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FPGA Implementation of CORDIC Based DHT for Image Processing Applications

机译:基于CORDIC的DHT在图像处理应用中的FPGA实现

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摘要

Digital image processing(DIP) is the use of computer algorithms to perform image processing on digital images. The basic operation performed by a simple digital camera is, to convert the light energy to electrical energy, then the energy is converted to digital format and a compression algorithm is used to reduce memory requirement for storing the image. This compression algorithm is frequently called for capturing and storing the images. This leads us to develop an efficient compression algorithm which will give the same result as that of the existing algorithms with low power consumption. Image compression is useful as it helps in reduction of the usage of expensive resources, such as memory, or the transmission bandwidth required. But on the downside, compression techniques result in distortion and also additional computational resources are required for compressiondecompression of the medical image data. In this, we proposed DHT based image compression technique. The computational complexity is further reduced by using pipelined CORDIC architecture for computation of sin and cos terms in DHT. The CORDIC based DHT is partially simulated and synthesized by using Xilinx ISE design suite and the same was implemented on targeted FPGA. The hardware requirements and gate delay values are observed and noted down.
机译:数字图像处理(DIP)是使用计算机算法对数字图像执行图像处理。简单的数码相机执行的基本操作是将光能转换为电能,然后将其转换为数字格式,并使用压缩算法来减少存储图像所需的内存。经常需要使用这种压缩算法来捕获和存储图像。这导致我们开发一种有效的压缩算法,该算法将获得与现有算法相同的结果,且功耗低。图像压缩很有用,因为它有助于减少昂贵的资源(如内存)的使用或所需的传输带宽。但是不利的是,压缩技术导致失真,并且医学图像数据的压缩解压缩还需要额外的计算资源。在此,我们提出了基于DHT的图像压缩技术。通过使用流水线的CORDIC体系结构计算DHT中的正弦项和余弦项,可以进一步降低计算复杂性。使用Xilinx ISE设计套件对基于CORDIC的DHT进行了部分仿真和合成,并在目标FPGA上实现了该功能。观察并记下了硬件要求和门控延迟值。

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