Video Stabilization Using Feature Point Matching

2016 International Conference on Communication, Image and Signal Processing

物理学;无线电电子学;计算机科学

Kulkarni, Shamsundar^1 ; Bormane, D.S.^2 ; Nalbalwar, S.L.^3

JNTU Kakinada, India^1

JSPMs Rajarshi Shahu College of Engg., Savitribai Phule Pune University, Pune, India^2

Dr. Babasaheb Ambedkar Technological University, Lonere, Raigad, India^3

关键词: Feature point matching;    Hand-held cameras;    Image blurring;    Image distortions;    Quality of videos;    Salient points;    Video capturing;    Video stabilization;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/787/1/012017/pdf
DOI  :  10.1088/1742-6596/787/1/012017

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

Video capturing by non-professionals will lead to unanticipated effects. Such as image distortion, image blurring etc. Hence, many researchers study such drawbacks to enhance the quality of videos. In this paper an algorithm is proposed to stabilize jittery videos. A stable output video will be attained without the effect of jitter which is caused due to shaking of handheld camera during video recording. Firstly, salient points from each frame from the input video is identified and processed followed by optimizing and stabilize the video. Optimization includes the quality of the video stabilization. This method has shown good result in terms of stabilization and it discarded distortion from the output videos recorded in different circumstances.