{"id":"https://openalex.org/W4406857702","doi":"https://doi.org/10.1109/tmm.2025.3535322","title":"Learning to Generate Realistic Images for Bit-Depth Enhancement via Camera Imaging Processing","display_name":"Learning to Generate Realistic Images for Bit-Depth Enhancement via Camera Imaging Processing","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406857702","doi":"https://doi.org/10.1109/tmm.2025.3535322"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3535322","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535322","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":null,"display_name":"Jing Liu","orcid":"https://orcid.org/0000-0003-4690-1886"},"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":"Jing Liu","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-4690-1886","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/A5007868586","display_name":"Qingying Li","orcid":"https://orcid.org/0009-0007-4128-1071"},"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":"Qingying Li","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0007-4128-1071","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/A5015291775","display_name":"Huiyu Duan","orcid":"https://orcid.org/0000-0002-6519-4067"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiyu Duan","raw_affiliation_strings":["Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-6519-4067","affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102017677","display_name":"Zhiwei Fan","orcid":"https://orcid.org/0009-0009-5940-1101"},"institutions":[{"id":"https://openalex.org/I4210111970","display_name":"Fujian Electric Power Survey & Design Institute","ror":"https://ror.org/0233jyt67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210111970"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Fan","raw_affiliation_strings":["Putian Power Supply Company, Fujian Electric Power Corporation, Fuzhou, China"],"raw_orcid":"https://orcid.org/0009-0009-5940-1101","affiliations":[{"raw_affiliation_string":"Putian Power Supply Company, Fujian Electric Power Corporation, Fuzhou, China","institution_ids":["https://openalex.org/I4210111970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033713097","display_name":"Yuting Su","orcid":"https://orcid.org/0000-0001-5165-204X"},"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":"Yuting Su","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-5165-204X","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064168853","display_name":"Guangtao Zhai","orcid":"https://orcid.org/0000-0001-8165-9322"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangtao Zhai","raw_affiliation_strings":["Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8165-9322","affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8885,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92613309,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"27","issue":null,"first_page":"3821","last_page":"3832"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11338","display_name":"Advancements in Photolithography Techniques","score":0.9763000011444092,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.8356941938400269},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6329326629638672},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6089077591896057},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.520811915397644},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4962359070777893},{"id":"https://openalex.org/keywords/bit","display_name":"Bit (key)","score":0.4327068328857422},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2249954640865326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8356941938400269},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6329326629638672},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6089077591896057},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.520811915397644},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4962359070777893},{"id":"https://openalex.org/C117011727","wikidata":"https://www.wikidata.org/wiki/Q1278488","display_name":"Bit (key)","level":2,"score":0.4327068328857422},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2249954640865326},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2025.3535322","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535322","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":[{"id":"https://openalex.org/G3007184350","display_name":null,"funder_award_id":"62371333","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1970112334","https://openalex.org/W1982471090","https://openalex.org/W2004488044","https://openalex.org/W2010981316","https://openalex.org/W2057399873","https://openalex.org/W2083610878","https://openalex.org/W2102166818","https://openalex.org/W2135726055","https://openalex.org/W2158546915","https://openalex.org/W2327935541","https://openalex.org/W2336635440","https://openalex.org/W2507296351","https://openalex.org/W2607202125","https://openalex.org/W2752782242","https://openalex.org/W2754213847","https://openalex.org/W2777280533","https://openalex.org/W2785678896","https://openalex.org/W2792961300","https://openalex.org/W2798405286","https://openalex.org/W2909723044","https://openalex.org/W2936604931","https://openalex.org/W2945022361","https://openalex.org/W2947075484","https://openalex.org/W2949695917","https://openalex.org/W2952046917","https://openalex.org/W2952323569","https://openalex.org/W2962903125","https://openalex.org/W2963073614","https://openalex.org/W2963446712","https://openalex.org/W2963814095","https://openalex.org/W2987150909","https://openalex.org/W3011456574","https://openalex.org/W3016375766","https://openalex.org/W3019533076","https://openalex.org/W3022710784","https://openalex.org/W3034504121","https://openalex.org/W3107811908","https://openalex.org/W3176101515","https://openalex.org/W3192296477","https://openalex.org/W3194280054","https://openalex.org/W3203631022","https://openalex.org/W3204358387","https://openalex.org/W3204971388","https://openalex.org/W3211945967","https://openalex.org/W4214762230","https://openalex.org/W4230472795","https://openalex.org/W4310823379","https://openalex.org/W4312428184","https://openalex.org/W4313547844","https://openalex.org/W4386065647","https://openalex.org/W6685352114","https://openalex.org/W6740885014","https://openalex.org/W6803606285"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"With":[0],"the":[1,19,75,93,100,116,124,131,139,146,168,188],"prevalence":[2],"of":[3,99,118,133,162],"advanced":[4],"displays":[5],"devices,":[6],"many":[7],"attempts":[8],"have":[9],"been":[10],"successfully":[11],"made":[12],"in":[13,58,79,92,112,123],"bit-depth":[14,21,28],"enhancement":[15],"(BDE)":[16],"to":[17,24,45,68,114],"restore":[18],"low":[20],"(LBD)":[22],"images":[23,43,72],"visually":[25],"pleasant":[26],"high":[27],"(HBD)":[29],"images.":[30,155],"However,":[31],"most":[32],"methods":[33],"are":[34],"still":[35],"far":[36],"from":[37,167],"satisfactory":[38],"when":[39],"addressing":[40],"real-world":[41,70,184],"LBD":[42,71,137,152],"owing":[44],"their":[46],"heavy":[47],"dependence":[48],"on":[49,183,192],"LBD-HBD":[50,195],"data":[51],"pairs":[52],"through":[53],"direct":[54],"pixel":[55],"quantization.":[56],"Therefore,":[57],"this":[59],"paper,":[60],"we":[61,84,157],"propose":[62],"a":[63,86,105,160],"novel":[64],"network":[65,95,109],"dubbed":[66],"RealGAN":[67],"generate":[69],"by":[73],"simulating":[74],"complex":[76],"quantization":[77,89,102],"procedure":[78],"camera":[80],"imaging":[81],"process.":[82],"Particularly,":[83],"design":[85],"two-mode":[87],"differentiable":[88],"block":[90],"embedded":[91],"synthesis":[94,140],"facilitating":[96],"adaptively":[97],"simulation":[98],"complicated":[101],"distortions.":[103],"Furthermore,":[104],"simple":[106],"residual":[107],"group":[108],"is":[110,142],"proposed":[111,169],"order":[113],"learn":[115],"distribution":[117],"degradation":[119],"and":[120,136,153,172,180],"non-linear":[121],"processing":[122],"Image":[125],"Signal":[126],"Processing":[127],"(ISP)":[128],"pipeline.":[129],"In":[130],"absence":[132],"paired":[134],"HBD":[135,154],"data,":[138],"model":[141],"trained":[143,191],"end-to-end":[144],"within":[145],"generative":[147],"adversarial":[148],"framework":[149],"using":[150],"non-paired":[151],"Finally,":[156],"demonstrate":[158],"that":[159],"series":[161],"BDE":[163],"models":[164],"can":[165],"benefit":[166],"synthetic":[170],"dataset":[171],"exhibit":[173],"improved":[174],"visual":[175],"quality":[176],"with":[177,187],"sharper":[178],"edges":[179],"finer":[181],"textures":[182],"scenes":[185],"compared":[186],"original":[189],"versions":[190],"directly":[193],"quantized":[194],"pairs.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
