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特征选择之relief-F的MATLAB实现
Relief-F 算法是由 Kononenko 在 Relief 算法基础上扩展得到的,可以用来解决多分类与回归问题。 Relief-F 特征选择算法利用特征与类别间的相关程度判别特征的敏感程度,敏感的特征能使同类样本靠近,非同类样本远离。基本思想是: 先随机从总样本集 D中获取一个样本 R, 然后在 与 R 同类样本集中和与R 异类 样 本 集 中 各 获 取 k 个近 邻 样 本, 在 特 征 集 F中如果某个特征上异类样本的距离大于同类样本,则这个特征是有利于分类的,增加其权重,重复 n 次 取所有结果的均值作为每个特征的最终权重值.
- 2020-11-29下载
- 积分:1
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image-master
说明: php图像处理,用php实现,进行简单的操作,编辑,修改等功能(Intervention Image is a PHP image handling and manipulation library providing an easier and expressive way to create, edit, and compose images. The package includes ServiceProviders and Facades for easy Laravel integration.)
- 2020-06-22 02:40:01下载
- 积分:1
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NSCTdenoising
说明: 两种基于非下采样变换图像去噪方法,效果比contourlet变换要好(Two transform based image denoising nonsubsampled method, the effect is better than contourlet transform)
- 2011-04-09 11:24:57下载
- 积分:1
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robort
机器人的轨迹跟踪程序,修改参数可以重新建立自己想要的模型,可以看到末端轨迹的运动画面。(Robot trajectory tracking program, you can modify the parameters to re-establish the model you want, you can see the end of the trajectory of the moving picture.)
- 2017-03-13 11:47:29下载
- 积分:1
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erode
C语言数学形态学的腐蚀运算,同时适用于二值图像与灰度图像。(C language mathematical morphology erosion operation also apply to binary images and gray-scale image.)
- 2009-11-14 14:43:40下载
- 积分:1
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bemd
BEMD对图像进行分解
Detailed two-dimensional empirical mode decomposition (BEMD decomposition of the image)
- 2011-10-24 12:13:12下载
- 积分:1
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target-detection-and-tracking
序列图像中运动小目标检测跟踪,实用性很强,张天序教授的硕士生撰写的学位论文(Image sequences small moving target detection and tracking, very practical, Professor Zhang Tianxu of graduate students writing dissertations)
- 2013-10-18 20:43:58下载
- 积分:1
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beijingcha
背景差分法运动目标检测,建立背景模型,然后使用当前模型与背景模型相减,再和阈值相比较,比阈值大的即判断为有运动目标,比阈值小的即判断为没有运动目标,阈值大小可以自己适当调试,根据经验值设置最佳阈值。(Background difference method is used for moving target detection and setting up background model, then using current model and background model subtracting, and comparing with threshold, it is judged to have moving target compared with the threshold value, which is smaller than threshold. The size of threshold can be adjusted properly, and the best threshold is set according to experience value.)
- 2021-01-01 16:58:58下载
- 积分:1
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adaptivegeneticagrithorm
基于自适应技术的遗传算法matlab源码,可应用于图像的去噪处理(based on adaptive technology GA Matlab source can be applied to the image denoising)
- 2006-09-20 11:11:14下载
- 积分:1
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yj
说明: :针对显微图像分析、识别需要的全自动控制显微镜,研究开发其相应的图像处理算法。提
出了能量谱自动聚焦评价函数算法、自适应选取基准图的图像拼接算法、改进 Laplacian算子的多层
聚焦图像叠合算法等。该算法模块已成功地应用于所开发的CMIAS 显微医学图像分析系统中,取得
了满意的应用效果。(【ABSTRACT】For the automatic microscope required by micro-image analysis and recognition, the
relevant image processing a lgorithms are investigated. Three algorithms are described: energy-spectrum
image auto focusing evaluation function, image merging based on the adaptive selection of standard image
and sum-modified-Laplacian (SML) operator for multi-focus image fusion. The algorithms have been
applied successfully to CMIAS medical micro-optical image analysis system and testified to be feasible
and effective. )
- 2009-11-05 10:02:07下载
- 积分:1