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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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EMSegementation
说明: EM算法是最为经典的统计图像分割方法,代码基于matlab,使用EM算法实现图像分割,源代码加实例图像,非常好用(By using EM algrithm to realize the segementation of image)
- 2021-04-27 13:08:45下载
- 积分:1
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snakes
关于snake算法对图像处理的实现,包括相关实例。 不错!(On the snake image processing algorithm to achieve, including relevant examples. Yes!)
- 2007-12-13 23:16:57下载
- 积分:1
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niqe_release
用于无参考帧图像质量评价的MATLAB程序,运行程序为example,输出图像的客观分值。(This is the matlab code of no-reference image qualituy assessment in space domain, th result ofthe program is the object acore of the image.)
- 2021-01-05 15:48:54下载
- 积分:1
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content-based-image-retrieval
利用matlab实现基于内容的图像检索
(Using matlab content-based image retrieval
)
- 2012-11-01 13:27:46下载
- 积分:1
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点云压缩
分割点云,并通过局部拟合求取法向量,实现点云压缩(Split point cloud, and through local fitting strike normal vector of point cloud compression)
- 2020-06-30 09:00:01下载
- 积分:1
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SURF
该算法可以应用于计算机视觉的物体识别以及3D重构中。(The algorithm can be applied to object recognition in computer vision and 3D Reconstruction.)
- 2016-05-31 10:32:38下载
- 积分:1
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lsb
几个图像中嵌入文本的LSB信息隐藏算法,适合信息隐藏初学者,注释详细(Several images embedded in the text of the LSB Information Hiding Algorithm for Information Hiding beginners, notes in detail)
- 2021-03-13 14:39:24下载
- 积分:1
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MRF2.0
说明: 在VC++下基于MRF来进行的图像分割源代码(In VC++ For MRF-based image segmentation source code)
- 2008-08-29 14:43:10下载
- 积分:1
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vcpicph
VC++图像平滑处理+程序源码,实现图象的平滑(去噪声),锐化功能,测试时请在C盘下放一个测试用的Bmp图片,路径:C: est.bmp,没有的话没法测试。如上图所示是水平平滑处理,可以对比下,不过感觉颜色失真了,有兴趣的看一下。命令行编译过程如下:
vcvars32
rc bmp.rc
cl smooth.c bmp.res user32.lib gdi32.lib(VC++ image smoothing+ program source code, to achieve a smooth image (to noise), sharpening function in the C drive when testing a test of decentralization Bmp picture, path: C: test.bmp, no words can not test . Is shown above the level of smoothing, you can compare the next, but the feeling of color distortion, interested look. Command-line compiler as follows: vcvars32 rc bmp.rc cl smooth.c bmp.res user32.lib gdi32.lib)
- 2014-02-18 15:30:52下载
- 积分:1