{"id":"https://openalex.org/W4399425849","doi":"https://doi.org/10.1109/tetci.2024.3404015","title":"Efficient Low-Light Light Field Enhancement With Progressive Feature Interaction","display_name":"Efficient Low-Light Light Field Enhancement With Progressive Feature Interaction","publication_year":2024,"publication_date":"2024-06-07","ids":{"openalex":"https://openalex.org/W4399425849","doi":"https://doi.org/10.1109/tetci.2024.3404015"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3404015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3404015","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/A5099046167","display_name":"Xin Luo","orcid":"https://orcid.org/0009-0009-5940-5524"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Luo","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0009-5940-5524","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045091506","display_name":"Gaosheng Liu","orcid":"https://orcid.org/0000-0003-3386-3390"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaosheng Liu","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-3386-3390","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034615334","display_name":"Zhi L\u00fc","orcid":"https://orcid.org/0000-0003-3739-8756"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Lu","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3739-8756","affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377578","display_name":"Kun Li","orcid":"https://orcid.org/0000-0003-2326-0166"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Li","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2326-0166","affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063288559","display_name":"Jingyu Yang","orcid":"https://orcid.org/0000-0002-7521-7920"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyu Yang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-7521-7920","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4087,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57564599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"9","issue":"1","first_page":"641","last_page":"653"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.984000027179718,"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":0.984000027179718,"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/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9751999974250793,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/light-field","display_name":"Light field","score":0.6634549498558044},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.638019859790802},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.496039479970932},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38793623447418213},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3778553903102875},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3373990058898926},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1751122772693634}],"concepts":[{"id":"https://openalex.org/C48983235","wikidata":"https://www.wikidata.org/wiki/Q593161","display_name":"Light field","level":2,"score":0.6634549498558044},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.638019859790802},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.496039479970932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38793623447418213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3778553903102875},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3373990058898926},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1751122772693634},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3404015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3404015","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2290273503","display_name":null,"funder_award_id":"62171317","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4327091660","display_name":null,"funder_award_id":"62231018","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1983557257","https://openalex.org/W1992367866","https://openalex.org/W2007165614","https://openalex.org/W2063366997","https://openalex.org/W2133665775","https://openalex.org/W2254039850","https://openalex.org/W2517366271","https://openalex.org/W2612645170","https://openalex.org/W2773172460","https://openalex.org/W2791710889","https://openalex.org/W2806752126","https://openalex.org/W2904741145","https://openalex.org/W2947690922","https://openalex.org/W2964101377","https://openalex.org/W2966926453","https://openalex.org/W2981718299","https://openalex.org/W2985577924","https://openalex.org/W3009498780","https://openalex.org/W3035271082","https://openalex.org/W3035326127","https://openalex.org/W3038678488","https://openalex.org/W3110151525","https://openalex.org/W3120540810","https://openalex.org/W3128437195","https://openalex.org/W3165824405","https://openalex.org/W3171236455","https://openalex.org/W3174605894","https://openalex.org/W3175527165","https://openalex.org/W3189398023","https://openalex.org/W3195987599","https://openalex.org/W3210054798","https://openalex.org/W4210787071","https://openalex.org/W4213117431","https://openalex.org/W4213316211","https://openalex.org/W4214745154","https://openalex.org/W4226035400","https://openalex.org/W4289752563","https://openalex.org/W4308238078","https://openalex.org/W4308787184","https://openalex.org/W4312249431","https://openalex.org/W4312722796","https://openalex.org/W4312833691","https://openalex.org/W4318767589","https://openalex.org/W4323065888","https://openalex.org/W4362673666","https://openalex.org/W4382240242","https://openalex.org/W4383904755","https://openalex.org/W4385154004","https://openalex.org/W4385236771","https://openalex.org/W4386453635","https://openalex.org/W4387415413","https://openalex.org/W4389340586","https://openalex.org/W4390706297","https://openalex.org/W4390871817","https://openalex.org/W4390872220","https://openalex.org/W4390872583","https://openalex.org/W4390874206","https://openalex.org/W4393372246","https://openalex.org/W6637373629","https://openalex.org/W6717870063","https://openalex.org/W6754146604","https://openalex.org/W6853700875"],"related_works":["https://openalex.org/W4246450666","https://openalex.org/W4388998267","https://openalex.org/W2898370298","https://openalex.org/W2137437058","https://openalex.org/W4396520874","https://openalex.org/W2271432825","https://openalex.org/W3159661535","https://openalex.org/W2370525840","https://openalex.org/W4313428622","https://openalex.org/W4311557652"],"abstract_inverted_index":{"Light":[0],"field":[1],"(LF)":[2],"imaging":[3],"can":[4],"be":[5],"degraded":[6],"under":[7],"low-light":[8,24,66,148],"conditions,":[9],"which":[10,102],"brings":[11],"difficulties":[12],"in":[13,139],"scene":[14],"sensing,":[15],"understanding,":[16],"and":[17,39,48,76,82,161],"downstream":[18],"applications.":[19],"To":[20],"address":[21],"this":[22,53],"issue,":[23],"LF":[25,67,116,149],"enhancement":[26],"has":[27],"been":[28],"introduced.":[29],"However,":[30],"existing":[31],"methods":[32],"still":[33],"suffer":[34],"from":[35],"high":[36],"computational":[37],"costs":[38],"sub-optimal":[40],"performance":[41],"due":[42],"to":[43,72,110],"ineffective":[44],"global-local":[45],"stacks":[46],"modeling":[47],"underutilized":[49],"inter-view":[50,113],"correlations.":[51],"In":[52],"paper,":[54],"we":[55,70,94],"propose":[56,71],"a":[57,88,96,154],"novel":[58],"approach,":[59],"named":[60],"<italic":[61],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[62],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">PFInet</i>,":[63],"for":[64,87],"efficient":[65,147],"enhancement.":[68],"Specifically,":[69],"first":[73],"incorporate":[74],"global":[75],"local":[77],"dependencies":[78],"at":[79],"multiple":[80,107],"scales":[81],"then":[83],"aggregate":[84],"these":[85],"representations":[86],"richer":[89],"spatial":[90],"context":[91],"understanding.":[92],"Moreover,":[93],"develop":[95],"progressive":[97],"feature":[98],"interaction":[99,105],"(PFI)":[100],"strategy,":[101],"sequentially":[103],"performs":[104],"on":[106,121,137],"subspace-specific":[108],"features":[109],"exploit":[111],"the":[112,125,131,158],"correlations":[114],"of":[115,127,141],"images.":[117],"Extensive":[118],"experimental":[119],"results":[120],"benchmark":[122],"datasets":[123],"demonstrate":[124],"superiority":[126],"our":[128,144],"method,":[129],"surpassing":[130],"second-best":[132],"method":[133,145],"by":[134,153],"0.38":[135],"dB":[136],"average":[138],"terms":[140],"PSNR.":[142],"Furthermore,":[143],"achieves":[146],"enhancement,":[150],"as":[151],"evidenced":[152],"good":[155],"tradeoff":[156],"between":[157],"inference":[159],"time":[160],"reconstruction":[162],"performance.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
