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Description: 多层感知器(MLP)(BP算法训练)、径向基函数网络(RBF网络)、支持向量机(SVM)对2D Mexican Hat、Gabor、Friedman 以及Polynomial等几种函数数据集进行回归和预测-multilayer perceptron (MLP) (BP algorithm training), RBF network (RBF), Support Vector Machine (SVM) to 2D Mexican Hat, Gabor, Friedman Polynomial and several other data sets function regression and forecasting
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Size: 1483984 |
Author: 张毅 |
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Description: windows操作系统下的支持向量机算法实现工具包，支持多类别分类，功能强大！-windows operating system support vector machine algorithm tool kit, support multi-category classification, powerful!
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Size: 74752 |
Author: 刘志刚 |
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Description: 多层感知器(MLP)(BP算法训练)、径向基函数网络(RBF网络)、支持向量机(SVM)对2D Mexican Hat、Gabor、Friedman 以及Polynomial等几种函数数据集进行回归和预测-multilayer perceptron (MLP) (BP algorithm training), RBF network (RBF), Support Vector Machine (SVM) to 2D Mexican Hat, Gabor, Friedman Polynomial and several other data sets function regression and forecasting
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Size: 1483776 |
Author: 张毅 |
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Description: 自己用libsvm封的svm matlab，有例子-own use libsvm letters svm Matlab, is an example
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Size: 105472 |
Author: 马熹 |
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Description: 一种基于支撑矢量积（SVM）的道路检测算法，可以针对高分辨率遥感图像。-A plot based on support vector (SVM) road detection algorithm that allows high-resolution remote sensing image.
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Size: 1426432 |
Author: fwei |
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Description: 支持向量机导论 matlab中支持向量机算法的入门级经典教材-Introduction to matlab support vector machine support vector machine algorithm is the classic entry-level teaching materials
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Size: 2515968 |
Author: 王豆豆 |
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Description: 这是一篇关于最小二乘支持向量机的文章，主要是应用最小二乘支持向量机来对文本进行分类！-This is an article on least squares support vector machines article, mainly the application of least squares support vector machines to classify the text!
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Size: 204800 |
Author: 李萍 |
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Description: 对图像Gabor特征的提取，一个非常有效的特征,并用SVM对图像进行分类-get the gabor feature of a image,a very effective feature，and use SVM to classify the pictures
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Size: 16384 |
Author: soon |
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Description: Gabor变换的人脸特征提取算法的研究的的硕士论文，可以参考。- Gabor Transform Face Feature Extraction Algorithm DE master s thesis, you can reference.
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Size: 4596736 |
Author: wuli |
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Description: 采用“纹理识别”的方式进行笔迹鉴别，利用Gabor变换提取不同频率、不同方向的笔迹特征，最后使用KNN或SVM（支持向量机）对待测样本进行类别判别。-A " texture recognition" approach to handwriting identification using Gabor transform to extract different frequency, the handwriting characteristics of different directions and finally the use of KNN or SVM (support vector machine) to treat type discriminant test samples.
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Size: 178176 |
Author: JAMES |
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Description: 本程序是先用gabor小波变换对人脸图像处理，然后在用pca进行降维，最后用svm分类器进行多分类分类识别，包扩完整的orl人脸库，需注意的是，svm工具箱是用的libsvm工具箱，运行前先配置好libsvm。版本号：libsvm-mat-2[1].89-3[FarutoUltimate3.0]-This procedure is to use the human face gabor wavelet transform image processing, and then to reduce the dimensions with pca, and finally multi-category classification svm classification and recognition, including the expansion of the complete orl face database, must be noted that, svm toolbox is to use the libsvm toolbox, configured before running libsvm. Version: libsvm-mat-2 [1] .89-3 [FarutoUltimate3.0]
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Size: 11366400 |
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Description: 先用gabor 小波滤波器,做特征提取，然后用支持向量机（SVM）做分类，来实现人脸检测.需要用matlab 2010 或更新的版本才能运行-the code is used for face detection.Firstly it use gabor wavelet filter for feature extraction,Secondly it use support vector machine (SVM）for classification.matlab 2010 required.
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Size: 163840 |
Author: xiang |
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Description: 此程序提取Gabor小波特征，然后由SVM进行分类的Matlab源代码-The Gabor wavelet feature extraction process, then classified by the SVM in Matlab source code
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Size: 18937856 |
Author: 王世强 |
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Description: 利用KNN，SVM等方法选择Gabor滤波器组-Use KNN, SVM and other methods selected Gabor filters
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Size: 801792 |
Author: 吴小勋 |
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Description: 基于gabor的人脸识别 带有pca降维 最后用svm识别-Finally, svm pca dimensionality reduction recognition with face recognition based on gabor
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Size: 9350144 |
Author: dd |
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Description: 基于小波分析的支持向量机算法，可实现图像识别-The support vector machine (SVM) algorithm based on wavelet analysis program
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Size: 3197952 |
Author: chenxi |
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Description: Gabor小波变换和PCA降维在用SVM分类(Gabor wavelet transform and PCA dimension reduction are classified in SVM)
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Size: 3072 |
Author: 澳洲野鼠
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Description: 提取GABOR特征，然后建立样本，送入SVM进行分类的表情识别(GABOR features are extracted, and then samples are built into SVM for classifying facial expression recognition)
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Size: 1042432 |
Author: huning907
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Description: Diabetic retinopathy is an important branch of ophthalmology. Non - proliferative diabetic retinopathy is used to detect Microaneurysms in the early stage. Microaneurysms are verified through fundus images; where in the fine red-dots near the blood vessels confirm this defect. Conventional methods and their weak resolution seldom can identify to such accuracies. In this work, we present a procedure to identify Microaneurysms with higher accuracy. The retinal vessels are extracted, from collected fundus image, using a Gabor wavelet which delivers high accuracy output. For accurate analysis the image it is sub divided into two regions, neighborhood and non-vessel neighborhood for expediting support vector machine (SVM) analysis. Further the SVM engine is trained for positive and negative samples of identified region fundus images. Then by sliding window technique, the entire test image is analyzed limiting analysis by SVM engine for near vessel region. This improves overall performance of the analysis and permits time available for a deeper/ sensitivity analysis of near vessel areas. The logic and the code has been tested on sample images and the results have been satisfactory.
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Size: 561690 |
Author: praneethtm@gmail.com |
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Description: 植物虫害检测（GUI，注释，svm算法）
该课题为基于MATLAB SVM方法的植物病害检测系统，带GUI界面，可以识别多种被虫害侵蚀的植物叶子，输出结果。带论文和详细注释。
train 对黄瓜子文件夹所有图片提取 颜色矩特征和gabor纹理特征，然后svm训练
test 对测试图像灰度化，滤波，提取 颜色矩特征和gabor纹理特征，然后svm模型测试，输出类别
colorMom.m 颜色矩特征提取
Gabor_palm.m gabor纹理特征提取(Plant pest detection (GUI, annotation, SVM algorithm)
The project is a plant disease detection system based on MATLAB SVM method, with GUI interface, which can identify a variety of plant leaves eroded by pests and output results. With paper and detailed notes.
Train extracts color moment features and Gabor texture features from all the pictures in the sub folder of cucumber, and then SVM trains them
Test grayscale and filter the test image, extract color moment features and Gabor texture features, then SVM model test, output category
Colormom. M color moment feature extraction
Gabor u Palm. M Gabor texture feature extraction)
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Size: 6463488 |
Author: for Matlab |
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