DC Field | Value | Language |
---|---|---|
dc.contributor.author | Son, Hyeongseok | - |
dc.contributor.author | Lee, Junyong | - |
dc.contributor.author | Cho, Sunghyun | - |
dc.contributor.author | Lee, Seungyong | - |
dc.date.accessioned | 2022-12-05T02:20:24Z | - |
dc.date.available | 2022-12-05T02:20:24Z | - |
dc.date.created | 2022-11-24 | - |
dc.date.issued | 2022-10 | - |
dc.identifier.issn | 0167-7055 | - |
dc.identifier.uri | https://oasis.postech.ac.kr/handle/2014.oak/114515 | - |
dc.description.abstract | While motion compensation greatly improves video deblurring quality, separately performing motion compensation and video deblurring demands huge computational overhead. This paper proposes a real-time video deblurring framework consisting of a lightweight multi-task unit that supports both video deblurring and motion compensation in an efficient way. The multi-task unit is specifically designed to handle large portions of the two tasks using a single shared network and consists of a multi-task detail network and simple networks for deblurring and motion compensation. The multi-task unit minimizes the cost of incorporating motion compensation into video deblurring and enables real-time deblurring. Moreover, by stacking multiple multi-task units, our framework provides flexible control between the cost and deblurring quality. We experimentally validate the state-of-the-art deblurring quality of our approach, which runs at a much faster speed compared to previous methods and show practical real-time performance (30.99dB@30fps measured on the DVD dataset). | - |
dc.language | English | - |
dc.publisher | Blackwell Publishing Inc. | - |
dc.relation.isPartOf | Computer Graphics Forum | - |
dc.title | Real-Time Video Deblurring via Lightweight Motion Compensation | - |
dc.type | Article | - |
dc.identifier.doi | 10.1111/cgf.14667 | - |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | Computer Graphics Forum, v.41, no.7, pp.177 - 188 | - |
dc.identifier.wosid | 001008797000017 | - |
dc.citation.endPage | 188 | - |
dc.citation.number | 7 | - |
dc.citation.startPage | 177 | - |
dc.citation.title | Computer Graphics Forum | - |
dc.citation.volume | 41 | - |
dc.contributor.affiliatedAuthor | Son, Hyeongseok | - |
dc.contributor.affiliatedAuthor | Lee, Junyong | - |
dc.contributor.affiliatedAuthor | Cho, Sunghyun | - |
dc.contributor.affiliatedAuthor | Lee, Seungyong | - |
dc.identifier.scopusid | 2-s2.0-85150685078 | - |
dc.description.journalClass | 1 | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.type.docType | Article; Proceedings Paper | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Software Engineering | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
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