{"id":"https://openalex.org/W4407012655","doi":"https://doi.org/10.1109/iccv51701.2025.01019","title":"UDC-VIT: A Real-World Video Dataset for Under-Display Cameras","display_name":"UDC-VIT: A Real-World Video Dataset for Under-Display Cameras","publication_year":2025,"publication_date":"2025-10-19","ids":{"openalex":"https://openalex.org/W4407012655","doi":"https://doi.org/10.1109/iccv51701.2025.01019"},"language":"en","primary_location":{"id":"doi:10.1109/iccv51701.2025.01019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv51701.2025.01019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF International Conference on Computer Vision (ICCV)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2501.18545","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042424327","display_name":"Kyusu Ahn","orcid":"https://orcid.org/0009-0008-3548-833X"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kyusu Ahn","raw_affiliation_strings":["Samsung Display Co., Ltd.,Research Center,Yongin,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Display Co., Ltd.,Research Center,Yongin,Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391623","display_name":"Ji-Soo Kim","orcid":"https://orcid.org/0000-0003-2245-4516"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]},{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I2802457231","display_name":"New Generation University College","ror":"https://ror.org/015aem925","country_code":"ET","type":"education","lineage":["https://openalex.org/I2802457231"]}],"countries":["ET","KR"],"is_corresponding":false,"raw_author_name":"JiSoo Kim","raw_affiliation_strings":["Seoul National University,Dept. of Data Science,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Dept. of Data Science,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I2802457231","https://openalex.org/I139264467","https://openalex.org/I118373667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045054767","display_name":"Sangik Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangik Lee","raw_affiliation_strings":["Samsung Display Co., Ltd.,Mobile Display Electronics Development Team,Yongin,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Display Co., Ltd.,Mobile Display Electronics Development Team,Yongin,Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086981095","display_name":"HyunGyu Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"HyunGyu Lee","raw_affiliation_strings":["Seoul National University,Dept. of Computer Science and Engineering,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Dept. of Computer Science and Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087856286","display_name":"Byeonghyun Ko","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byeonghyun Ko","raw_affiliation_strings":["Seoul National University,Dept. of Computer Science and Engineering,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Dept. of Computer Science and Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101490689","display_name":"Chanwoo Park","orcid":"https://orcid.org/0000-0001-8984-7395"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chanwoo Park","raw_affiliation_strings":["Seoul National University,Dept. of Computer Science and Engineering,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Dept. of Computer Science and Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100767181","display_name":"Jae\u2010Jin Lee","orcid":"https://orcid.org/0000-0003-3260-1620"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]},{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I2802457231","display_name":"New Generation University College","ror":"https://ror.org/015aem925","country_code":"ET","type":"education","lineage":["https://openalex.org/I2802457231"]}],"countries":["ET","KR"],"is_corresponding":false,"raw_author_name":"Jaejin Lee","raw_affiliation_strings":["Seoul National University,Dept. of Data Science,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Dept. of Data Science,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I2802457231","https://openalex.org/I139264467","https://openalex.org/I118373667"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5042424327"],"corresponding_institution_ids":["https://openalex.org/I2250650973"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01118535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10950","last_page":"10960"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.977400004863739,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.977400004863739,"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":0.5977883338928223},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5269041061401367},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5094669461250305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4331294298171997}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5977883338928223},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5269041061401367},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5094669461250305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4331294298171997}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iccv51701.2025.01019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv51701.2025.01019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF International Conference on Computer Vision (ICCV)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2501.18545","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.18545","pdf_url":"https://arxiv.org/pdf/2501.18545","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2501.18545","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2501.18545","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2501.18545","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.18545","pdf_url":"https://arxiv.org/pdf/2501.18545","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"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":{"Even":[0],"though":[1],"an":[2,7,132],"Under-Display":[3],"Camera":[4],"(UDC)":[5],"is":[6,31,184],"advanced":[8],"imaging":[9],"system,":[10],"the":[11,35,88,141,157,166],"display":[12],"panel":[13],"significantly":[14],"degrades":[15],"captured":[16,98],"images":[17],"or":[18],"videos,":[19],"introducing":[20],"low":[21],"transmittance,":[22],"blur,":[23],"noise,":[24],"and":[25,84,118,131,180],"flare":[26,42],"issues.":[27],"Tackling":[28],"such":[29],"issues":[30],"challenging":[32],"because":[33],"of":[34,38,49,87,97,143,160,168],"complex":[36],"degradation":[37],"UDCs,":[39],"including":[40],"diverse":[41],"patterns.":[43],"However,":[44],"no":[45],"dataset":[46,62],"contains":[47],"videos":[48,86,99],"real-world":[50,59],"UDC":[51,60,114,121,135,149,170],"degradation.":[52],"In":[53],"this":[54],"paper,":[55],"we":[56,93,128],"propose":[57,77],"a":[58,78,95],"video":[61,122,136,150],"called":[63],"UDC-VIT.":[64],"Unlike":[65],"existing":[66,120,133],"datasets,":[67,151],"UDC-VIT":[68,110,130,183],"exclusively":[69],"includes":[70],"human":[71],"motions":[72],"for":[73],"facial":[74],"recognition.":[75],"We":[76,108,163],"video-capturing":[79],"system":[80],"to":[81],"acquire":[82],"clean":[83],"UDC-degraded":[85,161],"same":[89],"scene":[90],"simultaneously.":[91],"Then,":[92],"align":[94],"pair":[96],"frame":[100],"by":[101,172],"frame,":[102],"using":[103],"discrete":[104],"Fourier":[105],"transform":[106],"(DFT).":[107],"compare":[109,129],"with":[111],"six":[112,125],"representative":[113],"still":[115],"image":[116],"datasets":[117],"two":[119],"datasets.":[123],"Using":[124],"deep-learning":[126],"models,":[127],"synthetic":[134,148],"dataset.":[137],"The":[138],"results":[139],"indicate":[140],"ineffectiveness":[142],"models":[144],"trained":[145],"on":[146],"earlier":[147],"as":[152],"they":[153],"do":[154],"not":[155],"reflect":[156],"actual":[158],"characteristics":[159],"videos.":[162],"also":[164],"demonstrate":[165],"importance":[167],"effective":[169],"restoration":[171],"evaluating":[173],"face":[174],"recognition":[175],"accuracy":[176],"concerning":[177],"PSNR,":[178],"SSIM,":[179],"LPIPS":[181],"scores.":[182],"available":[185],"at":[186],"our":[187],"official":[188],"GitHub":[189],"repository.":[190]},"counts_by_year":[],"updated_date":"2026-05-06T06:03:25.996018","created_date":"2025-10-10T00:00:00"}