搜索资源列表
Mybp539
- 数据是来源于图像的不变矩提取,这里是用matlab实现的,后面可能需要用vc实现,不过也不一定,数据是由房房同学提供的,说不定不用做 利用最简单的bp神经网络来实现分类,一共两类车辆,这里是模拟实现把,识别效果还能用,先凑合着把,这里的特征提取也够玄乎。
brian_rbf
- 一个RBF网络的matlab源文件,用于进行脑部图像的分类(脑灰质、脑白质等),包含示例图片。
SpPCA
- 利用Sub-pattern PCA在Yale人脸库上进行人脸识别的matlab源代码,子模式主成分分析首先对原始图像分块,然后对相同位置的子图像分别建立子图像集,在每一个子图像集内使用PCA方法提取特征,建立子空间。对待识别图像,经相同分块后,分别将子图像向对应的子空间投影,提取特征。最后根据最近邻原则进行分类。
attfaces.zip
- 机遇PCA的人脸识别,包括图像读取,PCA降维以及机遇简单贝叶斯分类,PCA Face Recognition opportunities, including the image read, PCA dimensionality reduction as well as the opportunity for easy Bayesian Classifier
ExtractGLCM
- 灰度共生矩阵方法用来提供一幅图像的灰度共生矩阵值,然后送到分类器中进行分类-gray level co-occurrence matrix,a very important method of extracting features
gist
- 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
KernelPrincipalComponentAnalysis
- 用于图像识别的核主分量识别子程序,不包括分类器程序-For image recognition to identify the nuclear principal component subprogram does not include classification program
zifushibie
- 光学字符识别系统,包括图像预处理、特征提取和分类器设计。-Optical character recognition system, including image preprocessing, feature extraction and classifier design.
Classification_toolbox
- 图像分类软件,用MATLAB语言编写,可实现对象的分类和匹配识别-Image classification software used MATLAB language, enabling the object classification and matching recognition
gabor-pca
- 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
How-to-train-their-classifier-OpenCV
- matlab图像特征识别。分类器的训练方法。很好的学习资料。如何用OpenCV训练自己的分类器。内含人脸库共训练器使用-matlab image feature recognition. Classifier training methods. Good learning materials. How to use OpenCV train their own classification. Training face database containing a total of uses
PG_BOW_DEMO-master
- 一个用BoW|Pyramid BoW+SVM进行图像分类的Matlab Demo -Image Classification using Bag of Words and Spatial Pyramid BoW
source-code
- 用D-CNN的方法,即CNN卷积层加Fisher Vector做图像分类的MATLAB代码-Use D-CNN approach ( Fisher Vector follows results of CNN convolutional layer as the image feature) to classificate the image
shangchuan
- 模式识别中图像识别分类MATLAB源代码,可直接运行,对图片中的不同水果进行有效区分 -Pattern recognition image recognition classification MATLAB source code, can be run directly on the image of the different fruits to effectively distinguish
chapter29
- 《MATLAB 神经网络个案例分析》,可以实现对图像进行分割,去噪,识别和分类。-" MATLAB neural network 43 case studies" can be achieved on image segmentation, de-noising, identification and classification.
hog_svm
- 这文件夹包含了,hog特征提取,多类SVM分类器,数据库,图像识别(This folder contains the hog feature extraction, multi class SVM classifier, database, image recognition)
分类
- 图像分类,输出迭代学习次数与正确率的图像(Image classification, the output of iterative learning times and the correct rate of image)
40746336sift-mlab
- 检测并提取图像的SIFT特征,用于图像识别和分类(Identify and extract the SIFT feature points in the image for image recognition and classification)
kmeans图像分类
- 利用简单kmeans聚类算法,对不同图片进行分类,图片内容包括人像,风景,建筑,动物,植物等,平台是matlab。(The simple k - means clustering algorithm is used to classify different pictures. the picture content includes portrait, scenery, architecture, objects, plants, etc. The platform is MATLAB.)
神经网络图像分类代码
- 神经网络图像分类代码,内含赋值计算代码,matlab程序