{"id":"https://openalex.org/W4407829763","doi":"https://doi.org/10.1109/tmm.2025.3543047","title":"Leveraging Content and Context Cues for Low-Light Image Enhancement","display_name":"Leveraging Content and Context Cues for Low-Light Image Enhancement","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407829763","doi":"https://doi.org/10.1109/tmm.2025.3543047"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3543047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3543047","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5010124289","display_name":"Igor Morawski","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Igor Morawski","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056957500","display_name":"Kai He","orcid":"https://orcid.org/0000-0001-7103-9699"},"institutions":[{"id":"https://openalex.org/I4210111675","display_name":"Market Matters","ror":"https://ror.org/021yan307","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210111675"]},{"id":"https://openalex.org/I4210087596","display_name":"Qualcomm (United States)","ror":"https://ror.org/002zrf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087596"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kai He","raw_affiliation_strings":["Qualcomm Inc., San Diego, CA, USA"],"affiliations":[{"raw_affiliation_string":"Qualcomm Inc., San Diego, CA, USA","institution_ids":["https://openalex.org/I4210087596","https://openalex.org/I4210111675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085170120","display_name":"Shusil Dangi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111675","display_name":"Market Matters","ror":"https://ror.org/021yan307","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210111675"]},{"id":"https://openalex.org/I4210087596","display_name":"Qualcomm (United States)","ror":"https://ror.org/002zrf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087596"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shusil Dangi","raw_affiliation_strings":["Qualcomm Inc., San Diego, CA, USA"],"affiliations":[{"raw_affiliation_string":"Qualcomm Inc., San Diego, CA, USA","institution_ids":["https://openalex.org/I4210087596","https://openalex.org/I4210111675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043898632","display_name":"Winston H. Hsu","orcid":"https://orcid.org/0000-0002-3330-0638"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Winston H. Hsu","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010124289"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":2.6209,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87884061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"27","issue":null,"first_page":"5337","last_page":"5351"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.998199999332428,"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/T11019","display_name":"Image Enhancement Techniques","score":0.998199999332428,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9842000007629395,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9760000109672546,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8335584402084351},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5454479455947876},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4347636103630066},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4276079535484314},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4169568419456482},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3747621178627014},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35083723068237305}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8335584402084351},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5454479455947876},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4347636103630066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4276079535484314},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4169568419456482},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3747621178627014},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35083723068237305},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2025.3543047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3543047","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W2052090926","https://openalex.org/W2054814429","https://openalex.org/W2076205488","https://openalex.org/W2121900453","https://openalex.org/W2150721269","https://openalex.org/W2194775991","https://openalex.org/W2412926690","https://openalex.org/W2566376500","https://openalex.org/W2626739722","https://openalex.org/W2783573276","https://openalex.org/W2787316779","https://openalex.org/W2791710889","https://openalex.org/W2799265886","https://openalex.org/W2963766909","https://openalex.org/W2963814095","https://openalex.org/W2981718299","https://openalex.org/W2982143932","https://openalex.org/W2983943451","https://openalex.org/W2986422266","https://openalex.org/W2998334235","https://openalex.org/W3013338555","https://openalex.org/W3034347506","https://openalex.org/W3034539499","https://openalex.org/W3035635957","https://openalex.org/W3035731588","https://openalex.org/W3106746951","https://openalex.org/W3119525307","https://openalex.org/W3120540810","https://openalex.org/W3121661546","https://openalex.org/W3125869362","https://openalex.org/W3134649899","https://openalex.org/W3147590024","https://openalex.org/W3174621777","https://openalex.org/W3174792937","https://openalex.org/W3174883353","https://openalex.org/W3178192988","https://openalex.org/W3185046724","https://openalex.org/W3199334903","https://openalex.org/W3202466136","https://openalex.org/W3203313153","https://openalex.org/W4213258406","https://openalex.org/W4220759273","https://openalex.org/W4230472795","https://openalex.org/W4292794005","https://openalex.org/W4308238078","https://openalex.org/W4308787184","https://openalex.org/W4310138363","https://openalex.org/W4310557340","https://openalex.org/W4312249431","https://openalex.org/W4312536154","https://openalex.org/W4312560884","https://openalex.org/W4312725970","https://openalex.org/W4312960937","https://openalex.org/W4313059954","https://openalex.org/W4321231565","https://openalex.org/W4367154328","https://openalex.org/W4382462760","https://openalex.org/W4383904755","https://openalex.org/W4384821341","https://openalex.org/W4385768060","https://openalex.org/W4386066362","https://openalex.org/W4386066507","https://openalex.org/W4386075513","https://openalex.org/W4386076158","https://openalex.org/W4386076200","https://openalex.org/W4389347891","https://openalex.org/W4390872095","https://openalex.org/W4390872439","https://openalex.org/W4390872559","https://openalex.org/W4390874206","https://openalex.org/W4395450967","https://openalex.org/W4402716047","https://openalex.org/W4402727765","https://openalex.org/W4402916386","https://openalex.org/W4402917055"],"related_works":["https://openalex.org/W4250539519","https://openalex.org/W4294018197","https://openalex.org/W4233433299","https://openalex.org/W2379384513","https://openalex.org/W2213288308","https://openalex.org/W2884856691","https://openalex.org/W4244821991","https://openalex.org/W2125732910","https://openalex.org/W2909905999","https://openalex.org/W2317264789"],"abstract_inverted_index":{"Low-light":[0],"conditions":[1],"have":[2],"an":[3,89,204],"adverse":[4],"impact":[5],"on":[6,30,96,189],"machine":[7,184],"cognition,":[8,185],"limiting":[9],"the":[10,39,51,62,69,101,136,148,157,191,230],"performance":[11,40,217],"of":[12,41,47,50,124,215,232],"computer":[13],"vision":[14],"systems":[15],"in":[16,143,170,177,213],"real":[17],"life.":[18],"Since":[19],"low-light":[20,35,65,126,220],"data":[21,84],"is":[22],"limited":[23],"and":[24,37,76,132,151,161,173,196,202,207,226],"difficult":[25],"to":[26,33,60,72,87,99,155],"annotate,":[27],"we":[28,81,114,182,200],"focus":[29],"image":[31,74,90,97,102,137,159,223],"processing":[32],"enhance":[34],"images":[36],"improve":[38,61,156,166],"any":[42,105],"downstream":[43,197],"task":[44,198],"model,":[45],"instead":[46],"fine-tuning":[48],"each":[49],"models":[52],"which":[53],"can":[54],"be":[55],"prohibitively":[56],"expensive.":[57],"We":[58,140],"propose":[59,82,115],"existing":[63,125],"zero-reference":[64,179,211],"enhancement":[66],"by":[67,128],"leveraging":[68],"CLIP":[70],"model":[71],"capture":[73],"prior":[75,91,103,150],"for":[77,107],"semantic":[78,117,152],"guidance.":[79],"Specifically,":[80],"a":[83,116,144],"augmentation":[85],"strategy":[86,119],"learn":[88,100],"via":[92],"prompt":[93],"learning,":[94],"based":[95],"sampling,":[98],"without":[104],"need":[106],"paired":[108],"or":[109],"unpaired":[110],"normal-light":[111],"data.":[112],"Next,":[113],"guidance":[118,153],"that":[120,147],"maximally":[121],"takes":[122],"advantage":[123],"annotation":[127],"introducing":[129],"both":[130],"content":[131],"context":[133],"cues":[134],"about":[135],"training":[138],"patches.":[139],"experimentally":[141],"show,":[142],"qualitative":[145],"study,":[146],"proposed":[149,234],"help":[154],"overall":[158],"contrast":[160],"hue,":[162],"as":[163,165],"well":[164],"background-foreground":[167],"discrimination,":[168],"resulting":[169],"reduced":[171],"over-saturation":[172],"noise":[174],"over-amplification,":[175],"common":[176],"related":[178,210],"methods.":[180],"As":[181],"target":[183],"rather":[186],"than":[187],"rely":[188],"assuming":[190],"correlation":[192],"between":[193],"human":[194],"perception":[195],"performance,":[199],"conduct":[201],"present":[203],"ablation":[205],"study":[206],"comparison":[208],"with":[209],"methods":[212],"terms":[214],"task-based":[216],"across":[218],"many":[219],"datasets,":[221],"including":[222],"classification,":[224],"object":[225],"face":[227],"detection,":[228],"showing":[229],"effectiveness":[231],"our":[233],"method.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
