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一幅图像的纹理是在图像计算中经过量化的图像特征。图像纹理描述图像或其中小块区域的空间颜色分布和光强分布。纹理特征的提取分为基于结构的方法和基于统计数据的方法。一个基于结构的纹理特征提取方法是将所要检测的纹理进行建模,在图像中搜索重复的模式,该方法对人工合成的纹理识别效果较好。但对于其他图像中的纹理识别,基于统计数据的方法效果更好。-A texture image is the image in the calculation of the quantized image features. Sp
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该matlab代码是利用灰度共生矩阵提取纹理特征-The matlab code is the use of gray-level co-matrices to extract texture features
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Gabor,GMRF,LBP纹理特征提取方法_MATLAB,可以用来提取图像特征,用来做图像识别和分类-Gabor, GMRF, LBP texture feature extraction method _MATLAB, can be used to extract image features, used to do image recognition and classification
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MATLAB纹理特征提取,用来提取灰度共生矩阵的4个特征(MATLAB texture feature extraction)
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非下采样contourlet是超小波的一种。具有多尺度和多方向性,解决了contourlet变换无平移不变性的缺陷。用于图纹理特征提取和图像融合的效果很好。(Non sampled contourlet is a kind of super wavelet. With multi-scale and multi directional, it solves the defect of Contourlet translation without translation invariance. F
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% 图像检索——纹理特征
%基于共生矩阵纹理特征提取,d=1,θ=0°,45°,90°,135°共四个矩阵
%所用图像灰度级均为256
%参考《基于颜色空间和纹理特征的图像检索》(% image retrieval - texture features
% based on co-occurrence matrix texture feature extraction, d=1, theta, =0 degrees, 45 degrees, 90 degrees, 135 degrees
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Gabor实现图像纹理特征提取,用于人脸识别,指纹识别等,并用matlab进行编码。(Gabor complete image texture feature extraction)
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MATLAB实现图像纹理特征提取:自相关函数法、灰度共生矩阵、分数阶傅里叶变换。GUI界面。运行后可自定义自相关函数的x和y轴偏移,灰度共生矩阵的距离和角度,分数阶傅里叶变换的阶数。输出相应的特征图。(MATLAB realize image texture feature extraction: autocorrelation function method, gray co-occurrence matrix, fractional Fourier transform. GUI interf
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3 基于灰度共生矩的SAR图像纹理特征提取方法 3 based on gray symbiotic matrix of SAR image texture feature extraction method(3 based on gray symbiotic matrix of SAR image texture feature extraction method)
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基于SVM算法和纹理特征提取的遥感图像分类(based on the SVM algorithm and texture feature extraction of remote sensing image classification)
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利用LBP高程纹理进行特征提取,主要用于遥感图像(LBP elevation texture feature extraction, mainly used for remote sensing images)
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常见的基于纹理特征提取方法,如高波,LBP算法(Common methods based on texture feature extraction, such as Gao Bo, LBP algorithm)
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LBP的扩展模式,用于图像的检索,程序分为特征提取与检索两个函数(LBP extended model for image retrieval, the program is divided into feature extraction and retrieval of two functions)
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光学SAR等遥感影像多通道的二叉树构建。每个节点代表一个对象,对象从精到粗分别代表像素和整幅图像。同时提取了对象基元的颜色,纹理和结构特征。(This is an source code for the CBPT construction and local color, texture and structure descr iptors extraction)
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神经网络训练文字识别使用的java实现----------(neural network The texture feature extraction of image is a foundational work for image recognition and classification)
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image texture feature extraction
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LBP方法(Local binary patterns)是一个计算机视觉中用于图像特征分类的一个方法。LBP方法在1994年首先由T. Ojala, M.Pietik?inen, 和 D. Harwood 提出[43][44],用于纹理特征提取。(The LBP method (Local binary patterns) is a method for classification of image features in a computer vision. The LBP method f
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图像处理中纹理特征提取,全局特征提取,matlab(Texture feature extraction)
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利用gldm提取图像纹理特征源代码,八维,含能量、熵、惯性矩、相关的均值和标准差(Image texture feature extraction using GLDM source code, eight dimensional, including energy, entropy, moment of inertia, the mean and standard deviation)
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图像纹理特征提取,主要采用局部二进制的方法,感觉效果还不错(Image texture feature extraction mainly adopts the local binary method, and the effect is pretty good.)
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