Full-Frame Video Stabilization

Video stabilization is an important video enhancement technology which aims at removing annoying shaky motion from videos. We propose a practical and robust approach of video stabilization that produces full-frame stabilized videos with good visual quality. While most previous methods end up with producing low resolution stabilized videos, our completion method can produce full-frame videos by naturally filling in missing image parts by locally aligning image data of neighboring frames. To achieve this, motion inpainting is proposed to enforce spatial and temporal consistency of the completion in both static and dynamic image areas. In addition, image quality in the stabilized video is enhanced with a new practical deblurring algorithm. Instead of estimating point spread functions, our method transfers and interpolates sharper image pixels of neighbouring frames to increase the sharpness of the frame. The proposed video completion and deblurring methods enabled us to develop a complet...

• Type: Conference
• Year: 2005
• Where: CVPR
• Authors: Yasuyuki Matsushita, Eyal Ofek, Xiaoou Tang, Heung-Yeung Shum
• Keywords: Computer Vision, CVPR 2005, Full-frame Stabilized Videos, Full-frame Videos, Resolution Stabilized Videos, Sharper Image Pixels, Video Completion