502},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3724564015865326},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.26565608382225037},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15364030003547668},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11396986246109009},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3554490","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3554490","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":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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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"},{"id":"pmh:oai:doaj.org/article:472853ded9064bc2b51ff50b96ba0c04","is_oa":true,"landing_page_url":"https://doaj.org/article/472853ded9064bc2b51ff50b96ba0c04","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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 10307-10319 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3554490","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3554490","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":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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8783240088","display_name":null,"funder_award_id":"42241164","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1713587737","https://openalex.org/W1901129140","https://openalex.org/W1977725648","https://openalex.org/W2020169086","https://openalex.org/W2048695508","https://openalex.org/W2113131123","https://openalex.org/W2117586409","https://openalex.org/W2133665775","https://openalex.org/W2136396015","https://openalex.org/W2159558889","https://openalex.org/W2508457857","https://openalex.org/W2571662414","https://openalex.org/W2743529218","https://openalex.org/W2799265886","https://openalex.org/W2888388222","https://openalex.org/W2902857081","https://openalex.org/W2956015785","https://openalex.org/W2963725279","https://openalex.org/W2963925437","https://openalex.org/W2966431607","https://openalex.org/W2972158684","https://openalex.org/W2980876396","https://openalex.org/W3015788359","https://openalex.org/W3034239311","https://openalex.org/W3034539499","https://openalex.org/W3087910042","https://openalex.org/W3094502228","https://openalex.org/W3136416617","https://openalex.org/W3138516171","https://openalex.org/W3180796267","https://openalex.org/W3200631163","https://openalex.org/W4214493665","https://openalex.org/W4214745154","https://openalex.org/W4254978452","https://openalex.org/W4312812783","https://openalex.org/W4382239527","https://openalex.org/W4389666313","https://openalex.org/W4390011933","https://openalex.org/W4390990495","https://openalex.org/W4400229871","https://openalex.org/W6726381175","https://openalex.org/W6739901393","https://openalex.org/W6749271710","https://openalex.org/W6852073861"],"related_works":["https://openalex.org/W2327107878","https://openalex.org/W2171117985","https://openalex.org/W1526760723","https://openalex.org/W2012356576","https://openalex.org/W2126659863","https://openalex.org/W3112120395","https://openalex.org/W4385670989","https://openalex.org/W2102487628","https://openalex.org/W2009680848","https://openalex.org/W2150465873"],"abstract_inverted_index":{"The":[0,63,85,146,164],"permanently":[1,17],"shadowed":[2],"regions":[3,14],"(PSRs)":[4],"of":[5,29,60,72,111,129,137,212],"the":[6,11,41,68,119,127,134,138,162,186,206,210],"Moon":[7],"are":[8,16,32,74],"located":[9],"at":[10],"Moon's":[12],"polar":[13],"that":[15,70,185],"in":[18,67,169,192],"shadow":[19],"due":[20],"to":[21,24,125,133,160,208],"their":[22],"inability":[23],"receive":[25],"direct":[26],"sunlight.":[27],"Images":[28],"these":[30],"areas":[31],"usually":[33],"dark":[34],"and":[35,82,94,115,156,177,196,200,216],"significantly":[36],"affected":[37],"by":[38,76,108],"noise,":[39],"obscuring":[40],"lunar":[42,61,130,139,213,219],"terrain":[43,194],"information.":[44],"Although":[45],"image":[46],"denoising":[47,59,106],"has":[48,205],"made":[49],"considerable":[50],"progress,":[51],"there":[52],"is":[53,123,158,167],"still":[54],"limited":[55],"study":[56,102],"on":[57],"images":[58,71,172,215],"PSRs.":[62],"main":[64],"challenge":[65],"lies":[66],"fact":[69],"PSRs":[73,131],"characterized":[75],"low":[77],"contrast,":[78],"complex":[79,98],"noise":[80,113,121,128],"type,":[81],"uneven":[83],"illumination.":[84],"existing":[86,190],"deep":[87,116,148],"learning-based":[88],"methods":[89,191],"exhibit":[90],"poor":[91],"physical":[92,112,120],"interpretability":[93],"cannot":[95],"effectively":[96],"remove":[97],"noise.":[99],"Therefore,":[100],"this":[101],"introduces":[103],"a":[104],"novel":[105],"method":[107,166,188],"using":[109],"combination":[110],"models":[114],"Learning.":[117],"Specially,":[118],"model":[122],"used":[124,159],"simulate":[126],"according":[132],"imaging":[135],"principles":[136],"reconnaissance":[140],"orbiter":[141],"camera":[142],"narrow":[143],"angle":[144],"camera.":[145],"improved":[147],"learning":[149],"model,":[150],"which":[151],"incorporates":[152],"full-scale":[153],"skip":[154],"connections":[155],"Transformer":[157],"denoise":[161],"images.":[163],"proposed":[165,187],"tested":[168],"297":[170],"PRSs":[171],"with":[173,179],"latitudes":[174],"below":[175],"\u221270\u00b0":[176],"compared":[178],"state-of-the-art":[180],"methods.":[181],"Experimental":[182],"results":[183],"demonstrate":[184],"outperforms":[189],"restoring":[193],"details":[195],"provides":[197],"better":[198],"quantitative":[199],"visual":[201],"outcomes.":[202],"This":[203],"approach":[204],"potential":[207],"improve":[209],"clarity":[211],"PSR":[214],"support":[217],"future":[218],"exploration.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
