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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提取纹理特征,k-means方法无监督聚类进行图像分割,extract texture feature, cluster by k-means
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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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一种图像检索中纹理特征提取的方法。本文介绍了基于Gabor 滤波器和Gabor 小波变换提取纹理特征的分析方法, 以及对Gabor 小波进行了高斯归一化以提高对图像检索的速度和准确度。-An image retrieval texture feature extraction methods. This article based on Gabor filters and Gabor wavelet transform to extract texture feature analysis me
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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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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 wavelet filter for texture extraction
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Tutorial for Gabor filter basic-Tutorial for Gabor filter basic...
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Various types of Gabor features for texture analysis. These would be very help ful for image retrival.
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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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Feature extraction is a key issue in contentbased
image retrieval (CBIR). In the past, a number of
texture features have been proposed in literature,
including statistic methods and spectral methods.
However, most of them are not able to accu
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texture segmentation with gabor filters
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采用matlab,实现了gabor滤波的核心功能-gabor filter is very famous and really useful for texture feature extraction and image retrivel. attached code is wrriten well using matlab. More detail can be referenced in the paper <texture features for browsing and ret
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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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提取纹理特征参数,主要是灰度共生矩阵源代码,用于图像处理-gray level co-matrix source code,used for the image processing, to get the texture features
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gabor code
gabor wavelets used for texture 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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利用gabor小波原理进行纹理特征提取的matlab代码,包括程序、图片、demo-gabor texture feature extraction codes
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