{"id":"https://openalex.org/W7165753742","doi":"https://doi.org/10.1109/tip.2026.3705188","title":"LoopExpose: An Unsupervised Framework for Arbitrary-Length Exposure Correction","display_name":"LoopExpose: An Unsupervised Framework for Arbitrary-Length Exposure Correction","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7165753742","doi":"https://doi.org/10.1109/tip.2026.3705188","pmid":"https://pubmed.ncbi.nlm.nih.gov/42340902"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2026.3705188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2026.3705188","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5121317051","display_name":"Ao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Li","raw_affiliation_strings":["Xidian University"],"raw_orcid":"https://orcid.org/0009-0007-1060-6523","affiliations":[{"raw_affiliation_string":"Xidian University","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100657484","display_name":"Zhenyu Wang","orcid":"https://orcid.org/0000-0002-4259-3073"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Wang","raw_affiliation_strings":["Xidian University"],"raw_orcid":"https://orcid.org/0000-0002-4259-3073","affiliations":[{"raw_affiliation_string":"Xidian University","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5143702658","display_name":"Chen Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["Dalian University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112790443","display_name":"Tianqiang Huang","orcid":"https://orcid.org/0009-0007-4378-8837"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Huang","raw_affiliation_strings":["Xidian University"],"raw_orcid":"https://orcid.org/0009-0007-4378-8837","affiliations":[{"raw_affiliation_string":"Xidian University","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101465277","display_name":"Fangfang Wu","orcid":"https://orcid.org/0000-0003-3082-832X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangfang Wu","raw_affiliation_strings":["Xidian University"],"raw_orcid":"https://orcid.org/0000-0003-3082-832X","affiliations":[{"raw_affiliation_string":"Xidian University","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037310802","display_name":"Weisheng Dong","orcid":"https://orcid.org/0000-0002-9632-985X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weisheng Dong","raw_affiliation_strings":["Xidian University"],"raw_orcid":"https://orcid.org/0000-0002-9632-985X","affiliations":[{"raw_affiliation_string":"Xidian University","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70765156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"7700","last_page":"7711"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","score":0.03240000084042549,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14347","display_name":"Big Data and Digital Economy","score":0.03240000084042549,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.028300000354647636,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.02280000038444996,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.508400022983551},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3628999888896942},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.32499998807907104},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.31779998540878296},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.3050999939441681},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.2935999929904938}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6288999915122986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5952000021934509},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.508400022983551},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3727000057697296},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3628999888896942},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.32499998807907104},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.31779998540878296},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2935999929904938},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.25780001282691956},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.25600001215934753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25450000166893005},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2026.3705188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2026.3705188","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:42340902","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42340902","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6084295735","display_name":null,"funder_award_id":"2024M762551","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7607301027","display_name":null,"funder_award_id":"ZYTS25041","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G904860190","display_name":null,"funder_award_id":"62472336","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"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1918272075","https://openalex.org/W1998393535","https://openalex.org/W2001412060","https://openalex.org/W2020407132","https://openalex.org/W2031264011","https://openalex.org/W2054814429","https://openalex.org/W2058333183","https://openalex.org/W2104745266","https://openalex.org/W2116702374","https://openalex.org/W2165107586","https://openalex.org/W2468596194","https://openalex.org/W2508457857","https://openalex.org/W2902857081","https://openalex.org/W2962793481","https://openalex.org/W2963530785","https://openalex.org/W2963787388","https://openalex.org/W2988734173","https://openalex.org/W2990293450","https://openalex.org/W3035160371","https://openalex.org/W3035441328","https://openalex.org/W3035731588","https://openalex.org/W3088065502","https://openalex.org/W3134649899","https://openalex.org/W3173307371","https://openalex.org/W3174792937","https://openalex.org/W3178192988","https://openalex.org/W3216987090","https://openalex.org/W4230472795","https://openalex.org/W4236229596","https://openalex.org/W4304084103","https://openalex.org/W4312249431","https://openalex.org/W4312644870","https://openalex.org/W4312746248","https://openalex.org/W4312926994","https://openalex.org/W4386066362","https://openalex.org/W4386075792","https://openalex.org/W4386076328","https://openalex.org/W4386552520","https://openalex.org/W4387122477","https://openalex.org/W4390871853","https://openalex.org/W4390873595","https://openalex.org/W4400672333","https://openalex.org/W4402727834","https://openalex.org/W4402774459","https://openalex.org/W4403081520","https://openalex.org/W4403985771","https://openalex.org/W4410252875","https://openalex.org/W4410484159","https://openalex.org/W4411245197","https://openalex.org/W4413786922","https://openalex.org/W4413827140","https://openalex.org/W4414122360","https://openalex.org/W7083586583","https://openalex.org/W7101441088"],"related_works":[],"abstract_inverted_index":{"Exposure":[0],"correction":[1,65,69,86,164],"is":[2,59,101,136,174],"essential":[3],"for":[4,50],"enhancing":[5],"image":[6],"quality":[7],"under":[8],"challenging":[9],"lighting":[10],"conditions.":[11],"While":[12],"supervised":[13],"learning":[14,120],"has":[15],"achieved":[16],"significant":[17],"progress":[18],"in":[19,34,77,129],"this":[20,39],"area,":[21],"it":[22],"relies":[23],"heavily":[24],"on":[25,154],"large-scale":[26],"labeled":[27],"datasets,":[28],"which":[29],"are":[30,74,106],"difficult":[31],"to":[32,61,113,138],"obtain":[33],"practical":[35],"scenarios.":[36],"To":[37],"address":[38,62],"limitation,":[40],"we":[41],"propose":[42],"a":[43,78,85,118,132,149],"pseudo":[44],"label-based":[45],"unsupervised":[46,171],"method":[47],"called":[48],"LoopExpose":[49,160],"arbitrary-length":[51],"exposure":[52,64,130,163],"correction.":[53],"A":[54,98],"nested":[55],"loop":[56],"optimization":[57],"strategy":[58],"proposed":[60],"the":[63,68,82,95,110,115,123,140,145],"problem,":[66],"where":[67,103],"model":[70,87],"and":[71,165],"pseudo-supervised":[72],"information":[73],"jointly":[75],"optimized":[76],"two-level":[79],"framework.":[80],"Specifically,":[81],"upper-level":[83],"trains":[84],"using":[88],"pseudo-labels":[89],"generated":[90],"through":[91],"multi-exposure":[92],"fusion":[93,111,166],"at":[94,176],"lower":[96],"level.":[97],"feedback":[99],"mechanism":[100],"introduced":[102,137],"corrected":[104],"images":[105],"fed":[107],"back":[108],"into":[109],"process":[112],"refine":[114],"pseudo-labels,":[116],"creating":[117],"self-reinforcing":[119],"loop.":[121],"Considering":[122],"dominant":[124],"role":[125],"of":[126],"luminance":[127,142],"calibration":[128],"correction,":[131],"Luminance":[133],"Ranking":[134],"Loss":[135],"leverage":[139],"relative":[141],"ordering":[143],"across":[144],"input":[146],"sequence":[147],"as":[148],"self-supervised":[150],"constraint.":[151],"Extensive":[152],"experiments":[153],"different":[155],"benchmark":[156],"datasets":[157],"demonstrate":[158],"that":[159],"achieves":[161],"superior":[162],"performance,":[167],"outperforming":[168],"existing":[169],"state-of-the-art":[170],"methods.":[172],"Code":[173],"available":[175],"https://github.com/FALALAS/LoopExpose.":[177]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-06-25T00:00:00"}
