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Description: 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 contains the codes for Gabor filtering and texture feature extraction.
The strategy of constructing the Gabor filter bank is based on the accompanied paper
included in the subdirectory.-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 applicationdemonstrates the success and promissing of this technique.This directory contains the codes for Gabor filtering and texture feature extraction . The strategy of constructing the Gabor filter bank is based on the accompanied paperincluded in the subdirectory.
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Size: 966656 |
Author: 杨愚根 |
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Description: 计算四个方向的灰度共生矩阵，将其作为纹理特征，是一种纹理特征提取算法。-Calculation of the four directions of Gray Level Co-occurrence matrix as texture features, is a kind of texture feature extraction algorithm.
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Size: 1024 |
Author: Owenli |
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Description: 基于灰度共生矩阵的纹理特征提取，输出为图像四个方向共十六个特征值-Gray-level co-occurrence matrix based texture feature extraction, the output image in four directions for a total of 16 eigenvalues
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Size: 1024 |
Author: chichen |
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Description: 纹理特征提取，比较使用的程序。适合图形图像处理方面的特征提取。-Texture feature extraction, comparing the use of procedures. Perfect for graphics image processing feature extraction.
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Size: 670720 |
Author: 连宇 |
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Description: 纹理特征提取的经典论文，研究图像处理与分析的工作人员必备-Texture Feature Extraction classic papers, research image processing and analysis of the staff necessary
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Size: 1671168 |
Author: 陆铖 |
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Description: 为进一步进行纹理特征分析，从纹理的方向性人手，给出了纹理方向的数学定义式，合理选择差异函数，
构造了具有物理意义的纹理方向描述特征向量．数据处理方面，运用模糊贴近度的概念，结合改进后的属性均值聚
类算法，对一类具有方向性的纹理图象进行分类与分割实验，取得了较好的结果．试验表明，该方法对纹理的方向
性有很好的描述能力．
关键词 图象分割 纹理方向 纹理分割 神经网络 模糊聚类
-Texture features for further analysis, staff from the texture direction, given the direction of the mathematical definition of texture type, a reasonable choice of the difference function, structure with a physical meaning to describe the direction of the texture feature vector. Data processing, the use of the concept of fuzzy nearness degree, combined with improved properties means clustering algorithm for a class of directional texture image classification and segmentation experiments, achieved good results. Tests show that the method of directional texture has a good description of the capacity. Keywords Image segmentation, texture segmentation texture direction fuzzy clustering neural network
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Size: 291840 |
Author: wgn |
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Description: Gabor小波提取图像纹理特征，matlab语言编写-Gabor wavelet texture feature extraction image, matlab language
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Size: 4096 |
Author: 王伟 |
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Description: 一个图像的纹理分析应用实例，提取图像的纹理特征，进行图像识别。-An image of the application of texture analysis, image texture feature extraction for image recognition.
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Size: 3538944 |
Author: 田佳 |
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Description: 灰度共生矩阵和灰度梯度共生矩阵的提取方式，是比较重要的纹理特征提取方法，用matlab实现的-Gray Level Co-occurrence matrix and gray-gradient co-occurrence matrix extraction method is more important texture feature extraction method, using matlab realize the
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Size: 2048 |
Author: 明明 |
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Description: 图像纹理特征提取matlab，计算图像的粗糙度、方向度等特征。-Image texture feature extraction matlab, calculated image roughness, and other characteristics of the direction of degrees.
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Size: 6615040 |
Author: moon |
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Description: this is texture analyzer code to segment an image replying on the texture feature,it is programmed in java
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Size: 5120 |
Author: me |
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Description: 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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Size: 64512 |
Author: zhengjuan |
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Description: 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 accurately capture
the edge information which is the most important texture
feature in an image. Recent researches on multi-scale
analysis, especially the curvelet research, provide good
opportunity to extract more accurate texture feature for
image retrieval. Curvelet was originally proposed for
image denoising and has shown promising performance.
In this paper, a new image feature based on curvelet
transform has been proposed. We apply discrete curvelet
transform on texture images and compute the low order
statistics from the transformed images. Images are then
represented using the extracted texture features. Retrieval
results show, it significantly outperforms the widely used
Gabor texture feature.
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Size: 1426432 |
Author: Swati |
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Description: This code implement method described in paper Enhanced Local Texture Feature Sets for Face Recognition under Difficult Lighting Conditions
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Size: 52224 |
Author: bach |
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Description: 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 retrieval of image data>
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Size: 1209344 |
Author: rocky |
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Description: 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 method, as well as Gabor Wavelet Gaussian normalized to enhance the image retrieval speed and accuracy.
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Size: 51200 |
Author: 爱学习 |
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Description: texture feature extraction using matlab
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Size: 1024 |
Author: SARAVANAKUMAR |
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Description: 基于小波变换的纹理特征提取方法，可以提取特征值，经过修改也可以提取其他特征向量！适合初学者使用！-Wavelet-based texture feature extraction method that can extract the characteristic values, a modified vector of other characteristics can also be extracted! Suitable for beginners!
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Size: 1024 |
Author: 卡索摩 |
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Description: 本文从定义、特征、研究方法、应用领域几个方面对纹理特征的提取方法进行了论述。最后对各种方法的优缺点及应用范围进行了比较。-From the definition, characteristics, research methods, applications of several aspects of texture feature extraction methods are discussed. Finally, the advantages and disadvantages of various methods and applications are compared.
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Size: 216064 |
Author: wangxue |
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Description: 灰度共生矩 阵即为灰度级的空间相关矩阵，以其为基础的统计方法通过对矩阵统计量的求取较好地提取到了纹理特征，通过选取关键参数编程并进行仿真实现，分别求取了四个方向的灰度共生矩阵及其特征量来分析图像 的纹理特征。(The gray level co-occurrence matrix is the gray level spatial correlation matrix. Based on the gray level co-occurrence matrix, the texture features are extracted from the matrix statistics. The gray level co-occurrence matrix in four directions and its features are obtained by selecting the key parameters and programming and simulation. Features.)
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Size: 854016 |
Author: giggle第一名 |
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