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Keyless car entry through face recognition using FPGA

机译:使用FPGA通过面部识别进行无钥匙进入

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In this paper, a modular, configurable and versatile hardware platform for real-time video and image processing is presented. The hardware platform is based on the Altera DE2 development board which is completed with a Camera interface for video acquisition and a VGA interface for image restitution. A facial recognition system is a computer application for automatically identifying or verifying a person from a digital image or a video frame from a video source. A number of defense, security and commercial applications demand real time face recognition systems, especially when other biometric techniques are not feasible. Using it in our project fulfils the need of car security so as to prevent car thefts which is easier in case of car locking systems. An FPGA (Field Programmable Gated Array) based novel design has been developed which provides real time face tracking of the respective person and if found the respective persons open the lock of the car. The whole system is developed on Altera DE2 board using Verilog HDL (Hardware Description Language) as a coding language. We have not used any of the basic algorithms for the project; we developed our own algorithm by using DE2_TV core provided along with the Altera DE2 board. In our project a fixed background of black color is used and when the pixels of background are distorted by incoming person the corresponding pixels are saved in the SRAM of the board and then later retrieved for face detection and recognition. If the distorting pixels are same with the already saved then the lock of the car opens.
机译:本文提出了一种用于实时视频和图像处理的模块化,可配置且通用的硬件平台。硬件平台基于Altera DE2开发板,该开发板配有用于视频采集的Camera接口和用于图像恢复的VGA接口。面部识别系统是一种计算机应用程序,用于从数字图像或来自视频源的视频帧中自动识别或验证人。许多国防,安全和商业应用都需要实时面部识别系统,尤其是在其他生物识别技术不可行时。在我们的项目中使用它可以满足汽车安全的需求,以防止汽车被盗,这在汽车锁止系统的情况下更容易实现。已经开发了基于FPGA(现场可编程门阵列)的新颖设计,其提供了对相应人员的实时面部跟踪,并且如果发现了相应人员,则可以打开汽车的锁。整个系统是在Altera DE2板上使用Verilog HDL(硬件描述语言)作为编码语言开发的。我们没有为该项目使用任何基本算法;我们通过使用与Altera DE2板一起提供的DE2_TV内核来开发自己的算法。在我们的项目中,使用了固定的黑色背景,并且当传入的人扭曲了背景像素时,相应的像素将保存在电路板的SRAM中,然后再进行取回以进行人脸检测和识别。如果失真像素与已保存的像素相同,则打开汽车锁。

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