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ROI-Based 3D Video Stabilization Using Warping
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관심영역 기반 와핑을 이용한 3D 동영상 안정화 기법

논문 기본 정보

Type
Academic journal
Author
Tae Hwan Lee (인하대학교) Byung Cheol Song (인하대학교)
Journal
The Institute of Electronics and Information Engineers The Institute of Electronics Engineers of Korea - Signal Processing Vol.49-SP No.2 KCI Accredited Journals
Published
2012.3
Pages
76 - 82 (7page)

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cover
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Topic
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Background
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Method
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Result
ROI-Based 3D Video Stabilization Using Warping
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Abstract· Keywords

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As the portable camcorder becomes popular, various video stabilization algorithms for de-shaking of camera motion have been developed. In the past, most video stabilization algorithms were based on 2-dimensional camera motion, but recent algorithms show much better performance by considering 3-dimensional camera motion. Among the previous video stabilization algorithms, 3D video stabilization algorithm using content-preserving warps is known as the state-of-the art owing to its superior performance. But, the major demerit of the algorithm is its high computational complexity. So, we present a computationally light full-frame warping algorithm based on ROI (region-of-interest) while providing comparable visual quality to the state-of-the art in terms of ROI. First, a proper ROI with a target depth is chosen for each frame, and full-frame warping based on the selected ROI is applied.
#video stabilization #3D motion #segmentation #content preserving warping #full frame warping

Contents

요약
Abstract
Ⅰ. 서론
Ⅱ. 제안 기법
Ⅲ. 실험
Ⅳ. 결론
참고문헌

References (18)

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1. [학술대회논문] - K. Ratakonda / 1998 / Real-time digital video stabilization for multi-media applications / IEEE International Symposium on Circuits and Systems : 69 ~ 72 google schola 2. [학술대회논문] - Y. M. Yeh / 2000 / A digital camcorder image stabilizer based on gray coded bit-plane block matching / IPPR Conf. Computer Vision, Graphics and Image Processing : 244 ~ 251 google schola 3. [학술지(정기간행물)] - Y. Matsushita / 2006 / Full-frame video stabilization with motion inpainting / IEEE Trans. Pattern Analysis and Machine Intelligence 28 (7) : 1150 ~ 1163 google schola 4. [학술대회논문] - S. Battiato / 2007 / SIFT features tracking for video stabilization / ICIAP : 825 ~ 830 google schola 5. [학술대회논문] - F. Liu / 2009 / Content-preserving warps for 3D videostabilization / ACM SIGGRAPH : 1 ~ 9 google schola

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