{"id":"https://openalex.org/W4405022382","doi":"https://doi.org/10.1109/tcsvt.2024.3510925","title":"LPFSformer: Location Prior Guided Frequency and Spatial Interactive Learning for Nighttime Flare Removal","display_name":"LPFSformer: Location Prior Guided Frequency and Spatial Interactive Learning for Nighttime Flare Removal","publication_year":2024,"publication_date":"2024-12-04","ids":{"openalex":"https://openalex.org/W4405022382","doi":"https://doi.org/10.1109/tcsvt.2024.3510925"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3510925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3510925","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5002763479","display_name":"Guangyong Chen","orcid":"https://orcid.org/0000-0003-2088-9188"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guang-Yong Chen","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101706457","display_name":"Wei Dong","orcid":"https://orcid.org/0000-0003-2304-2548"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Dong","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012984188","display_name":"Guodong Fan","orcid":"https://orcid.org/0000-0003-0382-6142"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guodong Fan","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China","institution_ids":["https://openalex.org/I83776822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075554672","display_name":"Jian-Nan Su","orcid":"https://orcid.org/0000-0002-8206-3675"},"institutions":[{"id":"https://openalex.org/I64449678","display_name":"Putian University","ror":"https://ror.org/00jmsxk74","country_code":"CN","type":"education","lineage":["https://openalex.org/I64449678"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Nan Su","raw_affiliation_strings":["New Engineering Industry College, Putian University, Putian, Fujian, China"],"affiliations":[{"raw_affiliation_string":"New Engineering Industry College, Putian University, Putian, Fujian, China","institution_ids":["https://openalex.org/I64449678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039446355","display_name":"Min Gan","orcid":"https://orcid.org/0000-0002-6958-8354"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Min Gan","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100643265","display_name":"C. L. Philip Chen","orcid":"https://orcid.org/0000-0001-5451-7230"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"C. L. Philip Chen","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002763479"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":null,"apc_paid":null,"fwci":0.7737,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72943048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"35","issue":"4","first_page":"3706","last_page":"3718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9652000069618225,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9652000069618225,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.6497218608856201},{"id":"https://openalex.org/keywords/flare","display_name":"Flare","score":0.5947452783584595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3419882357120514},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.33746257424354553},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1755085289478302},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1211157739162445}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6497218608856201},{"id":"https://openalex.org/C2779588948","wikidata":"https://www.wikidata.org/wiki/Q628261","display_name":"Flare","level":2,"score":0.5947452783584595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3419882357120514},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.33746257424354553},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1755085289478302},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1211157739162445},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3510925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3510925","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W1559359775","https://openalex.org/W1901129140","https://openalex.org/W2063433532","https://openalex.org/W2063971703","https://openalex.org/W2097900287","https://openalex.org/W2105038642","https://openalex.org/W2128254161","https://openalex.org/W2133665775","https://openalex.org/W2148552901","https://openalex.org/W2150884987","https://openalex.org/W2206123561","https://openalex.org/W2256362396","https://openalex.org/W2466666260","https://openalex.org/W2474628748","https://openalex.org/W2752782242","https://openalex.org/W2783399029","https://openalex.org/W2787091153","https://openalex.org/W2798966709","https://openalex.org/W2920770442","https://openalex.org/W2950689937","https://openalex.org/W2955731188","https://openalex.org/W2962754725","https://openalex.org/W2962785568","https://openalex.org/W2964297221","https://openalex.org/W2981718299","https://openalex.org/W2985194834","https://openalex.org/W2996102538","https://openalex.org/W3010002470","https://openalex.org/W3035557850","https://openalex.org/W3089141666","https://openalex.org/W3108452013","https://openalex.org/W3170697543","https://openalex.org/W3174908463","https://openalex.org/W3176096490","https://openalex.org/W3181108287","https://openalex.org/W3203660194","https://openalex.org/W4214712044","https://openalex.org/W4221107295","https://openalex.org/W4225672218","https://openalex.org/W4283789008","https://openalex.org/W4285234777","https://openalex.org/W4312812783","https://openalex.org/W4313128106","https://openalex.org/W4381198666","https://openalex.org/W4382365354","https://openalex.org/W4382457774","https://openalex.org/W4383752898","https://openalex.org/W4385299503","https://openalex.org/W4385391093","https://openalex.org/W4385804773","https://openalex.org/W4385815518","https://openalex.org/W4386075800","https://openalex.org/W4386076222","https://openalex.org/W4386076463","https://openalex.org/W4386076603","https://openalex.org/W4386272912","https://openalex.org/W4386562672","https://openalex.org/W4387968090","https://openalex.org/W4388520001","https://openalex.org/W4388983757","https://openalex.org/W4390823047","https://openalex.org/W4390872936","https://openalex.org/W4390873480","https://openalex.org/W4392911151","https://openalex.org/W4399206860","https://openalex.org/W4399665721","https://openalex.org/W4399800955","https://openalex.org/W4401070625","https://openalex.org/W4403421426","https://openalex.org/W4403510658","https://openalex.org/W6640748367","https://openalex.org/W6754146604","https://openalex.org/W6772230799","https://openalex.org/W6846157697","https://openalex.org/W6853673735","https://openalex.org/W6857504823"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"When":[0],"capturing":[1],"images":[2],"under":[3],"strong":[4],"light":[5],"sources":[6],"at":[7],"night,":[8],"intense":[9],"lens":[10],"flare":[11,34,42,84,121,178,189],"artifacts":[12],"often":[13],"appear,":[14],"significantly":[15],"degrading":[16],"visual":[17],"quality":[18],"and":[19,43,60,81,101,128,139,162,198],"impacting":[20],"downstream":[21],"computer":[22],"vision":[23],"tasks.":[24],"Although":[25],"transformer-based":[26],"methods":[27],"have":[28,202],"achieved":[29],"remarkable":[30],"results":[31,62],"in":[32,63],"nighttime":[33],"removal,":[35],"they":[36],"fail":[37],"to":[38,57,91,132,168,193,205],"adequately":[39],"distinguish":[40],"between":[41],"non-flare":[44],"regions.":[45],"This":[46],"unified":[47],"processing":[48],"overlooks":[49],"the":[50,94,104,117,124,134,158,177],"unique":[51],"characteristics":[52],"of":[53,96,126,136,165,174],"these":[54],"regions,":[55],"leading":[56],"suboptimal":[58],"performance":[59,191],"unsatisfactory":[61],"real-world":[64],"scenarios.":[65],"To":[66],"address":[67],"this":[68],"critical":[69],"issue,":[70],"we":[71,144],"propose":[72],"a":[73,82,146,171,199],"novel":[74],"approach":[75],"incorporating":[76],"Location":[77,110],"Prior":[78,111],"Guidance":[79],"(LPG)":[80],"specialized":[83],"removal":[85,179,190],"model,":[86],"LPFSformer.":[87],"LPG":[88],"is":[89],"designed":[90,145],"accurately":[92],"learn":[93],"location":[95],"flares":[97],"within":[98],"an":[99],"image":[100],"effectively":[102,169],"capture":[103,140],"associated":[105],"glow":[106],"effects.":[107],"By":[108],"employing":[109],"Injection":[112],"(LPI),":[113],"our":[114,185],"method":[115],"directs":[116],"model\u2019s":[118],"focus":[119],"towards":[120],"regions":[122],"through":[123],"interaction":[125],"frequency":[127],"spatial":[129],"domains.":[130],"Additionally,":[131],"enhance":[133],"recovery":[135],"high-frequency":[137],"textures":[138],"finer":[141],"local":[142],"details,":[143],"Global":[147],"Hybrid":[148],"Feature":[149],"Compensator":[150],"(GHFC).":[151],"GHFC":[152],"aggregates":[153],"different":[154],"expert":[155,167],"structures,":[156],"leveraging":[157],"diverse":[159],"receptive":[160],"fields":[161],"CNN":[163],"operations":[164],"each":[166],"utilize":[170],"broader":[172],"range":[173],"features":[175],"during":[176],"process.":[180],"Extensive":[181],"experiments":[182],"demonstrate":[183],"that":[184],"LPFSformer":[186,201],"achieves":[187],"state-of-the-art":[188],"compared":[192],"existing":[194],"methods.":[195],"Our":[196],"code":[197],"pre-trained":[200],"been":[203],"uploaded":[204],"GitHub":[206],"for":[207],"validation.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}