Video Stabilization Using ORB Detector

Abstract

Capturing a video may result in unwanted effects such as image blurring, distortion due to the noise, etc. To obtain a jitter-free video, this study aims to perform Digital Video Stabilization using an ORB (Oriented FAST Rotated BRIEF) detector to find feature points. It makes use of a Square filter with a moving average window in order to obtain a more stable output video. The goal of this proposed study is to implement the novel methodology to stabilize videos effectively.