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Description: 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 approaches to this
problem differ in the type of background model used
and the procedure used to update the model. This paper
discusses modeling each pixel as a mixture of Gaussians
and using an on-line approximation to update
the model. The Gaussian distributions of the adaptive
mixture model are then evaluated to determine which
are most likelyt o result from a background process.
Each pixel is classified based on whether the Gaussian
distribution which represents it most effectivelyis considered
part of the background model.
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Size: 186368 |
Author: ajinkya |
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Description: 高斯混合模型在图像处理方面运用广泛。她是利用已知的数学模型，通过逐渐逼近的方法，使得给定数据集和数据模型之间达成最佳拟合。-Gaussian mixture model widely used in image processing. She is the use of known mathematical models, through a gradual approximation approach that makes a given data set and the best fit between the data model.
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Size: 2048 |
Author: 赵晓霞 |
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Description: 学习opencv图像处理中人体目标跟踪的一些很有用的资料，主要是讲camshift,meanshift和高斯混合模型。-Learning opencv image-processing for target tracking in the human body a number of very useful information, mainly speaking camshift, meanshift and Gaussian mixture model.
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Size: 1454080 |
Author: yuyu |
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Description: 此程序能够处理流体力学中两种混合物的动力学效应，给出形象的描述，速度快，准确度高，希望对一些人有用。-This program can handle a mixture of two kinds of fluid mechanics, dynamics effects, given a description of the image of speed, high accuracy, hoping for some useful
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Size: 2048 |
Author: 穆俏 |
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Description: 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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Size: 4564992 |
Author: 许浩然 |
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Description: 图像梯度场的Gamma混合分布模型及其求解，
图像梯度场的Gamma混合分布模型及其求解-Image gradient field of Gamma mixture distribution model and its solution, the image gradient field of the Gamma mixture distribution model and its solution
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Size: 465920 |
Author: qyh |
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Description: 一篇论文：基于EM算法的Gaussian混合模型用于图像分类-Paper: EM algorithm based on Gaussian mixture model for image classification
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Size: 263168 |
Author: |
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Description: 一种用于图像超分辨率分析的混合高斯模型算法。可实现图像方法，同时保持很好的图像边缘。-For image super-resolution algorithm for Gaussian mixture model analysis. Image method can be realized while maintaining a good edge.
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Size: 2048 |
Author: 吴军 |
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Description: 图像的操作，及视频流的相关操作，基于opencv，运动目标检测，中值滤波，高斯背景模型，混合高斯模型-The operation of the image, and video streams related operations, based on the opencv, motion detection, median filtering, Gaussian background model, Gaussian mixture model
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Size: 5112832 |
Author: chenyuefeng |
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Description: 基于高斯混合模型，经由一种高效率的EM-MAP算法，解决图像超分辨率重建问题-A general framework for solving image inverse problems is introduced in this paper. The approach is
based on Gaussian mixture models, estimated via a computationally efficient MAP-EM algorithm.
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Size: 1821696 |
Author: libin |
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Description: 基于混合高斯模型的多目标跟踪算法，对背景图像建立混合高斯模型，实时更新高斯模型，达到更新背景的目的。-Gaussian mixture model-based multi-target tracking algorithm, Gaussian mixture model to establish the background image, real-time updates Gaussian model, to achieve the purpose of updating the background.
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Size: 586752 |
Author: 廖家亮 |
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Description: 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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Size: 84992 |
Author: 马志远 |
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Description: this code is a important of gaussian mixture model for image processing
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Size: 3072 |
Author: parham |
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Description: 利用混合高斯模型对图像序列经行背景建模，并保存。（附图片）-Using Gaussian mixture model for background modeling image sequences through the line and save. (With pictures)
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Size: 1228800 |
Author: 子西 |
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Description: 是Visual C 和MATLAB混合编程的数字图像处理系统，包括所有的源代码-Is a mixture of Visual C and MATLAB programming digital image processing system, including all source code
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Size: 14693376 |
Author: stellarzhong |
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Description: 基于Directionlet变换的图像去噪与增强的算法研究；基于提升Directionlet域高斯混合尺度模型的图像噪声抑制等。-Image denoising based Directionlet transform algorithm and enhanced Gaussian mixture based on lifting Directionlet field-scale model of image noise suppression.
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Size: 13386752 |
Author: zhangguodong |
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Description: 混合高斯背景建模用于检出背景，并提取前景，在OPENCV环境下操作进行的。是数字图像处理领域不可缺少的一种处理方式。OPENCV库里含有的函数在数字图像中的作用都是不可获取的，用起来简单又便捷，建议OPENCV从头认真学起-Gaussian mixture background modeling for the detection of background and foreground extraction, OPENCV environment in the operation. The field of digital image processing an indispensable approach. OPENCV library containing the function s role in the digital images are not obtained, it is simple and easy to use, it is recommended to learn the OPENCV seriously from the beginning.
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Size: 1024 |
Author: yuanyuan |
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Description: 以混合高斯模型为基础，利用背景差分法获得目标图像并有阴影检测的方法进行目标检测-The Gaussian mixture model based on the use of the background difference method to obtain the target image and a shadow detection method for target detection
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Size: 176128 |
Author: liangfangfang |
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Description: 针对瞬时混合盲信号分离的自适应算法进行调研和比较，对于LMS，RLS算法（包括基于普通梯度和自然梯度两种）进行仿真验证，并对一些未知图像的混合进行分离。-Blind signal separation for instantaneous mixture algorithm for adaptive research and comparison, for the LMS, RLS algorithms (including gradient and natural gradient based on common two) for simulation, and some unknown mixture of image separation.
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Size: 1035264 |
Author: boxer |
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Description: 本程序，是SAR图像的提机密性，如广义高斯混合模型，welbull模型和高斯模型等等，是学习SAR图像统计模型的基础程序-This procedure is a SAR image to mention confidentiality, such as the generalized Gaussian mixture model, welbull model and Gaussian model, is the study of the SAR image statistical model program
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Size: 5169152 |
Author: wenzi |
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