搜索资源列表
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人脸识别图像集,用于人脸识别与分类,40类别,每类别5张,分训练和测试样本。(Face recognition image set is used for face recognition and classification. 40 categories, 5 for each category, are divided into training and testing samples.)
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经典kuan滤波器,用于SAR图像相干斑抑制,提高分类精度。(The classical Kuan filter is used for SAR image speckle suppression and improve classification accuracy.)
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车辆图像集,彩色,用于车辆识别与分类,也可用于车牌号识别。(Vehicle image set, color, for vehicle recognition and classification, and also for license plate recognition.)
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(1)计算图像中每个像素点的LBP模式(等价模式,或者旋转不变+等价模式)。
(2)然后计算每个cell的LBP特征值直方图,然后对该直方图进行归一化处理(每个cell中,对于每个bin,h[i]/=sum,sum就是一副图像中所有等价类的个数)。
(3)最后将得到的每个cell的统计直方图进行连接成为一个特征向量,也就是整幅图的LBP纹理特征向量;
然后便可利用SVM或者其他机器学习算法进行分类识别了。((1) calculate the LBP pattern of each p
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识别给出图像与图像库中的图像进行比对识别分类(The recognition and classification of the image and the image in the image library are identified.)
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识别所给出图像与图像库中的图像进行比对识别分类(The recognition and classification of the image and the image in the image library are identified.)
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用于高光谱图像处理的matlab程序,包括图像融合,降维和图像的极大似然分类程序(Matlab program for hyperspectral image processing, including image fusion, dimension reduction, and maximum likelihood classification of images)
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卷积深度信念网络进行图像建模、分类等应用代码(Convolution depth belief network for image modeling, classification and other application code.)
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基于ORL人脸库的2DPCA图像识别与人脸重建代码,采用最近邻域进行分类(2DPCA image recognition and face reconstruction code based on ORL face ,using the nearest neighbor classification.)
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基于多光谱影像的地物分类预处理算法,使用matlab将数据tif影像打开,并展示,在数据波段中,使用PCA算法,使得信息集中利于分类。(Preprocessing algorithm of object classification based on multi spectral image)
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phog方法提取图像特征,svm支持向量机进行分类,分别有GA遗传算法和PSO粒子群优化算法进行寻优。(Phog method extracted image features, SVM support vector machine classification, respectively, GA genetic algorithm and PSO particle swarm optimization algorithm for optimization.)
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