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A SoPC design of a real-time high-definition stereo matching algorithm

机译:实时高清立体声匹配算法的SoPC设计

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摘要

This paper proposed an System-on-Programmable-Chip (SoPC) architecture to implement a stereo matching algorithm based on a kind of sparse census transform in a FPGA chip which can provide a high-definition dense disparity map in real-time. The circuits of the algorithm were modeled by the Matlab-based DSP Builder. The whole algorithm circuits were implemented in pipelined structure. It can process many different sizes of stereo pair images through a configuration interface. The maximum horizon resolution of stereo images is 2048. The algorithm core runs at 6MHz, and 30 frames of 1396x1110 disparity maps can be obtained in one second with 5x5 matching window and maximum 64 disparity pixels.
机译:本文提出了一种可编程芯片系统(SoPC)架构,以一种基于稀疏人口普查变换的立体声匹配算法在FPGA芯片中实现,可以实时提供高清的密集视差图。该算法的电路由基于Matlab的DSP Builder建模。整个算法电路均以流水线结构实现。它可以通过配置界面处理许多不同尺寸的立体声对图像。立体图像的最大水平分辨率为2048。算法核心以6MHz运行,并且在5x5匹配窗口和最多64个视差像素的情况下,在一秒钟内可以获得30帧1396x1110视差图。

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