{"id":"https://openalex.org/W4392151996","doi":"https://doi.org/10.1109/tmm.2024.3366765","title":"Video Demoir\u00e9ing With Deep Temporal Color Embedding and Video-Image Invertible Consistency","display_name":"Video Demoir\u00e9ing With Deep Temporal Color Embedding and Video-Image Invertible Consistency","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392151996","doi":"https://doi.org/10.1109/tmm.2024.3366765"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3366765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3366765","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":"https://openalex.org/A5100707809","display_name":"Lin Liu","orcid":"https://orcid.org/0000-0001-8406-085X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Liu","raw_affiliation_strings":["Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084459133","display_name":"Junfeng An","orcid":"https://orcid.org/0000-0002-6739-1013"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfeng An","raw_affiliation_strings":["CS, Harbin Institute of Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"CS, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114549634","display_name":"Shanxin Yuan","orcid":"https://orcid.org/0000-0003-1447-0831"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shanxin Yuan","raw_affiliation_strings":["Queen Mary University of London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Queen Mary University of London, London, U.K","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046805800","display_name":"Wengang Zhou","orcid":"https://orcid.org/0000-0003-1690-9836"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wengang Zhou","raw_affiliation_strings":["Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078141810","display_name":"Houqiang Li","orcid":"https://orcid.org/0000-0003-2188-3028"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Houqiang Li","raw_affiliation_strings":["Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100645705","display_name":"Yanfeng Wang","orcid":"https://orcid.org/0000-0002-3196-2347"},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfeng Wang","raw_affiliation_strings":["Shanghai AI Laboratory, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai AI Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4391012619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100393506","display_name":"Qi Tian","orcid":"https://orcid.org/0000-0002-7252-5047"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Tian","raw_affiliation_strings":["Huawei, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Huawei, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100707809"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.9971,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74829982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"26","issue":null,"first_page":"7386","last_page":"7397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9994000196456909,"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":0.9984999895095825,"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":0.7932497262954712},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6875138282775879},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6157573461532593},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5140553712844849},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.46590667963027954},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.41955459117889404},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.40940940380096436},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3281899690628052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7932497262954712},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6875138282775879},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6157573461532593},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5140553712844849},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.46590667963027954},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.41955459117889404},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.40940940380096436},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3281899690628052}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3366765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3366765","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/G6308808780","display_name":null,"funder_award_id":"62021001","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":84,"referenced_works":["https://openalex.org/W1967954059","https://openalex.org/W1972942324","https://openalex.org/W2010308746","https://openalex.org/W2046090749","https://openalex.org/W2048312625","https://openalex.org/W2121741640","https://openalex.org/W2354008177","https://openalex.org/W2548527721","https://openalex.org/W2769654144","https://openalex.org/W2802445786","https://openalex.org/W2886787375","https://openalex.org/W2947339728","https://openalex.org/W2957365494","https://openalex.org/W2965669158","https://openalex.org/W2978883305","https://openalex.org/W2984466630","https://openalex.org/W2988407809","https://openalex.org/W2989642755","https://openalex.org/W2998432172","https://openalex.org/W3003321577","https://openalex.org/W3011606420","https://openalex.org/W3034337578","https://openalex.org/W3034651384","https://openalex.org/W3034872469","https://openalex.org/W3035047434","https://openalex.org/W3035678232","https://openalex.org/W3043823510","https://openalex.org/W3083885798","https://openalex.org/W3088751363","https://openalex.org/W3092755853","https://openalex.org/W3095495550","https://openalex.org/W3099614098","https://openalex.org/W3102015846","https://openalex.org/W3103174683","https://openalex.org/W3109671265","https://openalex.org/W3111802831","https://openalex.org/W3150118988","https://openalex.org/W3158777120","https://openalex.org/W3172313024","https://openalex.org/W3173217100","https://openalex.org/W3174298282","https://openalex.org/W3176101515","https://openalex.org/W3182700213","https://openalex.org/W3193296307","https://openalex.org/W3198884575","https://openalex.org/W3199334903","https://openalex.org/W3199549300","https://openalex.org/W3202462044","https://openalex.org/W3203499574","https://openalex.org/W3206996732","https://openalex.org/W3207134607","https://openalex.org/W4205840325","https://openalex.org/W4221158281","https://openalex.org/W4226016551","https://openalex.org/W4285117688","https://openalex.org/W4285237441","https://openalex.org/W4285505226","https://openalex.org/W4292256660","https://openalex.org/W4292263295","https://openalex.org/W4312345917","https://openalex.org/W4312354721","https://openalex.org/W4312546315","https://openalex.org/W4312612915","https://openalex.org/W4312686258","https://openalex.org/W4312695952","https://openalex.org/W4312812783","https://openalex.org/W4312938066","https://openalex.org/W4312957279","https://openalex.org/W4313306230","https://openalex.org/W4317549599","https://openalex.org/W4319663702","https://openalex.org/W4319996433","https://openalex.org/W4365801700","https://openalex.org/W4375827355","https://openalex.org/W4386088228","https://openalex.org/W4386453635","https://openalex.org/W6705527752","https://openalex.org/W6780226713","https://openalex.org/W6784470723","https://openalex.org/W6785326641","https://openalex.org/W6786556696","https://openalex.org/W6803364536","https://openalex.org/W6848842748","https://openalex.org/W6849188111"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2037549926","https://openalex.org/W2345479200","https://openalex.org/W2183306018","https://openalex.org/W2849310602","https://openalex.org/W3006008237","https://openalex.org/W2419146053","https://openalex.org/W4388890789","https://openalex.org/W2088247287","https://openalex.org/W2963903416"],"abstract_inverted_index":{"Demoir\u00e9ing":[0],"is":[1],"the":[2,13,16,40,66,69,88,111,153,194],"task":[3],"of":[4,48,68,91,157,183,190],"removing":[5],"moir\u00e9":[6],"patterns,":[7],"which":[8,61],"are":[9,75],"commonly":[10],"caused":[11],"by":[12],"interference":[14],"between":[15],"screen":[17],"and":[18,185],"digital":[19],"cameras.":[20],"Although":[21],"research":[22,31],"on":[23,32,57,77],"single":[24],"image":[25],"demoir\u00e9ing":[26,34,43,166],"has":[27,35],"made":[28],"great":[29],"progress,":[30],"video":[33,53],"received":[36],"less":[37],"attention":[38],"from":[39],"community.":[41],"Video":[42],"poses":[44],"a":[45,105,129,145],"new":[46],"set":[47],"challenges.":[49],"First,":[50],"most":[51],"existing":[52,172],"restoration":[54],"algorithms":[55,74],"rely":[56],"multi-resolution":[58],"pixel-based":[59],"alignment,":[60],"can":[62,134],"cause":[63],"damage":[64],"to":[65,86,123,150],"details":[67,137],"predicted":[70],"results.":[71],"Second,":[72],"these":[73,101],"based":[76],"flow-based":[78],"loss":[79,148],"or":[80],"relation-based":[81],"loss,":[82],"making":[83],"it":[84],"difficult":[85],"handle":[87,152],"large":[89],"motions":[90],"adjacent":[92,158],"frames":[93],"while":[94,138],"keeping":[95],"temporal":[96],"consistency":[97],"intact.":[98],"To":[99],"address":[100],"challenges,":[102],"we":[103,143],"present":[104],"novel":[106],"deep":[107],"learning-based":[108],"approach":[109,161],"called":[110],"Deep":[112],"Temporal":[113],"Color":[114],"Embedding":[115],"network":[116,122],"(DTCENet)":[117],"that":[118],"employs":[119],"an":[120],"invertible":[121,147],"align":[124],"distortion":[125],"color":[126,140,154],"patches":[127],"in":[128,165,181,188],"patch-based":[130],"embedding":[131],"framework.":[132],"DTCENet":[133],"well":[135],"preserve":[136],"eliminate":[139],"distortions.":[141],"Furthermore,":[142],"introduce":[144],"video-image":[146],"function":[149],"effectively":[151],"inconsistent":[155],"problem":[156],"frames.":[159],"Our":[160,175],"shows":[162],"promising":[163],"results":[164],"videos,":[167],"with":[168,193],"improved":[169],"performance":[170],"over":[171],"state-of-the-art":[173],"algorithms.":[174],"method":[176],"gets":[177],"about":[178],"10%":[179],"improvements":[180,187],"terms":[182,189],"LPIPS":[184],"10.3%":[186],"FID":[191],"compared":[192],"recent":[195],"SOTA":[196],"methods.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
