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Efficient Smart CMOS Camera Based on FPGAs Oriented to Embedded Image Processing

机译:基于FPGA的面向嵌入式图像处理的高效智能CMOS相机

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This article describes an image processing system based on an intelligent ad-hoc camera, whose two principle elements are a high speed 1.2 megapixel Complementary Metal Oxide Semiconductor (CMOS) sensor and a Field Programmable Gate Array (FPGA). The latter is used to control the various sensor parameter configurations and, where desired, to receive and process the images captured by the CMOS sensor. The flexibility and versatility offered by the new FPGA families makes it possible to incorporate microprocessors into these reconfigurable devices, and these are normally used for highly sequential tasks unsuitable for parallelization in hardware. For the present study, we used a Xilinx XC4VFX12 FPGA, which contains an internal Power PC (PPC) microprocessor. In turn, this contains a standalone system which manages the FPGA image processing hardware and endows the system with multiple software options for processing the images captured by the CMOS sensor. The system also incorporates an Ethernet channel for sending processed and unprocessed images from the FPGA to a remote node. Consequently, it is possible to visualize and configure system operation and captured and/or processed images remotely.
机译:本文介绍了一种基于智能自组织摄像机的图像处理系统,该系统的两个主要要素是高速1.2兆像素互补金属氧化物半导体(CMOS)传感器和现场可编程门阵列(FPGA)。后者用于控制各种传感器参数配置,并在需要时用于接收和处理由CMOS传感器捕获的图像。新的FPGA系列提供的灵活性和多功能性使将微处理器整合到这些可重新配置的设备中成为可能,并且这些通常用于高度顺序的任务,不适合硬件并行化。对于本研究,我们使用了Xilinx XC4VFX12 FPGA,其中包含一个内部Power PC(PPC)微处理器。反过来,它包含一个独立的系统,该系统管理FPGA图像处理硬件,并使该系统具有多个软件选件,以处理CMOS传感器捕获的图像。该系统还集成了一个以太网通道,用于将已处理和未处理的图像从FPGA发送到远程节点。因此,可以远程可视化和配置系统操作以及捕获和/或处理的图像。

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