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Design and Implementation of Efficient RGB to Gray scale Converter Architectures Using Reversible Logic

机译:使用可逆逻辑的高效RGB对灰度转换器架构的设计与实现

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Reversible logic is considered to be a major promising alternative to traditional digital logic circuits. It eliminates the possibility of information loss and makes the system run in the backward direction there by allowing the recovery of the inputs from the generated outputs. Converting an image from RGB to gray scale is crucial for majority of the image and video processing applications and also various computer vision applications as they reduce the computational complexity, storage space and increase the system speed. In this paper we have proposed three efficient reversible logic based schemes for the implementation of the color space converter units. We have implemented the RGB to gray scale converter units using three different techniques namely average method, desaturation and luminosity methods. The implementation of the proposed design and its functionality verification was done on XILINX 14.7 ISE and using Verilog HDL. The proposed design finds applications in many of the fields including image processing, video processing and high speed low power digital signal processing applications as well as computer vision applications like face & gesture recognition, object detection, traffic monitoring systems and surveillance systems.
机译:可逆逻辑被认为是传统数字逻辑电路的主要有前途的替代方案。它消除了信息丢失的可能性,并且通过允许从所生成的输出恢复输入来使系统在向后方向上运行。将RGB从RGB转换为灰度尺度对大多数图像和视频处理应用以及各种计算机视觉应用程序来说至关重要,因为它们降低了计算复杂性,存储空间并提高了系统速度。在本文中,我们提出了三种有效的可逆逻辑基于方案,用于实现色彩空间转换器单元。我们使用三种不同的技术实现了RGB到灰度转换器单元,即平均方法,去饱和度和发光度方法。在Xilinx 14.7 ISE和使用Verilog HDL上完成了所提出的设计及其功能验证。所提出的设计在许多领域中找到了包括图像处理,视频处理和高速低功耗数字信号处理应用以及面部和手势识别,对象检测,交通监控系统和监控系统等计算机视觉应用。

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