{"id":"https://openalex.org/W4407246909","doi":"https://doi.org/10.1109/tase.2025.3539632","title":"Self-Prior Guided Spatial and Fourier Transformer for Nighttime Flare Removal","display_name":"Self-Prior Guided Spatial and Fourier Transformer for Nighttime Flare Removal","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407246909","doi":"https://doi.org/10.1109/tase.2025.3539632"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2025.3539632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2025.3539632","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"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 Automation Science and Engineering","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/A5088374868","display_name":"Tianlei Ma","orcid":"https://orcid.org/0000-0003-2414-8926"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianlei Ma","raw_affiliation_strings":["School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093521336","display_name":"Zhiqiang Kai","orcid":"https://orcid.org/0009-0007-5908-1537"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Kai","raw_affiliation_strings":["School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110768960","display_name":"Xikui Miao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xikui Miao","raw_affiliation_strings":["Key Laboratory of Electro-Optical Countermeasures Test and Evaluation Technology, Luoyang, China","Key Laboratory of Electro-Optical Countermeasures Test &#x0026; Evaluation Technology, Luoyang, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electro-Optical Countermeasures Test and Evaluation Technology, Luoyang, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Electro-Optical Countermeasures Test &#x0026; Evaluation Technology, Luoyang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100676081","display_name":"Jing Liang","orcid":"https://orcid.org/0000-0003-0811-0223"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liang","raw_affiliation_strings":["School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081142499","display_name":"Jinzhu Peng","orcid":"https://orcid.org/0000-0002-2823-6571"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinzhu Peng","raw_affiliation_strings":["School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025640070","display_name":"Yaonan Wang","orcid":"https://orcid.org/0000-0002-0519-6458"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaonan Wang","raw_affiliation_strings":["College of Robot and the College of Electrical and Information Engineering, Hunan University, Changsha, China","College of Robot and College of Electrical and Information Engineering, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Robot and the College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Robot and College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101417293","display_name":"Hao Wang","orcid":"https://orcid.org/0009-0004-1410-9733"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083694367","display_name":"Xinhao Liu","orcid":"https://orcid.org/0000-0002-5640-1837"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhao Liu","raw_affiliation_strings":["School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5088374868"],"corresponding_institution_ids":["https://openalex.org/I38877650"],"apc_list":null,"apc_paid":null,"fwci":0.3752,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53665274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"22","issue":null,"first_page":"11996","last_page":"12011"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14224","display_name":"Oil, Gas, and Environmental Issues","score":0.9110000133514404,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14224","display_name":"Oil, Gas, and Environmental Issues","score":0.9110000133514404,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/flare","display_name":"Flare","score":0.5672072768211365},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.5193116068840027},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5082468390464783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46249866485595703},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3849378824234009},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.33095312118530273},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32053422927856445},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2821938991546631},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2641269862651825},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26242873072624207},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.2443656325340271},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17658743262290955},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.16613224148750305}],"concepts":[{"id":"https://openalex.org/C2779588948","wikidata":"https://www.wikidata.org/wiki/Q628261","display_name":"Flare","level":2,"score":0.5672072768211365},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.5193116068840027},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5082468390464783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46249866485595703},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3849378824234009},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.33095312118530273},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32053422927856445},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2821938991546631},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2641269862651825},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26242873072624207},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2443656325340271},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17658743262290955},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.16613224148750305},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2025.3539632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2025.3539632","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"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 Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G7388811234","display_name":null,"funder_award_id":"62373330","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W1901129140","https://openalex.org/W2096921433","https://openalex.org/W2140144131","https://openalex.org/W2508267562","https://openalex.org/W2887682092","https://openalex.org/W2899012088","https://openalex.org/W2955639361","https://openalex.org/W2962785568","https://openalex.org/W3006938707","https://openalex.org/W3012355143","https://openalex.org/W3033020497","https://openalex.org/W3093348923","https://openalex.org/W3139309094","https://openalex.org/W3162784696","https://openalex.org/W3194523157","https://openalex.org/W3203605797","https://openalex.org/W3203660194","https://openalex.org/W4214712044","https://openalex.org/W4234441857","https://openalex.org/W4312292362","https://openalex.org/W4312383858","https://openalex.org/W4312902661","https://openalex.org/W4312938066","https://openalex.org/W4380080275","https://openalex.org/W4385804773","https://openalex.org/W4385805087","https://openalex.org/W4385815518","https://openalex.org/W4386076463","https://openalex.org/W4387145997","https://openalex.org/W4387967967","https://openalex.org/W4388656150","https://openalex.org/W4390873480","https://openalex.org/W4392911151","https://openalex.org/W4399146312","https://openalex.org/W4399995659","https://openalex.org/W4400330776","https://openalex.org/W4400881953","https://openalex.org/W4400974029","https://openalex.org/W4402704549","https://openalex.org/W4403598699","https://openalex.org/W4403791041","https://openalex.org/W6637373629","https://openalex.org/W6785302134","https://openalex.org/W6846157697","https://openalex.org/W6850343407","https://openalex.org/W6857504823","https://openalex.org/W6873773679","https://openalex.org/W6875341605"],"related_works":["https://openalex.org/W3124775541","https://openalex.org/W29508950","https://openalex.org/W2013743045","https://openalex.org/W2074107941","https://openalex.org/W1994848543","https://openalex.org/W2086147291","https://openalex.org/W3116422409","https://openalex.org/W35988605","https://openalex.org/W4249973603","https://openalex.org/W4390200933"],"abstract_inverted_index":{"When":[0],"capturing":[1],"scenes":[2,183],"with":[3,118],"intense":[4],"light":[5,90,106],"sources,":[6],"extensive":[7],"flare":[8,19,57,88,94,190,207,256,321,341,356],"artifacts":[9,208],"often":[10],"obscure":[11],"the":[12,24,28,32,84,93,155,163,167,174,217,241,245,273,277,292,297,300,305,310,360],"background":[13],"and":[14,35,51,89,103,113,124,145,166,184,215,227,283,340],"degrade":[15,212],"image":[16,26,213,243,298],"quality.":[17],"Most":[18],"removal":[20,95,257,322,357],"methods":[21,234,358],"directly":[22],"process":[23],"flare-corrupted":[25],"as":[27,224],"optimization":[29],"target,":[30],"limiting":[31],"model\u2019s":[33,246],"understanding":[34,247],"generalization":[36,187],"in":[37,71,154,180,209,230,299,348,359],"complex":[38],"real-world":[39,349],"scenarios.":[40,350],"In":[41],"this":[42,202,334],"paper,":[43],"we":[44,60,75,109,290,352],"propose":[45],"a":[46,63,77,111,253,328],"novel":[47],"Self-prior":[48,64],"Guided":[49],"Spatial":[50,112,119],"Fourier":[52],"Transformer":[53],"(SGSFT)":[54],"for":[55],"nighttime":[56,182],"removal.":[58],"Specifically,":[59],"first":[61,261],"establish":[62],"Extraction":[65],"Network":[66,117],"to":[67,82,97,131,158,198,205,280,303,346],"capture":[68],"inherent":[69],"priors":[70],"different":[72,194],"scenes.":[73],"Subsequently,":[74],"introduce":[76],"Semantic":[78],"Contrast":[79],"Enhancement":[80],"Strategy":[81],"reinforce":[83],"semantic":[85,225],"irrelevance":[86],"between":[87,101,162],"source,":[91],"enabling":[92],"network":[96,260],"learn":[98],"pattern":[99],"differences":[100],"them":[102],"thus":[104],"preserve":[105],"source.":[107],"Finally,":[108],"build":[110],"Frequency":[114,125],"Flare":[115],"Removal":[116],"Contextual":[120],"Attention":[121],"Block":[122,129],"(SCAB)":[123],"Global":[126],"Information":[127],"Adjustment":[128],"(FGIAB)":[130],"generate":[132],"flare-free":[133,168,311],"image.":[134,312],"SCAB":[135],"can":[136],"perceive":[137],"rich":[138],"contextual":[139,238],"information":[140,239,264,271,279,295],"from":[141,240,265,272],"self-prior":[142,254,263,278],"guided":[143,255],"regions":[144,165],"infer":[146,284],"reasonable":[147],"content.":[148,288],"FGIAB":[149],"captures":[150],"global":[151,293,306],"luminance":[152,160,294,307],"representation":[153],"frequency":[156,301],"domain":[157,302],"maintain":[159],"consistency":[161,308],"inferred":[164],"areas.":[169],"Extensive":[170],"experiments":[171],"demonstrate":[172],"that":[173,235,316],"proposed":[175],"approach":[176],"achieves":[177],"optimal":[178],"performance":[179,218],"real":[181],"exhibits":[185],"robust":[186],"across":[188],"various":[189],"scenarios":[191],"captured":[192],"by":[193,276],"electronic":[195],"devices.":[196],"Note":[197],"Practitioners\u2014The":[199],"motivation":[200],"of":[201,219,248,296,309,333],"paper":[203],"is":[204],"remove":[206,281],"imaging.":[210],"Flares":[211],"quality":[214],"impact":[216],"advanced":[220],"vision":[221],"tasks":[222],"such":[223],"segmentation":[226],"depth":[228],"estimation":[229],"autonomous":[231],"driving.":[232],"Existing":[233],"indiscriminately":[236],"extract":[237],"entire":[242],"limit":[244],"flares.":[249],"This":[250],"study":[251],"proposes":[252],"network.":[258],"The":[259,330],"extracts":[262],"flare-damaged":[266,338],"images,":[267,342],"then":[268],"aggregates":[269],"non-local":[270],"context":[274],"indicated":[275],"flares":[282],"semantically":[285],"plausible":[286],"fill":[287],"Additionally,":[289],"model":[291],"enhance":[304],"Experimental":[313],"results":[314],"show":[315],"our":[317],"method":[318,335],"has":[319,327],"strong":[320],"capabilities,":[323],"but":[324],"it":[325],"also":[326],"limitation.":[329],"training":[331],"phase":[332],"requires":[336],"paired":[337],"images":[339],"which":[343],"are":[344],"difficult":[345],"obtain":[347],"Therefore,":[351],"will":[353],"explore":[354],"unsupervised":[355],"future.":[361]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
