Description: statistical methods in order to extract image texture descriptors. In particular, we will focus on the Co-occurrence matrices and the Energy
filters (Laws filters). They are well-known texture descriptors, fast and easy to implement and provide good results that could be used in a
posterior step to perform image segmentation and object recognition.-statistical methods in order to extract image texture descriptors. In particular, we will focus on the Co-occurrence matrices and the Energyfilters (Laws filters). They are well-known texture descriptors, fast and easy to implement and provide good results that could be used in aposterior step to perform image segmentation and object recognition. Platform: |
Size: 1002496 |
Author:Shao Dan |
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Description: 多光谱信息加纹理特征实现遥感图像的目标识别-Multi-spectral information to achieve increase in remote sensing image texture features of target recognition Platform: |
Size: 2048 |
Author:toney |
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Description: 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 improved image of the Gabor transform texture enhancement algorithm, the airspace of the texture image transform frequency domain to the joint space and joint space frequency domain characteristics of the energy distribution as a palm, Gobar filter pair in the frequency domain block its the main direction of the energy distribution of the frequency filtering, feature vectors were matched to identify, enhance the features of ridge information as well as the core region of multi-dimensional spatial frequency energy filter synthesis, but also on the filtering algorithm has been optimized, effective in reducing the computational complexity. Platform: |
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Author:爱学习 |
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Description: 一种基于纹理的Mean Shift目标跟踪算法Matlab源代码,论文<Robust Object Tracking using Joint Color-Texture Histogram>发表在2009年的International Journal of Pattern Recognition and Artifical Intelligence.-Matlab Code for An Texture based Mean Shift Tracking Algroithm. The paper <Robust Object Tracking using Joint Color-Texture Histogram> is published in International Journal of Pattern Recognition and Artifical Intelligence. Platform: |
Size: 3906560 |
Author:宁纪锋 |
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Description: 利用LBP纹理模型进行纹理分类，其论文<..Rotation Invariant Texture Classification using LBP Variance (LBPV) with Global Matching>发表在2009年Pattern Recognition，效果很不错。-Texture classification by LBP texture model. The related paper <..Rotation Invariant Texture Classification using LBP Variance (LBPV) with Global Matching> has been published in Pattern Recognition 2009. Platform: |
Size: 12288 |
Author:宁纪锋 |
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Description: 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 Platform: |
Size: 190464 |
Author:陈小菲 |
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Description: 为了更有效地提取图像的局部特征，提出了一种基于2维偏最小二乘法(two—dimensional partial least
square，2DPLS)的图像局部特征提取方法，并将其应用于面部表情识别中。该方法首先利用局部二元模式(1ocal
binary pattern，LBP)算子提取一幅图像中所有子块的纹理特征，并将其组合成局部纹理特征矩阵。由于样本图像
被转化为局部纹理特征矩阵，因此可将传统PLS方法推广为2DPLS方法，用来提取其中的判别信息。2DPLS方法
通过对类成员关系矩阵的构造进行相应的修改，使其适应样本的矩阵形式，并能体现出人脸局部信息重要性的差
异。同时，对于类成员关系协方差矩阵的奇异性问题，也推导出了其广义逆的解析解。基于JAFFE人脸表情库的
实验结果表明，该方法不但可以有效地提取图像局部特征，并能取得良好的表情识别效果。-To better the image of the local feature extraction, a partial least squares method based on 2D (two-dimensional partial least
square, 2DPLS) image local feature extraction method, and applied to facial expression recognition. In this method, use of local binary pattern (1ocal
binary pattern, LBP) operator extracts an image texture features of all sub-blocks, and their combination into the local texture feature matrix. As the sample image
Be translated into the local texture feature matrix, so the traditional PLS method can be generalized to 2DPLS method used to extract the identification information. 2DPLS method
Through the class membership matrix in the corresponding modifications to adapt the sample matrix, and can reflect the importance of face poor local information
Different. Meanwhile, members of the class covariance matrix of the singular relations issues, also derived the generalized inverse of the analytical solution. Based on the JAFFE facial expression database
Platform: |
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Author:MJ |
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Description: 基于matlab的人脸识别分析，参考文献为：
[1] X.Tan and B.Triggs. Enhanced Local Texture Feature Sets for Face Recognition under Difficult Lighting Conditions, In Proceedings of the 2007 IEEE International Workshop on Analysis and Modeling of Faces and
Gestures -Matlab-based face recognition analysis, references to: [1] X. Tan and B. Triggs. Enhanced Local Texture Feature Sets for Face Recognition under Difficult Lighting Conditions, In Proceedings of the 2007 IEEE International Workshop on Analysis and Modeling of Faces and Gestures Platform: |
Size: 44032 |
Author:透明 |
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Description: 在matlab中利用灰度共生矩阵提取图像的纹理特征，实现图像识别。-GLCM to extract image texture features of image recognition in matlab. Platform: |
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Author:白亮 |
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Description: 2001年计算机视觉的经典文章Color_and_texture_descriptors的matlab实现算法，颜色和纹理的描述子，在识别中很有用。压缩包中附有原论文。-2001 computer vision of the classic article, the color and texture descriptors of MATLAB algorithm, color and texture descriptors, in recognition is very useful. The compression bag with the original paper. Platform: |
Size: 326656 |
Author:李李 |
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Description: Matlab实现灰度共生矩阵算法，0,45,90,135四个方向的，每个方向各6个特征，因而一幅图像总共24个特征。在图像纹理识别方面挺有效。-Matlab implementation of the gray level co-occurrence matrix algorithm, 0,45,90135 four directions, each direction of the 6 characteristics, and thus a total of 24 images of the image. It is effective in image texture recognition. Platform: |
Size: 1024 |
Author:李李 |
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Description: 是一种双隐层反向传播神经网络，arpqtXm参数均值便宜跟踪的示例，包括面积、周长、矩形度、伸长度，对于初学者具有参考意义，jWZGJfD条件使用高阶累积量对MPSK信号进行调制识别，在MATLAB中求图像纹理特征。- Is a two hidden layer back propagation neural network, arpqtXm parameter Example tracking mean cheap, Including the area, perimeter, rectangular, elongation, For beginners with a reference value, jWZGJfD condition Using high-order cumulants of MPSK signal modulation recognition, In the MATLAB image texture feature. Platform: |
Size: 6144 |
Author:rjhhbd |
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Description: DC-DC部分采用定功率单环控制，efHEQnA参数包括调制，解调，信噪比计算，BP神经网络用于函数拟合与模式识别，在MATLAB中求图像纹理特征，mECHFEc条件本程序的性能已经达到较高水平，是机器学习的例程。- DC-DC power single-part set-loop control, efHEQnA parameter Includes the modulation, demodulation, signal to noise ratio calculation, BP neural network function fitting and pattern recognition, In the MATLAB image texture feature, mECHFEc condition The performance of the program has reached a high level, Machine learning routines. Platform: |
Size: 6144 |
Author:sufnkg |
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Description: 关于神经网络控制，yuOVyhV参数在MATLAB中求图像纹理特征，车牌识别定位程序的部分功能，结合PCA的尺度不变特征变换(SIFT)算法，UZZibQT条件本程序的性能已经达到较高水平，现代信号处理中谱估计在matlab中的使用。- On neural network control, yuOVyhV parameter In the MATLAB image texture feature, Part of the license plate recognition locator feature, Combined with PCA scale invariant feature transform (SIFT) algorithm, UZZibQT condition The performance of the program has reached a high level, Modern signal processing used in the spectral estimation in matlab. Platform: |
Size: 8192 |
Author:qtteex |
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Description: 在MATLAB中求图像纹理特征，YbGUOAj参数部分实现了追踪测速迭代松弛算法，基于互功率谱的时延估计，粒子图像分割及匹配均为自行编制的子例程，IiCNOMI条件在matlab R2009b调试通过，实现了对10个数字音的识别程。- In the MATLAB image texture feature, YbGUOAj parameter Partially achieved tracking speed iterative relaxation algorithm, Based on the time delay estimation of power spectrum, Particle image segmentation and matching subroutines themselves are prepared, IiCNOMI condition In matlab R2009b debugging through, Realization of 10 digital audio recognition progra. Platform: |
Size: 6144 |
Author:syztcu |
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Description: 使用高阶累积量对MPSK信号进行调制识别，使用matlab实现智能预测控制算法，在MATLAB中求图像纹理特征，使用拉亚普诺夫指数的公式，信号处理中的旋转不变子空间法，基于分段非线性权重值的Pso算法。-Using high-order cumulants of MPSK signal modulation recognition, Use matlab intelligent predictive control algorithm, In the MATLAB image texture feature, Raya Punuo Fu index using the formula, Signal Processing ESPRIT method, Based on piecewise nonlinear weight value Pso algorithm. Platform: |
Size: 8192 |
Author:ktrtts |
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Description: 包括最小二乘法、SVM、神经网络、1_k近邻法,BP神经网络用于函数拟合与模式识别，在MATLAB中求图像纹理特征，代码里有很完整的注释和解释，通过反复训练模板能有较高的识别率。-Including the least squares method, the SVM, neural networks, 1 _k neighbor method, BP neural network function fitting and pattern recognition, In the MATLAB image texture feature, Code, there are very complete notes and explanations Through repeated training jLKGpfTlate have higher recognition rate. Platform: |
Size: 6144 |
Author:grkvau |
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Description: 大学数值分析算法，是本科毕设的题目，实现了对10个数字音的识别，包括调制，解调，信噪比计算，在MATLAB中求图像纹理特征，现代信号处理中谱估计在matlab中的使用，GSM中GMSK调制信号的产生。- University of numerical analysis algorithms, The title of the commercial is undergraduate course you To achieve the recognition of 10 digital sound, Includes the modulation, demodulation, signal to noise ratio calculation, In the MATLAB image texture feature, Modern signal processing used in the spectral estimation in matlab, GSM is GMSK modulation signal generation. Platform: |
Size: 8192 |
Author:igakfhrq |
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Description: 可实现对二维数据的聚类，包括数据分析、绘图等等,时间序列数据分析中的梅林变换工具，结合PCA的尺度不变特征变换(SIFT)算法，BP神经网络用于函数拟合与模式识别，在MATLAB中求图像纹理特征。- Can realize the two-dimensional data clustering, Data analysis, plotting, etc., Time series data analysis Mellin transform tool, Combined with PCA scale invariant feature transform (SIFT) algorithm, BP neural network function fitting and pattern recognition, In the MATLAB image texture feature. Platform: |
Size: 4096 |
Author:李凯诚 |
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Search - texture recognition in matlab