{"id":"https://openalex.org/W2972016175","doi":"https://doi.org/10.1145/3363550","title":"Deep Iterative Frame Interpolation for Full-frame Video Stabilization","display_name":"Deep Iterative Frame Interpolation for Full-frame Video Stabilization","publication_year":2020,"publication_date":"2020-01-16","ids":{"openalex":"https://openalex.org/W2972016175","doi":"https://doi.org/10.1145/3363550","mag":"2972016175"},"language":"en","primary_location":{"id":"doi:10.1145/3363550","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3363550","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1909.02641","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010273576","display_name":"Jinsoo Choi","orcid":"https://orcid.org/0000-0002-3650-9461"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jinsoo Choi","raw_affiliation_strings":["KAIST, Daejeon, Republic of Korea","KAIST,Daejeon,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012455275","display_name":"In So Kweon","orcid":"https://orcid.org/0000-0001-9626-5983"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"In So Kweon","raw_affiliation_strings":["KAIST, Daejeon, Republic of Korea","KAIST,Daejeon,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010273576"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":0.0981,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.35961669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"39","issue":"1","first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13579","display_name":"Image and Video Stabilization","score":0.9998999834060669,"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/T13579","display_name":"Image and Video Stabilization","score":0.9998999834060669,"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/T11408","display_name":"Advanced Optical Imaging Technologies","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14158","display_name":"Optical Systems and Laser Technology","score":0.949400007724762,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8089519143104553},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.7109574675559998},{"id":"https://openalex.org/keywords/residual-frame","display_name":"Residual frame","score":0.7075262665748596},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.6871235966682434},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.664025604724884},{"id":"https://openalex.org/keywords/motion-interpolation","display_name":"Motion interpolation","score":0.6375428438186646},{"id":"https://openalex.org/keywords/jitter","display_name":"Jitter","score":0.6359522342681885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6277891993522644},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.556621789932251},{"id":"https://openalex.org/keywords/reference-frame","display_name":"Reference frame","score":0.3888978958129883},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.2469053864479065},{"id":"https://openalex.org/keywords/block-matching-algorithm","display_name":"Block-matching algorithm","score":0.2231752872467041},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2229672074317932},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.19760772585868835},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08103591203689575},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.06692945957183838}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8089519143104553},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.7109574675559998},{"id":"https://openalex.org/C204641915","wikidata":"https://www.wikidata.org/wiki/Q7315509","display_name":"Residual frame","level":4,"score":0.7075262665748596},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.6871235966682434},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.664025604724884},{"id":"https://openalex.org/C72560505","wikidata":"https://www.wikidata.org/wiki/Q204510","display_name":"Motion interpolation","level":5,"score":0.6375428438186646},{"id":"https://openalex.org/C134652429","wikidata":"https://www.wikidata.org/wiki/Q1052698","display_name":"Jitter","level":2,"score":0.6359522342681885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6277891993522644},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.556621789932251},{"id":"https://openalex.org/C172849965","wikidata":"https://www.wikidata.org/wiki/Q3148875","display_name":"Reference frame","level":3,"score":0.3888978958129883},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.2469053864479065},{"id":"https://openalex.org/C167510206","wikidata":"https://www.wikidata.org/wiki/Q2835824","display_name":"Block-matching algorithm","level":4,"score":0.2231752872467041},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2229672074317932},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.19760772585868835},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08103591203689575},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.06692945957183838},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3363550","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3363550","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1909.02641","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1909.02641","pdf_url":"https://arxiv.org/pdf/1909.02641","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"mag:2972016175","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1909.02641","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1909.02641","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1909.02641","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:1909.02641","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1909.02641","pdf_url":"https://arxiv.org/pdf/1909.02641","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1647711588","display_name":null,"funder_award_id":"2017-0-01780","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2972016175.pdf","grobid_xml":"https://content.openalex.org/works/W2972016175.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W38806551","https://openalex.org/W1598024204","https://openalex.org/W1686810756","https://openalex.org/W1742701791","https://openalex.org/W1901129140","https://openalex.org/W1905052409","https://openalex.org/W1981693481","https://openalex.org/W2021211494","https://openalex.org/W2038376816","https://openalex.org/W2049092359","https://openalex.org/W2057412674","https://openalex.org/W2089736392","https://openalex.org/W2097934325","https://openalex.org/W2107215109","https://openalex.org/W2112673789","https://openalex.org/W2113018061","https://openalex.org/W2116120141","https://openalex.org/W2120281425","https://openalex.org/W2121033927","https://openalex.org/W2122894022","https://openalex.org/W2123675554","https://openalex.org/W2169574628","https://openalex.org/W2194775991","https://openalex.org/W2305401973","https://openalex.org/W2470139095","https://openalex.org/W2519006193","https://openalex.org/W2604329646","https://openalex.org/W2609102463","https://openalex.org/W2795142947","https://openalex.org/W2800888024","https://openalex.org/W2807633959","https://openalex.org/W2898558078","https://openalex.org/W2902346020","https://openalex.org/W2951751411","https://openalex.org/W2963125871","https://openalex.org/W2963268050","https://openalex.org/W2963782415","https://openalex.org/W2964251418"],"related_works":["https://openalex.org/W2999765114","https://openalex.org/W2312889494","https://openalex.org/W2783348085","https://openalex.org/W2901614173","https://openalex.org/W2884819940","https://openalex.org/W2941449194","https://openalex.org/W2278760679","https://openalex.org/W3167698736","https://openalex.org/W3109922497","https://openalex.org/W3083983340","https://openalex.org/W1530994321","https://openalex.org/W3110979041","https://openalex.org/W2992051623","https://openalex.org/W2898882361","https://openalex.org/W2903823220","https://openalex.org/W2802624257","https://openalex.org/W2573905415","https://openalex.org/W2146386216","https://openalex.org/W3016953552","https://openalex.org/W2139728682"],"abstract_inverted_index":{"Video":[0],"stabilization":[1,43,78],"is":[2,85,89,100,116],"a":[3,37],"fundamental":[4],"and":[5,29,51,139],"important":[6],"technique":[7],"for":[8],"higher":[9],"quality":[10],"videos.":[11],"Prior":[12],"works":[13],"have":[14],"extensively":[15],"explored":[16],"video":[17,42,47,128],"stabilization,":[18],"but":[19],"most":[20],"of":[21,25,33,112,134],"them":[22],"involve":[23],"cropping":[24,50],"the":[26,77,110,117,132,144],"frame":[27,58],"boundaries":[28],"introduce":[30],"moderate":[31],"levels":[32],"distortion.":[34,53],"We":[35,130],"present":[36],"novel":[38],"deep":[39,124],"approach":[40,125],"to":[41,61,67,102,120,126,143],"that":[44,86],"can":[45],"generate":[46,62],"frames":[48],"without":[49],"low":[52],"The":[54],"proposed":[55],"framework":[56,88],"utilizes":[57],"interpolation":[59],"techniques":[60],"in":[63,73,92,104],"between":[64],"frames,":[65],"leading":[66],"reduced":[68],"inter-frame":[69],"jitter.":[70],"Once":[71],"applied":[72],"an":[74,93,122],"iterative":[75],"fashion,":[76],"effect":[79],"becomes":[80],"stronger.":[81],"A":[82],"major":[83],"advantage":[84],"our":[87,98,113,135],"end-to-end":[90],"trainable":[91],"unsupervised":[94,123],"manner.":[95],"In":[96],"addition,":[97],"method":[99,136],"able":[101],"run":[103],"near":[105],"real-time":[106],"(15":[107],"fps).":[108],"To":[109],"best":[111],"knowledge,":[114],"this":[115],"first":[118],"work":[119],"propose":[121],"full-frame":[127],"stabilization.":[129],"show":[131],"advantages":[133],"through":[137],"quantitative":[138],"qualitative":[140],"evaluations":[141],"comparing":[142],"state-of-the-art":[145],"methods.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
