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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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TV
说明: TV算法的MATLAB版,绝对好用,已经经过本人测试过的(TV algorithm in MATLAB version, absolutely easy to)
- 2012-07-23 10:56:48下载
- 积分:1
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poPptd
物理光学法+物理绕射计算远场RCS的程序代码,c++程序(Physical optics+ physicaldiffraction computing far-field RCS program code, c++ program)
- 2020-08-26 11:28:13下载
- 积分:1
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FOAGSD2
数字图像处理代码,包括二值化,平滑,边缘检测等(Digital image processing code, including the binarization, smoothing, edge detection and so on)
- 2017-05-07 16:43:07下载
- 积分:1
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FaceDetect(mathworks)
Viola-Jones Fast Face Detection的matlab实现。(Viola-Jones Fast Face Detection Mex Implementation)
- 2009-07-06 14:00:49下载
- 积分:1
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Desktop
通过Gabor原子库对语音信号进行处理,用到匹配追踪算法,对各种语音信号的仿真实验都很成功。(Gabor atoms is through the voice signal processing, matching pursuit algorithm is used, on the simulation of various audio signals are successfully.)
- 2014-11-09 21:31:45下载
- 积分:1
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AForge(图像识别) 识别扑克牌中的字以及形状 例子源码下载
识别结果详见下图,识别图像不错的例子
- 2015-04-29下载
- 积分:1
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liver_ultr
Abstract—Noninvasive ultrasound imaging of carotid plaques
allows for the development of plaque-image analysis methods associated
with the risk of stroke. This paper presents several plaqueimage
analysis methods that have been developed over the past
years. The paper begins with a review of clinical methods for visual
classification that have led to standardized methods for image
acquisition, describes methods for image segmentation and denoizing,
and provides an overview of the several texture-feature
extraction and classification methods that have been applied. We
provide a summary of emerging trends in 3-D imaging methods
and plaque-motion analysis. Finally, we provide a discussion of the
emerging trends and future directions in our concluding remarks.
- 2013-10-28 12:36:04下载
- 积分:1
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mygvf
自己设计的GVF模型图像分割程序,改进了初始轮廓的选择方法,快速分割。(GVF model designed image segmentation process to improve the initial outline of the selection method, rapid division.)
- 2009-05-19 19:21:58下载
- 积分:1
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kalmanfilter(1)
典型的一维kalman滤波原理程序,容易掌握!(typical one-dimensional Kalman filtering process easy!)
- 2007-06-17 17:11:43下载
- 积分:1