DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | 주재걸 | - |
dc.contributor.author | Ganbat, Munkhsoyol | - |
dc.contributor.author | 간바트뭉크소열 | - |
dc.date.accessioned | 2024-07-25T19:30:46Z | - |
dc.date.available | 2024-07-25T19:30:46Z | - |
dc.date.issued | 2023 | - |
dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=1045729&flag=dissertation | en_US |
dc.identifier.uri | http://hdl.handle.net/10203/320541 | - |
dc.description | 학위논문(석사) - 한국과학기술원 : 김재철AI대학원, 2023.8,[iii, 23 p. :] | - |
dc.description.abstract | This paper investigates the impact of reference frame selection on the quality of colorization in videos. A comprehensive analysis of three different video datasets was conducted to evaluate several manual and automatic reference frame selection approaches. Our findings reveal that automatic selection approaches outperform the conventional first or last frame selection approach. Additionally, we propose a novel effective multi-reference frame selection framework that enhances colorization accuracy by selecting an efficient set of reference frames based on the spatio-temporal correspondences of video frames. We believe this is the first study to provide an extensive analysis of the performance of various reference frame selection approaches in video colorization, offering significant implications for future work in this field. | - |
dc.language | eng | - |
dc.publisher | 한국과학기술원 | - |
dc.subject | 영상 색상화▼a레퍼런스 기반 영상 색상화▼a레퍼런스 프레임 선정▼a시공간적 대응▼a딥러닝 | - |
dc.subject | Video colorization▼aReference-based video colorization▼aReference frame selection▼aSpatio-temporal correspondence▼aDeep learning | - |
dc.title | Effective reference frame selection for video colorization: an analysis of manual and automatic selection approaches | - |
dc.title.alternative | 영상 색상화를 위한 효과적인 레퍼런스 프레임 선정: 수동 및 자동 선정 방법론의 비교 분석 | - |
dc.type | Thesis(Master) | - |
dc.identifier.CNRN | 325007 | - |
dc.description.department | 한국과학기술원 :김재철AI대학원, | - |
dc.contributor.alternativeauthor | Choo, Jaegul | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.