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em算法求解混合高斯模型,适合图像处理中,对象分割-em algorithm Gaussian mixture model suitable for image processing, object segmentation
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MATLAB中实现GMM算法的原始代码,实现图像分割-GMM algorithm implemented in MATLAB source code for image segmentation
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混合高斯模型,直接应用于图像分割,简单易行,傻瓜式操作,保准让你爱不释手。-gaussian mixture model applied to image segmentation, easy, convenient, you are sure to love it.
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基于变权重MRF的图像分割算法,特征场是使用混合高斯模型,标记场使用Pott模型,基于迭代条件模式进行分割-MRF based on weighted image segmentation algorithm, feature field is the use of Gaussian mixture model, using the tag field Pott model segmentation based on iterative model conditions
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改进的高斯混合模型用于运动目标的检测和分割,利用C++和matlab混合编程.-Improved Gaussian mixture model for moving object detection and segmentation, the use of C++ and matlab programming mixed.
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基于高斯混合模型markov树算法的图像分割-Gaussian mixture model based markov tree algorithm for image segmentation. . .
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A Spatially-Constrained Mixture Model for Image Segmentation, by
K. Blekas, A. Likas, N. Galatsanos and I. Lagaris-A Spatially-Constrained Mixture Model for Image Segmentation, by
K. Blekas, A. Likas, N. Galatsanos and I. Lagaris
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一种基于高斯混合模型的距离图像分割算法。-Based on Gaussian mixture model for image segmentation
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OPENCV下基于高斯混合模型的图像分割,程序中还有
基于大津法的图像分割和金子塔分割。-OPENCV Based on Gaussian mixture model of image segmentation, the program also includes Otsu method based on image segmentation and the segmentation pyramid.
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A common method for real-time segmentation of
moving regions in image sequences involves “background
subtraction,” or thresholding the error between
an estimate of the image without moving objects and
the current image. The numerous approache
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集合混合高斯模型的图像目标分割算法的VC实现-Gaussian mixture model for image set goals to achieve segmentation algorithm VC
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一种基于肤色分割、区域分析和模板分布的彩色图像人脸检测算法.首先对输入的彩色图像利用混合高斯模型和亮度模型进行分割,然后根据人脸五官的结构特征对得到的区域进一步分析处理,获得所有可能的候选人脸.接着构造了一种基于双眼和人脸模板的概率模型并利用其对候选人脸进行最终检测.-Based on skin color segmentation, regional analysis and the template in color images of face detection algorithm. F
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learning algorithm for finite mixture model and test
its application into motion segmentation-learning algorithm for finite mixture model and test
its application into motion segmentation
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This project describes the work done on the development of an audio segmentation and classification system. Many existing works on audio classification deal with the problem of classifying known homogeneous audio segments. In this work, audio recordi
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位图图像稳定区域分割的种子点选取条件,区域定义 区域分割 高斯混合模型 高斯分布 种子点选取 阈值选取 灰度范围-Bitmap image stabilization region segmentation of the seed point selection conditions, regional definition Region segmentation Gaussian mixture model Gaussian distribution The seed point select
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This paper presents a new approach to image segmentation using Pillar K-means algorithm. This
segmentation method includes a new mechanism for grouping the elements of high resolution images in order to
improve accuracy and reduce the computation
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基于高斯混合模型的图像分割程序,结合OpenCV,包括OTSU、金字塔分割、自适应阈值分割-Image segmentation program based on Gaussian mixture model, combined with OpenCV, including OTSU, pyramid segmentation, adaptive thresholding
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针对摄像机固定下的复杂背景环境,对采集到的视频图像的图像数据用混合高斯背景建模方法实现前景/背景分割,实现运动目标检测和跟踪。在进行前景检测前,先对背景进行训练,对图像中每个背景采用一个混合高斯模型进行模拟,每个背景的混合高斯的个数可以自适应。然后在测试阶段,对新来的像素进行GMM匹配,如果该像素值能够匹配其中一个高斯,则认为是背景,否则认为是前景。由于整个过程GMM模型在不断更新学习中,所以对动态背景有一定的鲁棒性。最后通过对一个有树枝摇摆的动态背景进行前景检测,取得了较好的效果。-For c
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基于狄利克雷过程的无限高斯混合模型的脑医学MRI图像分割-Dirichlet process mixture model Brain MRI image segmentation algorithm
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运用高斯混合模型,识别车辆,分割车辆,检测车流量,运算很快,效果不错-Using the gaussian mixture model, identification of vehicles, vehicle segmentation, detection and traffic operation soon, effect is good
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