DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Ro, Yong Man | - |
dc.contributor.advisor | 노용만 | - |
dc.contributor.author | Park, Minho | - |
dc.date.accessioned | 2021-05-13T19:33:17Z | - |
dc.date.available | 2021-05-13T19:33:17Z | - |
dc.date.issued | 2020 | - |
dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=911329&flag=dissertation | en_US |
dc.identifier.uri | http://hdl.handle.net/10203/284720 | - |
dc.description | 학위논문(석사) - 한국과학기술원 : 전기및전자공학부, 2020.2,[iii, 26 p. :] | - |
dc.description.abstract | In the field of computer vision and video processing, video frame interpolation has received significant interest. Motion of objects in video could be smooth and continuous by synthesizing intermediate frame. When the motion is complex, large and non-linear, generated intermediate frame is blurred and has large artifacts. In this work, we propose a novel video frame interpolation considering the complex motion patterns. The proposed video frame interpolation takes into account an complex motion map that contains location and intensity of the complex motion. The proposed method consists of three parts, which are optical flow based frame interpolation, complex motion detection and frame refinement. The proposed video frame interpolation can be robust against the complex motion including irregular and large motion. Experimental results showed that the proposed video frame interpolation achieved high performance on various public video dataset and especially on videos with complex motion patterns. | - |
dc.language | eng | - |
dc.publisher | 한국과학기술원 | - |
dc.subject | Deep learning▼aVideo frame interpolation▼aComplex motion▼aVideo prediction▼aImage synthesis | - |
dc.subject | 딥 러닝▼a비디오 프레임 보간▼a복잡한 움직임▼a비디오 프레임 예측▼a이미지 생성 | - |
dc.title | Video frame interpolation using complex motion pattern aware deep learning | - |
dc.title.alternative | 복잡한 움직임 패턴을 고려한 딥 비디오 프레임 보간 연구 | - |
dc.type | Thesis(Master) | - |
dc.identifier.CNRN | 325007 | - |
dc.description.department | 한국과학기술원 :전기및전자공학부, | - |
dc.contributor.alternativeauthor | 박민호 | - |
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