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automatic_image_segement
说明: 本文以k-means算法为背景,引入信息熵相关知识,从而实现全自动分割图像。然而在利用混合高斯模型对图像进行数据分析时,会发生一定的过拟合现象,导致我们得不到预期的聚类数目。本文设计合理的合并准则,令模型简化,有效地消除过拟合现象,使得最后得到的聚类数目与预期符合。,设计合理的准则改进了图像的全自动分割方法,使得分割结果更加优化(In this paper, k-means algorithm is used as the background, and information entropy related knowledge is introduced to realize full-automatic image segmentation. However, when the Gaussian mixture model is used to analyze the image data, there will be some over-fitting phenomenon, resulting in that we cannot get the expected number of clusters. In this paper, a reasonable merging criterion is designed to simplify the model and effectively eliminate the over-fitting phenomenon, so that the final clustering number is in line with the expectation. A reasonable criterion is designed to improve the automatic image segmentation method and make the segmentation result more optimized.)
- 2019-04-24 09:40:45下载
- 积分:1
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tuxiangpipeibingxin
局部熵差图象匹配并行算法的分析和 功能以及和其他算法的比较(err)
- 2008-05-04 09:49:17下载
- 积分:1
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capon
采用8个阵元,利用CAPON算法,进行DOA,画出波达方向估计误差随着信噪比变化的曲线图(Eight elements, the use of the CAPON algorithm of DOA draw the DOA estimation error changes with the SNR curve)
- 2012-02-13 21:55:05下载
- 积分:1
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vfv1.0
说明: 一个线性积分卷积(LIC)matlab源码(A linear integral convolution (LIC) matlab source)
- 2008-09-17 18:35:42下载
- 积分:1
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weichuli
分别使用灰度值变换和频域滤波的方法实现图像的伪彩色处理。在Matlab中编程实现(The use of gray value, respectively, transform and frequency domain filtering method of pseudo-color image processing. Programming in Matlab in)
- 2008-06-25 02:50:02下载
- 积分:1
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ICAforImage
Matlab环境下的基于独立分量分析(ICA)算法的图像混合与分离仿真程序.(Matlab environment based on the independent component analysis (ICA) algorithm for image simulation mixed with the separation process sequence.)
- 2020-11-23 12:29:35下载
- 积分:1
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1
说明: 运动补偿编码 matlab 源码 希望给大家有帮助(Motion compensation coding matlab Source want to give you help)
- 2010-03-17 11:39:30下载
- 积分:1
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CVPR12_SAS_code
一种基于超像素的图像分割程序,是cvpr13年文章的相应代码,可以学习下(An ultra-pixel-based image segmentation procedure is the appropriate code cvpr13 In the article, you can learn under)
- 2014-03-26 16:05:10下载
- 积分:1
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shearlet transform (ST)
剪切小波变换,用于多源图像(如:红外图像和可见光图像)融合。(It named shearlet transform, which can apply the fusion of multi-source image.)
- 2018-06-20 21:40:10下载
- 积分:1
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MATLA
《信息隐藏实验教程》源代码,希望对大家有所帮助(" Information Hiding experimental course," the source code)
- 2009-05-14 20:32:21下载
- 积分:1