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利用聚类技术实现纹理分割
说明: a)针对合成纹理图像(共有4 个合成纹理图像,见文件夹:
Texture_mosaic_data)中每一个像素提取纹理特征向量;
b)利用聚类技术(推荐用k‐均值聚类,可以从网上查找原码)对特征向
量空间中的点进行聚类,类别数可根据图像中的实际纹理类数确定。最后把类
属标签映射成图像形式显示(如下图,其中b、d、f、h 为相应的基准分割图像)。(A) for synthetic texture images (there are 4 synthetic texture images in total, see the folder:
Texture feature vector is extracted from every pixel in texture;
B) use clustering technology (K-means clustering is recommended, and the original code can be found on the Internet) to search the feature direction
The number of categories can be determined according to the actual number of texture classes in the image. Last class
The generic label is mapped to an image (as shown in the figure below, where B, D, F, h are the corresponding reference segmentation images).)
- 2020-12-06 17:59:22下载
- 积分:1
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VMD_2D
变分模态分解,VMD二维算法及测试示例,用来分解二维图像数据(Decomposition of two-dimensional image data)
- 2021-03-08 16:49:28下载
- 积分:1
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imagetool
1. 将真彩位图转化成各色或黑白位图,进行二值化(支持多种抖动方法)处理后的位图,效果和速度极佳。
2. 将真彩或黑白位图进行 90度 , 180 度 ,270 度 高速度旋转。
(1. The true color bitmap into a colored or black and white bitmap to binary (supports multiple dithering methods) treated bitmap, effects and excellent speed. 2. The true color or black and white bitmap to 90 degrees, 180 degrees, 270-degree high-speed rotation.)
- 2010-03-08 13:24:20下载
- 积分:1
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PreProcessor
this Class used to re-sampling image and convert at as you wont and as u need to use it in your program
- 2011-10-07 18:01:55下载
- 积分:1
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blacksphere
在视图窗口显现一个黑色的球体,背景为浅蓝色。颜色对比强烈(View window appear in a black sphere, as a light blue background. Strong color contrast)
- 2007-04-02 07:43:13下载
- 积分:1
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inverse.tar
通过对图像进行逆透视变化,得到图像的俯视图,即鸟瞰图(Through the inverse perspective change of the image, we can get the top view of the image, that is aerial view.)
- 2018-05-23 16:01:03下载
- 积分:1
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Wavelet_SR
本程序是基于单幅图像的超分辨率算法,通过对输入的高分辨率图像进行下采样得
% 到原始低分辨率图像,对输入的低分辨率图像插值后,利用DWT将低分辨率图像分
% 解为不同的4个子带;同时直接对对分辨率图像进行SWT处理。由SWT得到的高频子
% 带来修正DWT得到的高频子带。最后,通过逆离散小波变换(IDWT)组合修正的高
% 频子带和低分辨率图像,得到输出的超分辨率图像。通过计算PSNR和SSIM评价结果。(This program is a super-resolution algorithm based on a single image, which is sampled from the high resolution image of the input.
% to the original low resolution image, after interpolating the input low resolution image, the low resolution image is divided by DWT.
The% solution is different 4 subbands, and the resolution image is processed by SWT. High frequency subsets obtained by SWT
% brings the high frequency subband obtained by the modified DWT. Finally, the height of the combination of inverse discrete wavelet transform (IDWT)
% frequency subband and low resolution image, and the output super-resolution image is obtained. The results were evaluated by calculating PSNR and SSIM.)
- 2018-03-05 17:14:22下载
- 积分:1
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chapter11
精通MATLAB数字图像处理与识别 chapter11 代码(Proficient in MATLAB digital image processing and recognition chapter11 code)
- 2013-12-05 20:50:09下载
- 积分:1
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otsu
说明: 一维自适应阈值分割大津法的源程序是用matlab写的(One-dimensional Otsu adaptive threshold segmentation method source code is written in matlab)
- 2009-08-25 10:06:58下载
- 积分:1
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947504
对随机数的检测,统计0和1的频数,有利于减少计算量()
- 2018-05-27 19:24:50下载
- 积分:1