期刊名称：Journal of Theoretical and Applied Information Technology
印刷版ISSN：1992-8645
电子版ISSN：1817-3195
出版年度：2013
卷号：49
期号：3
出版社：Journal of Theoretical and Applied
摘要：Video stabilization is one of the important techniques in video restoration researches. Restoration of visual quality in old animation video is necessary due to some artefacts occur since the making of the animation is involving hand-drawn pictures followed by capturing step by camera. These artefacts lead to the unsteadiness and image vibration of the animation scene even in steady condition of capturing step. Video stabilization method aims to reduce those artefacts. This paper proposes video stabilization algorithm in old animation video based on motion estimation. The motion estimation technique employs coarse to fine method based on wavelet transform. The proposed video stabilization algorithm includes local motion estimation, global motion estimation, motion smoothing, and motion compensation. The superior performance of our algorithm over other method for video stabilization in old animation video is demonstrated through simulated experiment. The phase-correlation based algorithm presents ITF increments of about 0.74 -4.56 %, while our proposed algorithm improvements in the ITF of about 4.37-18.53 %.
关键词：Motion Estimation; Video Stabilization; Wavelet Transform; Motion Smoothing;Video Restoration
