Image registration of real-time video data using the SONIC reconfigurable computer platform

W. Melis, P. Cheung, W. Luk
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引用次数: 9

Abstract

This paper is concerned with the image registration problem as applied to video sequences that have been subjected to geometric distortions. This work involves the development of a computationally efficient algorithm to restore the video sequence using image registration techniques. An approach based on motion vectors is proposed and is found to be successful in restoring the video sequence for any affine transform based distortion. The algorithm is implemented in FPGA hardware targeted for a reconfigurable computing platform called SONIC It is shown that the algorithm can efficiently restore the video data in realtime.
利用SONIC可重构计算机平台对实时视频数据进行图像配准
本文关注的是图像配准问题,适用于已遭受几何畸变的视频序列。这项工作涉及到使用图像配准技术恢复视频序列的计算效率的算法的发展。提出了一种基于运动向量的方法,并发现该方法可以成功地恢复任何基于仿射变换的视频序列。该算法在面向可重构计算平台SONIC的FPGA硬件上实现,实验结果表明,该算法能够有效地实时恢复视频数据。
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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