Design and Implementation of Electronic Image Stabilization System Based on Dual-Core DSP

Haolong Zhang, Qiang Wu, Tianqi Liu, Xuwen Li
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引用次数: 5

Abstract

Electronic image stabilization (EIS) technology is an important research area of video processing and computer vision. This paper presented a set of fast and parallel EIS algorithms. Firstly, this paper proposed a fast local motion vector (LMV) estimation algorithm based on the FAST feature to solve the problem that the traditional algorithm is too complex. Secondly, a parallel global motion vector (GMV) algorithm based on image division is designed, which computes every LMV simultaneously, and then estimates the GMV by all LMVs. Finally, based on the proposed algorithm, an EIS systems based on BF609 dual-core DSP processor is designed and implemented. Experiment results show that the algorithm and system presented in this thesis can effectively stabilize jittery video and achieve high real-time performance. When dealing with PAL standard video, the total time cost is less than 40ms.
基于双核DSP的电子稳像系统的设计与实现
电子稳像技术是视频处理和计算机视觉领域的一个重要研究方向。本文提出了一套快速并行的EIS算法。首先,针对传统算法过于复杂的问题,提出了一种基于fast特征的快速局部运动矢量(LMV)估计算法。其次,设计了一种基于图像分割的并行全局运动矢量(GMV)算法,该算法同时计算每个LMV,然后由所有LMV对GMV进行估计;最后,基于所提出的算法,设计并实现了一个基于BF609双核DSP处理器的EIS系统。实验结果表明,本文提出的算法和系统能够有效地稳定抖动视频,达到较高的实时性。在处理PAL标准视频时,总时间成本小于40ms。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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