{"id":"https://openalex.org/W4415708670","doi":"https://doi.org/10.1109/icme59968.2025.11209874","title":"Learning Physics-Informed Color-Aware Transforms for Low-Light Image Enhancement","display_name":"Learning Physics-Informed Color-Aware Transforms for Low-Light Image Enhancement","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4415708670","doi":"https://doi.org/10.1109/icme59968.2025.11209874"},"language":null,"primary_location":{"id":"doi:10.1109/icme59968.2025.11209874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-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/A5100442754","display_name":"Xingxing Yang","orcid":"https://orcid.org/0000-0001-7171-1617"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Xingxing Yang","raw_affiliation_strings":["Hong Kong Baptist University,Department of Computer Science,China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Baptist University,Department of Computer Science,China","institution_ids":["https://openalex.org/I141568987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103267446","display_name":"Jie Chen","orcid":"https://orcid.org/0009-0008-2644-7341"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jie Chen","raw_affiliation_strings":["Hong Kong Baptist University,Department of Computer Science,China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Baptist University,Department of Computer Science,China","institution_ids":["https://openalex.org/I141568987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100568310","display_name":"Zaifeng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zaifeng Yang","raw_affiliation_strings":["Institute of High Performance Computing Agency for Science, Technology and Research,Singapore"],"affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing Agency for Science, Technology and Research,Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100442754"],"corresponding_institution_ids":["https://openalex.org/I141568987"],"apc_list":null,"apc_paid":null,"fwci":5.2971,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.96058557,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.7303000092506409,"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":0.7303000092506409,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.20020000636577606,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.01080000028014183,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/transformation","display_name":"Transformation (genetics)","score":0.5934000015258789},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.5551000237464905},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5389000177383423},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4961000084877014},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.47749999165534973},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45419999957084656},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4381999969482422},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.42750000953674316},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4059999883174896}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.796500027179718},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6704999804496765},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6620000004768372},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5934000015258789},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.5551000237464905},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5389000177383423},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4961000084877014},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.47749999165534973},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45419999957084656},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4381999969482422},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.42750000953674316},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4059999883174896},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3695000112056732},{"id":"https://openalex.org/C56435381","wikidata":"https://www.wikidata.org/wiki/Q1196371","display_name":"Geometric transformation","level":3,"score":0.3456999957561493},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.33469998836517334},{"id":"https://openalex.org/C94360122","wikidata":"https://www.wikidata.org/wiki/Q1967557","display_name":"Spectral power distribution","level":2,"score":0.3244999945163727},{"id":"https://openalex.org/C114996537","wikidata":"https://www.wikidata.org/wiki/Q4854529","display_name":"Colors of noise","level":3,"score":0.30630001425743103},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.30250000953674316},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3019999861717224},{"id":"https://openalex.org/C2987933465","wikidata":"https://www.wikidata.org/wiki/Q141130","display_name":"Image manipulation","level":3,"score":0.2766999900341034},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C2779495555","wikidata":"https://www.wikidata.org/wiki/Q5148596","display_name":"Color correction","level":3,"score":0.25699999928474426},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme59968.2025.11209874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2016622085","https://openalex.org/W2076205488","https://openalex.org/W2160477239","https://openalex.org/W2164847484","https://openalex.org/W2799265886","https://openalex.org/W2986422266","https://openalex.org/W2998723654","https://openalex.org/W3034539499","https://openalex.org/W3106758205","https://openalex.org/W3125869362","https://openalex.org/W3134765225","https://openalex.org/W3151130473","https://openalex.org/W4200526978","https://openalex.org/W4225672218","https://openalex.org/W4226277663","https://openalex.org/W4312845047","https://openalex.org/W4313059954","https://openalex.org/W4382240242","https://openalex.org/W4390872514","https://openalex.org/W4403791295","https://openalex.org/W4406612628"],"related_works":[],"abstract_inverted_index":{"Image":[0],"decomposition":[1],"offers":[2],"deep":[3,97],"insights":[4],"into":[5,96],"the":[6,47,92,121,128,154,163],"imaging":[7],"factors":[8],"of":[9,111],"visual":[10],"data":[11],"and":[12,56,114,140,153],"significantly":[13],"enhances":[14],"various":[15],"advanced":[16],"computer":[17],"vision":[18],"tasks.":[19],"In":[20],"this":[21],"work,":[22],"we":[23,77,119],"introduce":[24,78],"a":[25,79,84,159],"novel":[26],"approach":[27],"to":[28,43,59,131,148,168,179],"low-light":[29,42,89,149,167],"image":[30],"enhancement":[31],"based":[32],"on":[33],"decomposed":[34],"physics-informed":[35],"priors.":[36],"Existing":[37],"methods":[38,181],"that":[39,87],"directly":[40],"map":[41],"normal-light":[44,169],"images":[45,90],"in":[46,66],"sRGB":[48,93],"color":[49,54,94],"space":[50,95],"suffer":[51],"from":[52,91,166],"inconsistent":[53],"predictions":[55],"high":[57],"sensitivity":[58],"spectral":[60],"power":[61],"distribution":[62],"(SPD)":[63],"variations,":[64],"resulting":[65],"unstable":[67],"performance":[68,177],"under":[69],"diverse":[70],"lighting":[71,113],"conditions.":[72],"To":[73],"address":[74],"these":[75],"challenges,":[76],"Physics-informed":[80],"Color-aware":[81,103],"Transform":[82,104],"(PiCat),":[83],"learning-based":[85],"framework":[86,174],"converts":[88],"illumination-invariant":[98],"descriptors":[99],"via":[100],"our":[101],"proposed":[102,172],"(CAT).":[105],"This":[106],"transformation":[107,164],"enables":[108],"robust":[109],"handling":[110],"complex":[112],"SPD":[115],"variations.":[116],"Complementing":[117],"this,":[118],"propose":[120],"Content-Noise":[122],"Decomposition":[123],"Network":[124],"(CNDN),":[125],"which":[126],"refines":[127],"descriptor":[129],"distributions":[130],"better":[132],"align":[133],"with":[134],"well-lit":[135],"conditions":[136],"by":[137],"mitigating":[138],"noise":[139],"other":[141],"distortions,":[142],"thereby":[143],"effectively":[144],"restoring":[145],"content":[146],"representations":[147],"images.":[150],"The":[151],"CAT":[152],"CNDN":[155],"collectively":[156],"act":[157],"as":[158],"physical":[160],"prior,":[161],"guiding":[162],"process":[165],"domains.":[170],"Our":[171],"PiCat":[173],"demonstrates":[175],"superior":[176],"compared":[178],"state-of-the-art":[180],"across":[182],"five":[183],"benchmark":[184],"datasets.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-30T00:00:00"}
