{"id":"https://openalex.org/W4389520200","doi":"https://doi.org/10.1587/transfun.2023eal2078","title":"Video Reflection Removal by Modified EDVR and 3D Convolution","display_name":"Video Reflection Removal by Modified EDVR and 3D Convolution","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4389520200","doi":"https://doi.org/10.1587/transfun.2023eal2078"},"language":"en","primary_location":{"id":"doi:10.1587/transfun.2023eal2078","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transfun.2023eal2078","pdf_url":"https://www.jstage.jst.go.jp/article/transfun/E107.A/8/E107.A_2023EAL2078/_pdf","source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.jstage.jst.go.jp/article/transfun/E107.A/8/E107.A_2023EAL2078/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102590180","display_name":"Sota MORIYAMA","orcid":null},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Sota MORIYAMA","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Yokohama National University"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Yokohama National University","institution_ids":["https://openalex.org/I180203408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034784131","display_name":"Koichi Ichige","orcid":"https://orcid.org/0000-0001-7663-6919"},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koichi ICHIGE","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Yokohama National University"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Yokohama National University","institution_ids":["https://openalex.org/I180203408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035758142","display_name":"Yuichi Hori","orcid":"https://orcid.org/0000-0001-6281-0998"},"institutions":[{"id":"https://openalex.org/I4210160618","display_name":"Huawei Technologies (United Kingdom)","ror":"https://ror.org/056gzgs71","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210160618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yuichi HORI","raw_affiliation_strings":["Huawei Technologies Japan K.K"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Japan K.K","institution_ids":["https://openalex.org/I4210160618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053111618","display_name":"Masayuki Tachi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160618","display_name":"Huawei Technologies (United Kingdom)","ror":"https://ror.org/056gzgs71","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210160618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Masayuki TACHI","raw_affiliation_strings":["Huawei Technologies Japan K.K"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Japan K.K","institution_ids":["https://openalex.org/I4210160618"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102590180"],"corresponding_institution_ids":["https://openalex.org/I180203408"],"apc_list":null,"apc_paid":null,"fwci":0.1227,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44960673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"E107.A","issue":"8","first_page":"1430","last_page":"1434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9997000098228455,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9997000098228455,"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":0.9991999864578247,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9988999962806702,"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/convolution","display_name":"Convolution (computer science)","score":0.7627849578857422},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.736975371837616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6992164850234985},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6966778635978699},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6188377737998962},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6134640574455261},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5031124949455261},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4350528120994568},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3763027787208557},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35123199224472046},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2644846737384796},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2639998197555542},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10216090083122253},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.07263883948326111}],"concepts":[{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.7627849578857422},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.736975371837616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6992164850234985},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6966778635978699},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6188377737998962},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6134640574455261},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5031124949455261},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4350528120994568},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3763027787208557},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35123199224472046},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2644846737384796},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2639998197555542},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10216090083122253},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.07263883948326111},{"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:10.1587/transfun.2023eal2078","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transfun.2023eal2078","pdf_url":"https://www.jstage.jst.go.jp/article/transfun/E107.A/8/E107.A_2023EAL2078/_pdf","source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transfun.2023eal2078","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transfun.2023eal2078","pdf_url":"https://www.jstage.jst.go.jp/article/transfun/E107.A/8/E107.A_2023EAL2078/_pdf","source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389520200.pdf","grobid_xml":"https://content.openalex.org/works/W4389520200.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1983364832","https://openalex.org/W2133665775","https://openalex.org/W2557227117","https://openalex.org/W2601564443","https://openalex.org/W2607041014","https://openalex.org/W2777427113","https://openalex.org/W2796314858","https://openalex.org/W2798966709","https://openalex.org/W2923834406","https://openalex.org/W2953823547","https://openalex.org/W2964086649","https://openalex.org/W2965669158","https://openalex.org/W2966926453","https://openalex.org/W2982389402","https://openalex.org/W3034475761","https://openalex.org/W3034647178","https://openalex.org/W3085056143","https://openalex.org/W3101787898","https://openalex.org/W4312305207"],"related_works":["https://openalex.org/W2102148524","https://openalex.org/W2314720829","https://openalex.org/W1603736412","https://openalex.org/W4385074335","https://openalex.org/W2375480909","https://openalex.org/W4304185162","https://openalex.org/W2353314428","https://openalex.org/W2626189183","https://openalex.org/W2061685118","https://openalex.org/W2371168111"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,12],"method":[6],"for":[7],"video":[8,13,31],"reflection":[9,32],"removal":[10,33],"using":[11,38],"restoration":[14],"framework":[15],"with":[16],"enhanced":[17],"deformable":[18],"networks":[19],"(EDVR).":[20],"We":[21],"examine":[22],"the":[23,36,52,55,60],"effect":[24],"of":[25,43,51],"each":[26,44],"module":[27],"in":[28,49],"EDVR":[29],"on":[30],"and":[34,59],"modify":[35],"models":[37],"3D":[39],"convolutions.":[40],"The":[41],"performance":[42],"modified":[45],"model":[46],"is":[47],"evaluated":[48],"terms":[50],"RMSE":[53],"between":[54],"structural":[56],"similarity":[57],"(SSIM)":[58],"smoothed":[61],"SSIM":[62],"representing":[63],"temporal":[64],"consistency.":[65]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-09T07:00:12.390032","created_date":"2025-10-10T00:00:00"}
