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数学图像库,可用于进行数字分类识别,希望对大家有用。-Mathematical image library, can be used for digital classification and recognition, in the hope that useful.
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提出一种多尺度方向(multi-scale orientation,简称 MSO)特征描述子用于静态图片中的人体目标检
测.MSO 特征由随机采样的图像方块组成,包含了粗特征集合与精特征集合.其中,粗特征是图像块的方向,而精特征
由 Gabor 小波幅值响应竞争获得.对于两种特征,分别采用贪心算法进行选择,并使用级联 Adaboost 算法及 SVM 训
练检测模型.基于粗特征的 Adaboost 分类器能够保证高的检测速度,而基于精特征的 SVM 分类器则保证了检测精
度.另
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采用分水岭方法分割一幅图像(大小鹅卵石),并采用形态学的方法来进行分类。-The watershed method is to split an image (different size pebbles), and morphological approach to classification.
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SVM实现数据分类,可自行选取核函数,用于图像分割操作。程序可自动训练分类平面。-SVM for data classification, are free to select the kernel function,For image segmentation operation. The program can automatically train classifiers plane.
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采用图像识别和分类判定绝缘材料憎水等级By image recognition and classification of insulating material hydrophobic level-By image recognition and classification of insulating material hydrophobic level
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论文《A Statistical Approach to Material Classification Using Image Patch Exemplars》提出的算法C++实现
1)使用了OpenCV2.2.0和VS2010,设置系统环境变量OPENCV_DIR为OpenCV的安装路径,如C:\OpenCV2.2,在path中添加环境变量C:\OpenCV2.2\bin,具体可查看OpenCV的用户手册
2)可zhenjia.dou@gmail.com-The algorithms
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整理图像特征点提取和分类的程序(可以作为场景分类的前期工作),自己调试过能运行,特征点提取用的SIFT算法,使用K-means聚类算法,将得到的20个聚类中心写入txt文本中-Finishing the image feature point extraction and classification procedures (which can be as the preparatory work of the scene classification), their own debugging
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LBP算法实现图像的纹理分类,通过lbp检测纹理,并对其分类,测试通过。-LBP algorithm to image texture classification, texture lbp detection, and classification of the test.
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这个源码工程,包含聚类程序和分类程序,并将聚类以后的图片进行分类处理,可以实现手绘数字的识别功能-This source projects, including the clustering procedure and classification procedures, and clustering image after classification, recognition function of the hand-painted figures
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图片查询功能,实现了根据不同分类查询图片,上传图片,删除图片-Image query functions, according to different classification queries picture, upload pictures, delete pictures
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阈值分割迭代法处理图像 基于贝叶斯分类算法的图像阈值分割 -Threshold segmentation iterative method to deal with image Bayesian classification algorithm based on image threshold segmentation
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classification code for hyperspectral image in remote sensing
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交通信号灯的检测是复杂场景下交通灯识别的重点。采用了色彩分割与关联滤波方案进行交通灯的检测。首先,建立交通信号灯的高斯模型,利用高斯向量与多色彩空间结合的方法进行图像分割。然后,采用基于区域增长与相似性判定的关联滤波,对色彩分割后的图像进行处理。最后,使用基于canny算子的边缘提取算法获取方向指示灯轮廓特征,并使用基于改进hu不变矩和马氏距离对方向指示信号灯进行分类。-The detection of traffic lights is the focus of traffic lights
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Image Texture Classification Using Combined Grey Level Co-Occurrence Probabilities and Support Vector Machines
Texture refers to properties that represent the surface or structure of an object and is defined as something consisting of mutuall
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杨淑莹vc图像处理经典案例,是关于图像识别的,有两个程序,分别时分分类程序和聚类程序-Classic case of Yang Shuying vc image processing on image recognition, there are two procedures, respectively, time-division classification procedures and clustering procedure
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贝叶斯分类程序,用于图像的分割,二值化等,是模式识别中的一种基本分类方法。
k均值聚类,神经网络-Bayesian classification procedures for image segmentation, binarization is a basic classification in pattern recognition. k-means clustering, neural networks
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OSEM算法在图像重建中子集分类的研究,OSEM算法在图像重建中子集分类的研究-Of OSEM Subset classification in image reconstruction, the OSEM algorithm in image reconstruction Subset classification
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bayes分类器在卫星图片中实现对地形地势的分析分类-bayes classifier in the satellite image analysis classification of the topography, color photographs will be converted to a binary image, the edge method to get the final classification results
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LBP算法实现图像的纹理分类K -LBP algorithm of image texture classification
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相关图像的数据集分类,精确度相对较高,而且较为简便-Related image data set classification accuracy is relatively high, and relatively simple
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