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lbp
- LBP returns the local binary pattern image or LBP histogram of an image.
HOG-LBP-detection
- 该程序分别提取正负样本图像的HOG和LBP特征，利用支持向量机进行样本训练，得到行人分类器。利用训练好的分类器进行检测，实验结果表明，该方法可以有效检测出图像中的行人，并达到了较好的检测结果。-A novel approach based on combining Histogram of oriented gradients (HOG) and LocalBinary Pattern(LBP) is suggested in the program.Also liner SVM is acte
histology-image-classification
- this code product to classification of blood histology images.texture and color features used to patterns extraction and classified using SVM (support vector machine). texture features extracted with SRF gradient and LBP operator and to color feature
training
- This file it how to training data with lbp histogram, for classifier with svm. So the data will be save in yml file and then will be load again for classifier
LBPH_Sub_Functions
- LBP histogram which treats the different orientation
参考文献
- 四种算法的织物疵点检测论文，LBP，灰度共生矩阵，直方图统计，Gabor滤波器(Four algorithms of fabric defect detection paper, LBP, grayscale symbiotic matrix, histogram statistics, Gabor filter)
LBP算法实现图像的纹理分类
- LBP局部直方图 图像纹理分类 程序完整可执行(LBP local histogram image texture classification program is complete and executable)