{"id":"https://openalex.org/W4405487895","doi":"https://doi.org/10.1109/tcsvt.2024.3519182","title":"Real-World Image Reflection Removal: An Ultra-High-Definition Dataset and an Efficient Baseline","display_name":"Real-World Image Reflection Removal: An Ultra-High-Definition Dataset and an Efficient Baseline","publication_year":2024,"publication_date":"2024-12-17","ids":{"openalex":"https://openalex.org/W4405487895","doi":"https://doi.org/10.1109/tcsvt.2024.3519182"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3519182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3519182","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5002763479","display_name":"Guangyong Chen","orcid":"https://orcid.org/0000-0003-2088-9188"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guang-Yong Chen","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111822975","display_name":"Chuanjiang Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao-Wei Zheng","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012984188","display_name":"Guodong Fan","orcid":"https://orcid.org/0000-0003-0382-6142"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guodong Fan","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075554672","display_name":"Jian-Nan Su","orcid":"https://orcid.org/0000-0002-8206-3675"},"institutions":[{"id":"https://openalex.org/I64449678","display_name":"Putian University","ror":"https://ror.org/00jmsxk74","country_code":"CN","type":"education","lineage":["https://openalex.org/I64449678"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Nan Su","raw_affiliation_strings":["New Engineering Industry College and Putian Electronic Information Industry Technology Research Institute, Putian University, Putian, Fujian, China","New Engineering Industry College, Putian University, Putian, Fujian, China"],"affiliations":[{"raw_affiliation_string":"New Engineering Industry College and Putian Electronic Information Industry Technology Research Institute, Putian University, Putian, Fujian, China","institution_ids":["https://openalex.org/I64449678"]},{"raw_affiliation_string":"New Engineering Industry College, Putian University, Putian, Fujian, China","institution_ids":["https://openalex.org/I64449678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047001937","display_name":"Min Gan","orcid":"https://orcid.org/0000-0002-2756-0054"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Min Gan","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100643265","display_name":"C. L. Philip Chen","orcid":"https://orcid.org/0000-0001-5451-7230"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"C. L. Philip Chen","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002763479"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":null,"apc_paid":null,"fwci":0.7895,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74798834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"35","issue":"5","first_page":"4397","last_page":"4408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9884999990463257,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9884999990463257,"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":0.9830999970436096,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9825000166893005,"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/baseline","display_name":"Baseline (sea)","score":0.7811206579208374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6352343559265137},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.59104984998703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5017349720001221},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47217482328414917},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45272165536880493},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.42457717657089233},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10909047722816467}],"concepts":[{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7811206579208374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6352343559265137},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.59104984998703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5017349720001221},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47217482328414917},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45272165536880493},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.42457717657089233},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10909047722816467},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3519182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3519182","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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":48,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W1901129140","https://openalex.org/W1918869474","https://openalex.org/W1988700013","https://openalex.org/W2031489346","https://openalex.org/W2107530646","https://openalex.org/W2153037214","https://openalex.org/W2209174485","https://openalex.org/W2526362823","https://openalex.org/W2752768279","https://openalex.org/W2779896560","https://openalex.org/W2789530606","https://openalex.org/W2798957034","https://openalex.org/W2798966709","https://openalex.org/W2894734721","https://openalex.org/W2954876976","https://openalex.org/W2955193736","https://openalex.org/W2963177105","https://openalex.org/W2963676366","https://openalex.org/W2964119186","https://openalex.org/W2967060301","https://openalex.org/W2982389402","https://openalex.org/W3034552520","https://openalex.org/W3034647178","https://openalex.org/W3084878719","https://openalex.org/W3101584909","https://openalex.org/W3136703252","https://openalex.org/W3173090543","https://openalex.org/W3180940425","https://openalex.org/W3191948448","https://openalex.org/W4214485187","https://openalex.org/W4214753187","https://openalex.org/W4226020516","https://openalex.org/W4226098466","https://openalex.org/W4226334005","https://openalex.org/W4285234777","https://openalex.org/W4313590844","https://openalex.org/W4319986947","https://openalex.org/W4367016753","https://openalex.org/W4385346076","https://openalex.org/W4385804877","https://openalex.org/W4386065769","https://openalex.org/W4386075681","https://openalex.org/W4388520001","https://openalex.org/W4399039301","https://openalex.org/W4402727373","https://openalex.org/W6637373629","https://openalex.org/W6729983426"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W2101155126","https://openalex.org/W2043093291","https://openalex.org/W4389713859"],"abstract_inverted_index":{"Reflection":[0,81],"removal":[1,40,60],"is":[2,42],"a":[3,77,106,113],"crucial":[4],"issue":[5],"in":[6,83,109],"image":[7],"reconstruction,":[8],"especially":[9],"for":[10,70,129,134,194],"high-definition":[11,71,135,200],"images.":[12,72,201],"Removing":[13],"undesirable":[14,196],"reflections":[15],"can":[16,188],"greatly":[17],"enhance":[18],"the":[19,35,46,56,64,110,122,140,166,175],"performance":[20,57],"of":[21,37,58,66,96],"various":[22],"visual":[23],"systems,":[24],"such":[25],"as":[26],"medical":[27],"imaging,":[28],"autonomous":[29],"driving,":[30],"and":[31,45,62,93,115,148,169,179,191,204],"security":[32],"surveillance.":[33],"However,":[34],"resolution":[36,95],"existing":[38,170],"reflection":[39,59,131,157,197],"datasets":[41,172],"not":[43],"high":[44,94,116],"training":[47],"data":[48],"heavily":[49],"relies":[50],"on":[51,165],"synthetic":[52],"data,":[53],"which":[54],"hampers":[55],"methods":[61],"restricts":[63],"development":[65],"effective":[67],"techniques":[68],"tailored":[69],"Therefore,":[73],"this":[74],"paper":[75],"introduces":[76],"new":[78],"dataset,":[79,88,123],"Real-world":[80],"Removal":[82],"4K":[84],"(RR4K).":[85],"This":[86,137],"novel":[87],"with":[89,144],"its":[90],"large":[91,145],"capacity":[92],"<inline-formula":[97],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[98,210],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[99],"<tex-math":[100],"notation=\"LaTeX\">$6000\\times":[101],"4000$":[102],"</tex-math></inline-formula>":[103],"pixels,":[104],"represents":[105],"significant":[107],"advancement":[108],"field,":[111],"ensuring":[112],"realistic":[114],"quality":[117],"benchmark.":[118],"Furthermore,":[119],"building":[120],"upon":[121],"we":[124],"propose":[125],"an":[126],"efficient":[127],"method":[128,138],"single-image":[130],"removal,":[132],"optimized":[133],"processing.":[136],"employs":[139],"U-Net":[141],"architecture,":[142],"enhanced":[143],"kernel":[146],"distillation":[147],"scale-aware":[149],"features,":[150],"enabling":[151],"it":[152],"to":[153],"effectively":[154],"handle":[155],"complex":[156],"scenarios":[158],"while":[159],"reducing":[160],"computational":[161],"demands.":[162],"Comprehensive":[163],"testing":[164],"RR4K":[167,186],"dataset":[168,187,203],"low-resolution":[171],"has":[173],"demonstrated":[174],"method\u2019s":[176],"superior":[177],"efficiency":[178],"effectiveness.":[180],"We":[181],"believe":[182],"that":[183],"our":[184],"constructed":[185],"better":[189],"evaluate":[190],"design":[192],"algorithms":[193],"removing":[195],"from":[198],"real-world":[199],"Our":[202],"code":[205],"are":[206],"available":[207],"at":[208],"<uri":[209],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/jengchauwei/RR4K</uri>.":[211]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
