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A novel approach to implementing geometric transformations in FPGAs

机译:一种在FPGA中实现几何变换的新颖方法

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Recent advances in Field-Programmable Gate Arrays (FPGAs) and innovations in firmware design have allowed more complex image processing algorithms to be implemented entirely within the FPGA devices while substantially improving performance and reducing development time. Firmware innovations include a unique memory buffer architecture and the use of floating-point math. The design discussed takes advantage of these advances and innovations to implement a geometric transformation algorithm with bilinear interpolation for applications such as distortion correction. The firmware and hardware developed in this effort support image sizes of up to 1024x1024 pixels at 200 Hz and pixel rates of 216 MHz with versions available that support oversized input images.
机译:现场可编程门阵列(FPGA)的最新进展和固件设计的创新使得可以在FPGA器件中完全实现更复杂的图像处理算法,同时显着提高性能并减少开发时间。固件创新包括独特的内存缓冲区架构和浮点数学的使用。所讨论的设计利用这些进步和创新来实现具有双线性插值的几何变换算法,以用于诸如失真校正的应用。通过这种努力开发的固件和硬件在200 Hz时支持最大1024x1024像素的图像尺寸,在216 MHz的像素速率下提供支持超大输入图像的版本。

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