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Garbor filter is famous for its approximation to the characteristic of Cortex in
human vision system. The state-of-the-arts advancement in computer vision application
demonstrates the success and promissing of this technique.
This directory co
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提取纹理特征,现在最流行的是gabor小波变换,它的集具有一定的方向性,和纹理特征吻合,Extraction of texture features, and now the most popular is the gabor wavelet transform, it sets a certain direction, and texture characteristics of anastomosis
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这里包含三个高质量的Gabor实现代码,分别基于C、OpenCV、Matlab,大家各取所需吧。Gabor变换可以实现在多个尺度、多个方位上的变换,尤其是对于纹理的检测有很好的效果,研究表明Gabor特征符合人眼感受野特性。
,Here are three high-quality implementation of the Gabor code, respectively, based on C, OpenCV, Matlab, let everyone take what we need
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gabor滤波器的matlab代码,用于在不同方位不同尺度下的图像纹理特征提取。-the code of Gabor filter,using for texture features extract under multi-orient and multi-scale.
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gabor滤波器用于在不同方位不同尺度下的图像纹理特征提取,使用matlab编写。-gabor filters for different scales in different directions of the image texture feature extraction using matlab prepared.
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Gabor小波变换的matlab实现,可以完成对图像的纹理特征提取,广泛应用于图像处理,模式识别等方向-Gabor wavelet transform matlab implementation can complete the image texture feature extraction is widely used in image processing, pattern recognition and so the direction of
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基于log Gabor小波的相位一致图像纹理特征分析-Based on log Gabor wavelet phase consistent image texture analysis
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小波变换,主要功能是实现图像纹理的提取。-Wavelet transform, the main function is to achieve the extraction of image texture.
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gabor filter 图像纹理提取 边缘检测-gabor filter edge detection image texture extraction
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基于颜色和纹理的图像检索,颜色矩和gabor小波变换-image retrieval based on color and texture
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Tutorial for Gabor filter basic-Tutorial for Gabor filter basic...
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matlab下gabor滤波算法,可以提取图象纹理特征.-under the gabor filter matlab, image texture features can be extracted.
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纹理分割中的Gabor滤波器和Gaussian滤波器的MATLAB源代码-Texture Segmentation of Gabor filters and Gaussian filters MATLAB source code
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Gabor wavelet filter for texture extraction,-The orientation and scale can be changed in this program to extract texture information.Here 3 scales and 4 orientation was used
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基于Gabor变换的图像纹理识别。
提出了一种改进的Gabor变换的图像纹理增强算法,将空域的纹理图像变换到联合空间频率域并将联合空间
频率域的能量分布作为掌纹的特征,Gobar滤波器在频域内对子块其主方向上频率能量分布进行滤波,特征向量进行了匹配
识别,增强特征纹线信息并对核心区域进行多方向空间频率能量滤波合成,同时也对滤波算法进行了优化,有效地减少了运
算量。-Gabor transform based image texture recognition. An improv
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gabor提取纹理程序包,几个文件都有用,合起来可作特征提取-gabor texture extraction package, several documents are available, together, can be used for feature extraction
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(注意,之前上传的Fea_Gabor_brodatz有误)该代码为用gabor变换算法提取图像的纹理特征,用matlab编写,可应用于基于纹理的图像检索系统。其中还包含一篇gabor变换相关的文献-The code for the transformation algorithm using gabor texture features extracted using matlab preparation, can be applied to image retrieval system bas
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此程序可以实现gabor滤波。实现对图像的纹理特征的提取,对汉字势必有较好的效果(This procedure can achieve Gabor filtering. To achieve the extraction of image texture features, Chinese characters are bound to have better results)
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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编写的GABOR滤波器提取纹理的算法,已通过验证,可以直接使用(The algorithm for extracting texture from GABOR filter by MATLAB has been verified and can be used directly)
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