多目标图像矩的并行提取架构

Yoshihiro Watanabe, T. Komuro, S. Kagami, M. Ishikawa
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引用次数: 3

摘要

在本文中,我们提出了一种新的架构,可以快速提取图像中大量目标的信息。从图像矩中可以得到各种特征。该架构同时并行提取多个目标的矩。这种并行提取可以显著减少所需的计算量。此外,异步操作允许快速处理。我们相信,即使在高帧率下,我们的架构也可以实时获取更多信息,为广泛的应用提供优势,主要用于图像测量。本文介绍了我们提出的体系结构及其在FPGA上的一些实现结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parallel extraction architecture for image moments of numerous objects
In this paper, we propose a new architecture that can extract information of numerous objects in an image at highspeed. Various characteristics can be obtained from the image moments. The proposed architecture simultaneously extracts the moments of multiple objects in parallel. This parallel extraction enables a significant reduction in the amount of calculation required. In addition, asynchronous operation allows fast processing. We believe that our architecture can obtain more information in real-time even at high frame rates, providing advantages in a wide range of applications, mainly for image measurement. This paper describes our proposed architecture and some results on its implementation in FPGA.
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