Paper
31 May 2013 Electronic image stabilization algorithms based on flight characteristics of the small UAV
Sijie Liu, Hongying Zhao, Lu Wang, Ying Mai
Author Affiliations +
Abstract
The small unmanned Aerial Vehicles (UAVs) are more popular because of their lower flight height, shorter flight period and continuous affordability. However, the small UAVs are sensitive to wind and airstream during the flight. The videos are often characterized by jitter, so the effective image electronic stabilization is important. In this paper, firstly, the flight characteristics of small UAVs were summarized and analyzed. Secondly, we analyzed the following problems: 1) under condition of drifts, the intentional motion estimation is not easy and much information will lost if motion compensation is not conducted properly; 2) on the situation of large tilt angle, the motions of images are complicate, simple motion models are not suitable. In order to cope with these problems, corresponding algorithms were proposed. Finally, we conducted some experiments; the results indicated that our methods were effective.
© (2013) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Sijie Liu, Hongying Zhao, Lu Wang, and Ying Mai "Electronic image stabilization algorithms based on flight characteristics of the small UAV", Proc. SPIE 8713, Airborne Intelligence, Surveillance, Reconnaissance (ISR) Systems and Applications X, 87130W (31 May 2013); https://doi.org/10.1117/12.2015513
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KEYWORDS
Unmanned aerial vehicles

Motion models

Affine motion model

Filtering (signal processing)

Motion estimation

Video

Digital filtering

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