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PCANet_FeaExt,基于主成分分析的卷积神经网络的特征提取过程。-A simple deep learning baseline for image classification
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PCANet_FilterBank,基于主成分分析的卷积神经网络,其中主成分分析得到的主元作为网络映射的滤波器。-PCA was used as the filter in PCANets. It is really useful for image classification.
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用来图像分割,特征提取,目标跟踪,分类的工具箱-Used for image segmentation, feature extraction, target tracking and classification of the toolbox
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image classification
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支持向量机遥感图像分类代码,内含C、matlab代码,参考文献供学习-Support vector machine remote sensing image classification code
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基于地物分类真值的高光谱遥感图像分类精度评价-Accuracy uation of remote sensing image classification
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densecrf是描述图像上下文信息的一种有效手段,其在图像分类、检测等领域中都具有非常广泛的应用。-densecrf is an efficient method for image feature descr iptor, mainly for context information. This method is widely used in image classification and image detection.
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2014 icip A Novel Kernel Collaborative Representation Approach for Image Classification
源码-2014 icip A Novel Kernel Collaborative Representation Approach for Image Classification code
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基于经典的BOW模型实现图像分类
包含训练和测试图像集-Image classification based on classical BOW model,Contains training images and test images
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实现单幅RGB图像的分类,输出灰度图,灰度直方图,聚类后的灰度图以及聚类后的灰度直方图。(To achieve a single RGB image classification, output grayscale, gray histogram, grayscale after clustering, and gray histogram after clustering.)
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Recent research has shown the speed advantage of extreme learning machine (ELM) and the accuracy
advantage of sparse representation classification (SRC) in the area of image classification. Those two
methods, however, have their respective drawback
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BP—ANN神经网络matlab源代码,主要用于数据预测,图像分类等,分为3层,输入层,输出和隐含层(BP - ANN neural network matlab source code, mainly used for data prediction, image classification and so on, divided into 3 layers, input layer, output and hidden layer)
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图片情感分析模型,基于卷积神经网络,以颜色特征为依据进行情感分类,图片情感极性分为积极和消极两类。(The model can extract the hue, brightness, contrast and other information from a picture to represent the emotional polarity of the image. The image sentiment analysis model is using convolution neura
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稀疏编码图像分类, 稀疏表示创始人写的PPT,内容精彩,分析清晰,易于理解(sparse coding image classification, PPT written by the original author of sparse representation, the PPT content is easy to realize with clear illustration and analysis.)
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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)
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pso svm classification
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常用工具包,特征提取方法,如HOG,sift等特征,分类方法如决策树,svm等(Commonly used toolkits, feature extraction methods, such as HOG, sift and other features, classification methods, such as decision trees, SVM, etc.)
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This toolbox is meant to facilitate the manipulation of images and video in Matlab. Its purpose is to complement, not replace, Matlab's Image Processing Toolbox, and in fact it requires that the Matlab Image Toolbox be installed. Emphasis has been pl
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GoogleNet 卷积神经网络 图片分类 分类精度高 网络结构深(GoogleNet convolution neural network image classification, high classification accuracy, network structure is deep)
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Kmeans图像分类C++代码,直接把输入图像的路径修改一下即可使用!!!(Kmeans image classification C++ code)
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