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使用EM算法模拟高斯混合模型(GMM)的构成,Analog EM algorithm using Gaussian mixture model (GMM) the composition of
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本代码建立高斯混合模型(高斯多模型)(GMM),将其用于计算机视觉领域的视频目标检测/视频监控/运动检测/运动目标检测/视频目标跟踪等相关应用中。-This code sets up Gaussian mixture model(Gaussion Mixture Model, GMM) with image sequences for the research and application field of computer vision, using GMM for visual objec
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基于码书的运动目标检测是和混合高斯模型(MoG,GMM)类似的而简单有效的背景剪除方法,附件是VC++6.0编写的基于码书的运动目标检测,可直接读取摄像头,也可改为读取硬盘视频文件,需安装Opencv1.1-Codebook-based moving target detection and Gaussian mixture model (MoG, GMM) and a similar cut off the background simple and effective method of a
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实现混合高斯模型的聚类算法 利用最大似然估计和最大期望的方法来实现混合高斯模型-Gaussian mixture model to achieve clustering algorithm using the maximum likelihood estimation and the greatest way to achieve the desired mixed-Gaussian model
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高斯混合模型是單一高斯機率密度函數的延伸,由於GMM 能夠平滑地近似任意形狀的密度分佈,因此近年來常被用在語音與語者辨識,得到不錯的效果。-Gaussian mixture model is a single Gaussian probability density function of the extension, as the GMM can approximate arbitrary smooth shape of the density distribution, it is ofte
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利用K-高斯混合模型提取视频的前景信息。-The use of K-Gaussian mixture model for the future of video information extraction
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基于混合高斯模型(GMM)的无监督聚类算法,希望对大家有帮助-Based on Gaussian mixture model (GMM) unsupervised clustering algorithm, I hope it would have help to you!
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关于高斯混合模型(GMM)的matlab源代码-是用于训练分类的不错的源代码-On the Gaussian mixture model (GMM) of the matlab source code- is used to train a good classification of the source code
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GMM Model Gaussian Mixture Models - Algorithm and
Matlab Code-GMM Model!
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GMM GMM高斯混合模型聚类
Gaussian mixture model clustering-GMM GMM Gaussian mixture model clustering
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建立了混合高斯模型,可以对静止背景下运动目标进行检测。-Gaussian mixture model is established, you can still detect moving target in the background.
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一篇详细的介绍高斯混合模型(GMM)参数优化及实现的文档,有实例, 包括VC及matlab 实现。初始学者一看就能懂-A detailed descr iption of Gaussian mixture model (GMM) parameter optimization, and implementation documentation, including the VC and the matlab implementation
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GMM-GMR!高斯混合模型-高斯混合回归-Gaussian Mixture model-Gaussian Mixture Regression!
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可以从摄像头采集实时监测的混合高斯模型算法-Collected from real-time camera monitoring of Gaussian mixture model algorithm
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基于码书的运动目标检测是和混合高斯模型(MoG,GMM)类似的而简单有效的背景剪除方法,附件是VC++6.0编写的基于码书的运动目标检测,可直接读取摄像头,也可改为读取硬盘视频文件,需安装Opencv1.1,-Codebook-based moving target detection and Gaussian mixture model is (MoG, GMM) and a similar cut off the background simple and effective method
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高斯混合模型的经典论文以及C语言实现,项目中使用过-Classic papers on Gaussian mixture model and the C language, the project used
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OpenCV 基于混合高斯模型GMM的运动目标检测-OpenCV based on Gaussian mixture model GMM moving target detection
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一种使用GMM(Gaussian Mixture Model)聚类方法,亲测,好使-A clustering method using GMM (Gaussian Mixture Model).
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混合高斯模型使用K(基本为3到5个) 个高斯模型来表征图像中各个像素点的特征,在新一帧图像获得后更新混合高斯模型,用当前图像中的每个像素点与混合高斯模型匹配,如果成功则判定该点为背景点, 否则为前景点。通观整个高斯模型,他主要是有方差和均值两个参数决定,,对均值和方差的学习,采取不同的学习机制,将直接影响到模型的稳定性、精确性和收敛性。由于我们是对运动目标的背景提取建模,因此需要对高斯模型中方差和均值两个参数实时更新。为提高模型的学习能力,改进方法对均值和方差的更新采用不同的学习率 为提高在繁忙
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使用混合高斯模型对肝脏CT图片分四类,并显示分类结果。-Using Gaussian mixture model for liver CT images divided into four categories, and displays the classification results.
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