Video Stabilization Using ORB Detector

Parth Bansal, Jahanvi B Dinesh, R. ShravanKumarV., B. SujayKrishna, T. Chandar
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引用次数: 1

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.
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视频稳定使用ORB探测器
捕获视频可能会导致不希望的效果,如图像模糊,由于噪声而失真等。为了获得无抖动的视频,本研究旨在使用ORB(定向快速旋转简短)检测器进行数字视频稳定来寻找特征点。为了获得更稳定的输出视频,它使用了带有移动平均窗口的方形滤波器。本研究的目的是实施新的方法来有效地稳定视频。
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