搜索资源列表
Multi-class-SVM-Image-Classification
- 基于神经网络的遥感图像分类取得了较好的效果,但存在固有的过学习、易陷入局部极小等缺点.支持向量机机器学习方法,根据结构风险最小化(SRM)原理,表现出很多优于其他传统方法的性能,本研究的基于多类支持向量机分类器的遥感图像分类取得了达95.4 的分类精度.但由于遥感图像分类类别多,所需训练样本较大,人工选择效率较低,为此提出以人工选择初始聚类质心、C均值模糊聚类算法自动标注训练样本的基于多类支持向量机的半监督式遥感图像分类方法,期望能在获得适用的分类精度的基础上有效提高分类效率-Neural ne
Ls-svm
- 支持向量机纹理图像分类,自己写的,非常不错-Support vector machine texture image classification, write your own, very good
matlab
- 适用于SIFT图像特征提取、K-means生成聚类、SVM图像分类-Image feature extraction, generation clustering, image classification
svm
- SVM 用于基于块划分特征提取的图像分类源码-SVM for feature extraction block-based image classification into source
Pattern-Recognition-and-SVM
- 对四分类图像,使用两个提取特征值向量的方法来提取特征,然后使用SVM进行分类识别,里边包含了LIBSVM进行识别时各个参数的变化时的对结果的影响。里面包含完整源代码,在word里。是我的数字图像作业。-Four categories of images, using two feature extraction methods to extract the value of feature vectors, and then use SVM classification and recognit
An-Introduction-to-SVM
- 支持向量机(SVM)是在统计学习理论的基础上发展起来的新一代学习算法,该算法在文本分类、手写识别、图像分类、生物信息学等领域中获得了较好的应用。本书是SVM的权威参考书。-Support Vector Machine (SVM) is a new learning algorithm developed on the basis of statistical learning theory, the algorithm to obtain a better application in the
svm
- 基于SVM的图像检索和图像分类算法,源代码程序,希望能帮到你-Image retri and image classification based on SVM algorithm, the source program, the hope can help you
segmentation-based-on-SVM
- 基于支持向量机方法的图像分割与目标分类.介绍了支持向量机用于车辆图像分类。以及用于单目标图像的分割和多目标图像的分割,介绍的较为详细。-Method of image segmentation based on support vector machine (SVM) and the target classification. This paper introduces the support vector machine (SVM) is used to vehicle image clas
svm
- svm算法,针对高光谱图像分类(高维),里边有核函数,检查函数,训练函数-Space Resection
svm-master
- 这是svm工具包,功能比较齐全,通过运行,效果不错,可以实现高光谱图像分类-This is the SVM toolkit, the function is relatively complete, through the operation, the effect is good, can achieve hyperspectral image classification
svm
- 支持向量机算法用于图像分类的程序,实现算法并输出图像-Support vector machine
LBP-and-SVM
- 采用LBP提取目标特征,利用svm训练分类器,可对图像进行分类预测,效果好- U91C7 u7528LBP u63D0 u53D6 u76EE u6807 u7279 u5F81 uFF0C u5229 u7528svm u8BAD u7EC3 u5206 u7C7B u5668 uFF0C u53EF u5BF9 u56FE u50CF u8FDB u884C u5206 u7C7B u9884 u6D4B uFF0C u6548
svm--classification
- 基于支持向量机的图像分类,含有各种图像分类实例,以及最小二乘支持向量机优化算法-Image classification based on support vector machine, including various image classification examples, and least squares support vector machine optimization algorithm
PCA-SVM
- 用于主成分图像svm分类,简单,有很好的程序,适合初学者(SVM for principal component image classification, simple, there are very good procedures for beginners)
SVM源代码
- 基于opencv库,通过计算图像的svm,来对待测图像进行分类(Based on the opencv library, the image is classified by calculating the SVM of the image)
SVM_IR
- 本代码为图像检索时,要用到的代码, 采用SVM进行图像分类,有很大的作用。(The code for image retrieval, the code used, the use of SVM for image classification, has a great effect.)
svm_classify_indian_pine
- 支持矢量机分类,MATLAB语言,图像分类程序(support vector machine)
svm_classify
- 支持矢量机,图像分类,数据挖掘,matlab语言(support vector machine)
2
- 基于SVM算法和纹理特征提取的遥感图像分类(based on the SVM algorithm and texture feature extraction of remote sensing image classification)
图像分类
- 这里使用svm支持向量机对多类图像进行分类