-
Genetic-algorithms-
本文主要介绍遗传算法的基本理论,叙述遗传算法在图像增强的的主要应用,即将原始图像变得更加清晰,特征变得更加明显。
现今关于图像增强的算法有很多,而这些算法大多是基于退化函数或者点扩展函数的知识进行图像处理的。当图像出现模糊或噪声影响大时,设计出的图像清晰化的效果肯定不够理想,因此有必要对图像进行增强处理。于是,可利用到遗传算法这种成熟稳定的仿生物进化的全局寻优算法,进行图像增强,由于遗传算法控制参数少、自适应度高,将选择该方法对图像退化分别进行不同的清晰化处理. 这样既增强了图像的对比度,又克服了传统直方图均衡化处理所造成的灰度级损失等缺点。
通过实验去表明,遗传算法从全局寻优的角度出发,能够较为精确地估计退化系统函数。和传统的线性增强、直方图均衡进行比较。实验结果表明该方法能改善原图像视觉效果,便于之后的图像分析。
(This paper mainly introduces the basic theory of genetic algorithm, genetic algorithm (ga) in the main application of image enhancement, the original image is more clear, characteristic becomes more obvious.
Today about the image enhancement algorithm are many, and most of these algorithms is based on the degradation function or the knowledge of the point spread function of image processing. When the image appears fuzzy or noise influence, designed the image clarity of effect must not ideal, therefore it is necessary to enhance the image. Then, genetic algorithm is available to the mature and stable evolution of the global optimization algorithm, for image enhancement, due to less genetic algorithm control parameters, since the high fitness, will choose the method of image degradation, respectively, to manipulate the different motivation. It can enhance the image contrast, and overcome the traditional histogram equalization processing grayscale loss caused by the faults.
Throug)
- 2013-03-26 22:46:15下载
- 积分:1
-
YUV2Image
YUV多种图像处理方式,包括yuv2rgb,rgb2yuv.等等。但需要仔细调试(YUV multiple image processing methods, including yuv2rgb, rgb2yuv. And so on. But needs to carefully debugging)
- 2007-05-04 10:53:23下载
- 积分:1
-
手写体提取
实现对邮票中手写字符的提取,得出灰度直方图,平滑算法,锐化算法以及输出二值化图像(Realization of the extraction of handwritten characters in stamps)
- 2018-05-31 23:10:35下载
- 积分:1
-
DLA
基于分片重排列技术的维数约简方法,用于特征提取。(Patch Alignment for Dimensionality Reduction,IEEETrans.,2009.)
- 2013-08-30 12:39:23下载
- 积分:1
-
rk3399硬件编解码demo及文档
rk3399硬件编解码demo及文档
- 2021-07-22 00:33:19下载
- 积分:1
-
geotifflib
说明: 处理geotiff图像文件格式的开源库,含VC工程文件,编译时需tiff库(libtiff)的支持(handling GeoTIFF image file format open source, containing VC engineering documents, compiled take tiff library (libtiff) support)
- 2006-02-28 10:25:05下载
- 积分:1
-
Graph-theory
本文档主要讲解了基于图论着色的动态频谱分配研究,可以让大家快速的学习认知无线电中的频谱分配(This document is mainly on the dynamic spectrum allocation based on graph coloring theory research, so that we can quickly learn the spectrum allocation in cognitive radio)
- 2012-05-08 15:34:50下载
- 积分:1
-
NSCTTDPCACYCLEMODULE
非下采样轮廓波变换与二维主分量分析的循环模式计算(nonsubsambled contourlet transform and two dimensional principle component analysis cycle module calculation)
- 2012-01-17 20:20:47下载
- 积分:1
-
julia
在visual c++中用分形完成的julia集,是分形的具体应用,对学分形的朋友应该有帮助(In the visual c++ Used to complete the julia fractal set, is the concrete application of the fractal, Friend of the credits should be shaped to help)
- 2008-07-10 12:29:03下载
- 积分:1
-
Form1
可见光波长和颜色的对应生成代码,可以保存问为图片(Corresponding to the wavelength of visible light and color to generate code that can be saved to ask for the picture)
- 2014-06-28 12:06:22下载
- 积分:1