{"id":"https://openalex.org/W4404191043","doi":"https://doi.org/10.3390/info15110718","title":"Lightweight Reference-Based Video Super-Resolution Using Deformable Convolution","display_name":"Lightweight Reference-Based Video Super-Resolution Using Deformable Convolution","publication_year":2024,"publication_date":"2024-11-08","ids":{"openalex":"https://openalex.org/W4404191043","doi":"https://doi.org/10.3390/info15110718"},"language":"en","primary_location":{"id":"doi:10.3390/info15110718","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15110718","pdf_url":null,"source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/info15110718","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009192524","display_name":"Tomo Miyazaki","orcid":"https://orcid.org/0000-0001-5205-0542"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomo Miyazaki","raw_affiliation_strings":["Graduate School of Engineering, Tohoku University, Sendai 9808579, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Tohoku University, Sendai 9808579, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051193909","display_name":"Zirui Guo","orcid":"https://orcid.org/0000-0003-3274-8323"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zirui Guo","raw_affiliation_strings":["Graduate School of Engineering, Tohoku University, Sendai 9808579, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Tohoku University, Sendai 9808579, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020830042","display_name":"Shinichiro Omachi","orcid":"https://orcid.org/0000-0001-7706-9995"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Shinichiro Omachi","raw_affiliation_strings":["Graduate School of Engineering, Tohoku University, Sendai 9808579, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Tohoku University, Sendai 9808579, Japan","institution_ids":["https://openalex.org/I201537933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020830042"],"corresponding_institution_ids":["https://openalex.org/I201537933"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.5283,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67661825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"15","issue":"11","first_page":"718","last_page":"718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":1.0,"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":1.0,"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":0.9990000128746033,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9980999827384949,"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":0.6883667707443237},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6649215817451477},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5782151222229004},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5283530354499817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5206893682479858},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.474644273519516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6883667707443237},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6649215817451477},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5782151222229004},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5283530354499817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5206893682479858},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.474644273519516},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/info15110718","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15110718","pdf_url":null,"source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9b672a4c69d64af5b2c7e7bb7a2b223f","is_oa":true,"landing_page_url":"https://doaj.org/article/9b672a4c69d64af5b2c7e7bb7a2b223f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 15, Iss 11, p 718 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info15110718","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15110718","pdf_url":null,"source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W764651262","https://openalex.org/W1686810756","https://openalex.org/W2010981316","https://openalex.org/W2016482162","https://openalex.org/W2194775991","https://openalex.org/W2331128040","https://openalex.org/W2475287302","https://openalex.org/W2476548250","https://openalex.org/W2601564443","https://openalex.org/W2607041014","https://openalex.org/W2741137940","https://openalex.org/W2798664922","https://openalex.org/W2866634454","https://openalex.org/W2883996939","https://openalex.org/W2919046835","https://openalex.org/W2923834406","https://openalex.org/W2953823547","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W2965669158","https://openalex.org/W2966926453","https://openalex.org/W3034243376","https://openalex.org/W3034475761","https://openalex.org/W3035022492","https://openalex.org/W3039327658","https://openalex.org/W3085056143","https://openalex.org/W3138516171","https://openalex.org/W3176148916","https://openalex.org/W3207918547","https://openalex.org/W4282038969","https://openalex.org/W4284886326","https://openalex.org/W4285109132","https://openalex.org/W4309296949","https://openalex.org/W4322706753","https://openalex.org/W4391706939","https://openalex.org/W4395960501"],"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":{"Super-resolution":[0],"is":[1,64],"a":[2,6,12,43,61,68,106,115,131,184,189],"technique":[3],"for":[4],"generating":[5],"high-resolution":[7,62,82],"image":[8,29,63,87,187],"or":[9],"video":[10,118],"from":[11,84,188],"low-resolution":[13,74,99,191],"counterpart":[14],"by":[15],"predicting":[16],"natural":[17],"and":[18,100,110,168],"realistic":[19],"texture":[20,96],"information.":[21],"It":[22],"has":[23],"various":[24],"applications":[25],"such":[26],"as":[27,67],"medical":[28],"analysis,":[30],"surveillance,":[31],"remote":[32],"sensing,":[33],"etc.":[34],"However,":[35,93],"traditional":[36],"single-image":[37],"super-resolution":[38,48,119,130],"methods":[39,49,78,163],"can":[40,134],"lead":[41],"to":[42,53,72,88,156,173],"blurry":[44],"visual":[45],"effect.":[46],"Reference-based":[47,77],"have":[50],"been":[51],"proposed":[52,125,151,159,181],"recover":[54],"detailed":[55],"information":[56],"accurately.":[57],"In":[58],"reference-based":[59,117,129],"methods,":[60],"also":[65],"used":[66,137],"reference":[69,86,101],"in":[70,139,164,171,193],"addition":[71,172],"the":[73,85,128,147,150,158,180,205],"input":[75],"image.":[76],"aim":[79],"at":[80],"transferring":[81],"textures":[83],"produce":[89],"visually":[90],"pleasing":[91],"results.":[92],"it":[94],"requires":[95,105],"alignment":[97],"between":[98],"images,":[102],"which":[103],"generally":[104],"lot":[107],"of":[108,149],"time":[109],"memory.":[111],"This":[112],"paper":[113],"proposes":[114],"lightweight":[116],"method":[120,126,160,182],"using":[121,196],"deformable":[122],"convolution.":[123],"The":[124,175],"makes":[127],"technology":[132],"that":[133,179],"be":[135],"easily":[136],"even":[138],"environments":[140],"with":[141,161],"limited":[142],"computational":[143],"resources.":[144],"To":[145],"verify":[146],"effectiveness":[148],"method,":[152],"we":[153],"conducted":[154],"experiments":[155],"compare":[157],"baseline":[162],"two":[165,197],"aspects:":[166],"runtime":[167],"memory":[169],"usage,":[170],"accuracy.":[174],"experimental":[176],"results":[177],"showed":[178],"restored":[183],"high-quality":[185],"super-resolved":[186],"very":[190],"level":[192],"0.0138":[194],"s":[195],"NVIDIA":[198],"RTX":[199],"2080":[200],"GPUs,":[201],"much":[202],"faster":[203],"than":[204],"representative":[206],"method.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-03T08:47:05.690250","created_date":"2025-10-10T00:00:00"}