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基于FPGA的LED屏彩色图像增强算法设计

Design of a LED Screen Color Image Enhancement Processing Algorithm Based on FPGA
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摘要 色调是反映彩色图像中色彩信息的重要参数,为了在进行图像效果增强的同时保持色调不变,通常的做法是先把图像从RGB转化到HIS色彩空间,然后在保持H变量(色调)不变的情况下,进行I(亮度)的增强。但是由于这种方法需要进行色彩空间的相互转化,大大增加了计算量。文章通过对简化HIS模型的分析,提出了一种直接对R、G、B分量进行处理的彩色图像增强方法。该方法可以运用已有灰度图增强算法进行彩色图像的增强,由于不需要进行色彩空间的转化,大大减少了计算量。FPGA可用来并行实时处理海量的图像数据,文章利用FPGA的这一特点作为实时图像直方图均衡增强算法的解决方案,并通过改进直方图均衡图像增强算法使其在FPGA中具体实现,可用于实时性要求高的LED屏显示。实验结果表明,该方案使彩色图像的增强效果明显,运行效率高。 Hue is an important attribute of color information.Hue invariability is very important to color image enhancement.Normally,people transform the color space of image from RGB to HIS,then enhance the variable I(intensity) only.Because of the transformation between RGB and HIS is very complex,the program will compute for a long time.Therefore a new method of color image enhancement is proposed.After analyzing the simplified model of HIS,it is found that the hue will keep invariant if the R,G,B multiplies or adds same number.So we can gener-alize the enhancement scheme for grey scale images to color images with out transformation of color space.This paper also discusses the gamut problem and its solution.The gamut problem will lead to distortion of color.The method proposed by this article keeps off the transformation between RGB and HIS,so it can obviously simplify the computation.FPGA(programmable logic device) is an effective driver to realize real-time parallel processing of batches of video data.In this article,this characteristic is used as a solution of the histogram equalization enhancement algorithm and make it realized through improving the histogram equalization enhancement algorithm.It is very useful in real-time situation of LED display.Experiment results have shown that the proposed method works well in enhancing color image,and it's efficient.
出处 《现代显示》 2010年第5期118-121,133,共5页 Advanced Display
关键词 彩色图像 图像增强 直方图 色调 color image image enhancement histogram hue
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参考文献5

  • 1冈萨雷斯.《数字图像处理》.电子工业出版社.
  • 2吴继华.《Altera FPGA/CPLD设计(高级篇)》.人民邮电出版社.
  • 3求是科技.《FPGA数字电子系统设计与开发实例导航》.人民邮电出版社.
  • 4任爱锋等.《基于FPGA的嵌入式系统设计》.西安电子科技大学出版社.
  • 5Cheng Heng-da,Sun Ying.A hierarchical approach to color image segmentation using homogeneity[J].IEEE Transactions on Image Processing,2000,9(12):2071-2082.

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