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. Platform: |
Size: 186368 |
Author:ajinkya |
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Description: ．首先，建
立背景的混合高斯分布模型和阴影颜色模型，通过差分法提取前景区域并结合Gabor小
波纹理特征分析找出潜在的阴影点；然后通过阴影颜色模型对这些潜在的阴影点进行颜
色分析；最后通过后续处理，找出真正的阴影区域-. First of all, to establish the background Gaussian mixture distribution model and the shadow color model, by differential extraction and prospects of the region combined with Gabor wavelet texture feature analysis to identify potential shadow points then the shadow color model of the shadow of these potential points of color analysis Finally, follow-up treatment, find out the real shadow region Platform: |
Size: 382976 |
Author:xxx |
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Description: 基于混合高斯模型的背景建模方法的实现，用C++语言编写-Gaussian mixture model-based background modeling method of implementation, with C++ language Platform: |
Size: 1024 |
Author:liuli |
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Description: 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. Platform: |
Size: 1024 |
Author:lixiang |
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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 Platform: |
Size: 5112832 |
Author:chenyuefeng |
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Description: 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 attachment is written in VC++6.0 code book based on motion detection, the camera can be directly read can also be changed to read the hard disk video files to be installed Opencv1.1 Platform: |
Size: 2741248 |
Author:梁浩 |
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Description: 给一段视频加噪声，并通过混合高斯模型提取背景，可以验证混合高斯模型对噪声的鲁棒性！有注释！-To add a video noise, and Gaussian mixture model by extracting the background, you can verify the Gaussian mixture model robustness to noise! A comment! Platform: |
Size: 3072 |
Author:yaoqiuxiang |
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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)
Platform: |
Size: 1228800 |
Author:子西 |
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Description: 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 of attachment is written in VC++6.0 codebook-based moving target detection, the camera can be directly read can also be changed to read the hard drive video files to be installed Opencv1.1, Platform: |
Size: 1687552 |
Author:王寒凝 |
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Description: 用平均背景法去除背景，算法思想比混合高斯模型和codebook模型简单，适合提取背景变化较小的场景。用中值滤波去除掉产生的椒盐噪声-Average method to remove the background with the background, the algorithm thought codebook than the Gaussian mixture model and a simple model for extraction of small changes in background scene. With a median filter to remove salt and pepper noise generated Platform: |
Size: 1416192 |
Author: |
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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 Platform: |
Size: 176128 |
Author:liangfangfang |
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Description: 混合高斯模型，可用于opencv2.2版本，并且改善了不能显示背景的缺点-Gaussian mixture model can be used to opencv2.2 version, and improve the shortcomings can not display the background Platform: |
Size: 2048 |
Author:姚辰 |
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Description: 背景建模，基于改进混合高斯模型的背景建模-Background modeling, background modeling based on the improved Gaussian mixture model Platform: |
Size: 421888 |
Author:huangcolin |
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Search - Gaussian mixture background