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3D Multi-frame Fusion for Video Stabilization
April 22, 2024, 4:45 a.m. | Zhan Peng, Xinyi Ye, Weiyue Zhao, Tianqi Liu, Huiqiang Sun, Baopu Li, Zhiguo Cao
cs.CV updates on arXiv.org arxiv.org
Abstract: In this paper, we present RStab, a novel framework for video stabilization that integrates 3D multi-frame fusion through volume rendering. Departing from conventional methods, we introduce a 3D multi-frame perspective to generate stabilized images, addressing the challenge of full-frame generation while preserving structure. The core of our approach lies in Stabilized Rendering (SR), a volume rendering module, which extends beyond the image fusion by incorporating feature fusion. The core of our RStab framework lies in …
abstract arxiv challenge core cs.cv eess.iv framework fusion generate images lies novel paper perspective rendering through type video
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