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A generic implementation framework for FPGA based stereo matching

机译:基于FPGA的立体声匹配的通用实现框架

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This paper investigates the real time implementation requirements for several stereo matching algorithms. The area-based matching techniques sum of absolute differences (SAD), sum of squared differences (SSD), and normalised cross correlation (NCC) are considered as well as the non-parametric census and rank methods. A generic stereo matching framework is presented and algorithm specific implementation requirements compared. The suitability of field programmable gate array (FPGA) based custom computers to the stereo matching problem is discussed and the use of partial reconfigurability and adaptive stereo vision is suggested.
机译:本文调查了几个立体声匹配算法的实时实施要求。基于区域的匹配技术绝对差异(SAD),平方差(SSD)和归一化交叉相关(NCC)的总和,以及非参数性人口普查和等级方法。呈现了通用立体声匹配框架,并比较了算法特定的实现要求。讨论了现场可编程门阵列(FPGA)的定制计算机对立体匹配问题的适用性,并建议使用部分重新配置和适应立体视觉。

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