Location:
Search - lbp texture
Search list
Description: 纹理分析，利用经典的LBP纹理分析算法实现matlab的对一幅彩色图象的纹理分析-texture analysis, use classic LBP texture analysis algorithm for a Matlab color image texture analysis
Platform: |
Size: 1024 |
Author: |
Hits:
Description: LBP（局部二值模式）算法最初用于描述纹理，后引用到人脸，可描述人脸特征。-LBP (local binary mode) algorithm was originally used to describe the texture, the latter a reference to the human face, facial feature can be described.
Platform: |
Size: 2048 |
Author: 甜甜 |
Hits:
Description: 提取灰度图像或BMP彩色图像的LBP纹理，用 C++编写 -Gray-scale images or BMP extract color images of LBP texture, using C++ to prepare
Platform: |
Size: 692224 |
Author: 张飞 |
Hits:
Description: 针对传统方法难以可靠估计图像中纹理单一区域像素点视差的问题,将纹理分析应用于立体匹配中,提
出图像分块整体匹配的方法。首先用LBP/C纹理分析方法对图像纹理进行描述 然后进行基于区域生长的扩张检
测,得到纹理单一图像块 最后对图像块进行整体匹配,得到纹理单一区域的稠密视差图。对国际标准图像进行测试,
结果表明该算法能提高纹理单一区域稠密视差图的精度,具有实用价值
-Due to the difficulty of getting disparity of less textured pixels with traditional approach, block matching
algorithm with texture analysis was put forward. First, the images were described by LBP/C texture analysis. Then the
expansion detection based on region growing was performed, and the less textured blocks were acquired. Finally the dense
disparitymap of less textured area was obtained through block matching. The proposed algorithm was tested with the
international standard image data and comparedwith some existing algorithms. The experimental results show that the proposed
algorithm can improve the accuracy of disparitywhen handling less textured areas and can be used in practic
Platform: |
Size: 257024 |
Author: swx |
Hits:
Description: 实现纹理模式的LBP特征表示及分类。
实现一种基于局部二值模式LBP（Local Binary Pattern）的多分辨率灰度尺度及旋转不变性的纹理分类方法-LBP texture model to achieve that as well as the breakdown characteristics. The realization of a model based on local binary LBP (Local Binary Pattern) Multiresolution gray-scale and rotation invariant texture classification
Platform: |
Size: 3072 |
Author: 张阳军 |
Hits:
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 |
Hits:
Description: 纹理模式的LBP特征表示及分类原理：就是通过定义一个模板，对于原图像中的每个点，使用该模板进行操作，模板中心点近邻区域对应的图像象素值与中心位置对应的象素值进行比较，且对于不同位置的比较结果赋予不同的权值，从而，变换图像中对应点的值就由模板对应各位置的比较结果之权和表示。-LBP texture pattern feature representation and classification theory: that by defining a template for the original image of each point, use the template to operate, the template center of neighboring regions corresponding to the center of the image pixel values corresponding to the pixel value comparison, and the comparison results for different locations given different weights, and thus, changing the value of the image corresponding points on the template corresponding to each position by the comparison of the results of the right to and express.
Platform: |
Size: 2048 |
Author: 徐忠超 |
Hits:
Description: LBP算法在纹理图像处理中的应用，非常具有参考价值-LBP texture image processing algorithm in the application have great reference value for
Platform: |
Size: 561152 |
Author: 杨延西 |
Hits:
Description: 统一化LBP算子，作为一种有效的纹理描述算子，对图像局部纹理特征有卓越的描述能力，有很强的分类能力、较高的计算效率，并且对单调的灰度变化具有不变性。-Unified LBP operator, as an effective texture description operator, the local texture features for image description is outstanding ability, strong classification ability, higher efficiency, and to the monotonous gray scale invariant .
Platform: |
Size: 13312 |
Author: zjm |
Hits:
Description: 是一种纹理描述算子用于快速提取图像的纹理特征,应用于医学图像检索,场景分类等.-Is a texture description operator for rapid extraction of texture features, used in medical image retrieval, scene classification.
Platform: |
Size: 3072 |
Author: zhangliyan |
Hits:
Description: 局部二值模型用于描述图像的局部纹理信息，对光照等具有鲁棒性-Local binary model used to describe the image of the local texture information, such as robust to illumination
Platform: |
Size: 2048 |
Author: sunnan |
Hits:
Description: LBP (local binary Pattern ) useful for texture classification
Platform: |
Size: 13312 |
Author: EHSAN |
Hits:
Description: local binary patterns用来描述图像纹理的一个算子-local binary patterns used to describe the texture of an operator
Platform: |
Size: 5321728 |
Author: 王永涛 |
Hits:
Description: C++实现的LBP算法提取图像纹理特征,C++实现的LBP算法提取图像纹理特征-C++ implementation of the LBP texture feature extraction algorithm, C++ implementation of the LBP algorithm for extracting image texture features
Platform: |
Size: 1579008 |
Author: 飞龙 |
Hits:
Description: 几篇关于局部二值化模式（LBP）的文章，LBP是检测图像纹理的算法-Several articles on Local Binary Patterns (LBP) of the article, LBP texture detection algorithm is
Platform: |
Size: 9559040 |
Author: kalman_zero |
Hits:
Description: LBP算法，应用于识别，特征提取等多方面的一种潜力算法，主要实现图像的纹理分类-LBP algorithm, used in recognition, feature extraction algorithms and other aspects of a potential，Mainly for image texture classification
Platform: |
Size: 4096 |
Author: 柳树 |
Hits:
Description: LBP算法实现图像的纹理特征提取（局部二值模式）-LBP algorithm feature extraction image texture
Platform: |
Size: 3072 |
Author: 慕南 |
Hits:
Description: 这是利用LBP纹理模型进行纹理分类，运行过，效果不错，-This is the use of LBP texture model for texture classification, run over, the effect is good,
Platform: |
Size: 13312 |
Author: 杨明 |
Hits:
Description: MATLAB提取LBP纹理特征源码，可以使用(extract LBP texture features source code in MATLAB, you can run this program directly)
Platform: |
Size: 62464 |
Author: May sunshine
|
Hits:
Description: （1）计算图像中每个像素点的LBP模式(等价模式,或者旋转不变+等价模式)。
（2）然后计算每个cell的LBP特征值直方图，然后对该直方图进行归一化处理(每个cell中，对于每个bin,h[i]/=sum,sum就是一副图像中所有等价类的个数)。
（3）最后将得到的每个cell的统计直方图进行连接成为一个特征向量，也就是整幅图的LBP纹理特征向量；
然后便可利用SVM或者其他机器学习算法进行分类识别了。((1) calculate the LBP pattern of each pixel in the image (equivalent mode, or rotation invariant + equivalent mode).
(2) then the LBP eigenvalue histogram of each cell is calculated, and then the histogram is normalized (for each cell, for each bin, h[i]/=sum, sum is the number of all the equivalent classes in a pair of images).
(3) finally, the statistical histogram of each cell is connected into a feature vector, that is, the LBP texture feature vector of the whole picture.
Then, SVM or other machine learning algorithms can be used for classification and recognition.)
Platform: |
Size: 68608 |
Author: 刘宇123 |
Hits: