搜索资源列表
szpGauss
- 用C++实现的高斯混合模型的算法类,方差矩阵是对角矩阵-C + + Gaussian mixture model algorithm category, variance matrix is diagonal matrix
高斯混合模型的EM算法的源程序代码
- GMM模型的一个小例子,可以做出不学习这个模型用
code.rar
- 视频运动物体检测,采用混合高斯分布建立背景模型及差分方法对背景模型进行更新,Sports video object detection, adopt a mixed Gaussian distribution model and set up the background difference method to update the background model
Background_GMM.rar
- 混合高斯模型,建立背景模型,从而可以分离前景与背景,Gaussian mixture model, background model, which can be separated from foreground and background
mixGuass
- 利用混合高斯模型进行前景提取,能够达到较好的检测结果-mix Guass, objects extracting
DIP
- 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
gussmodel
- 混合高斯模型建模,对视频中背景进行混合高斯建模,在摄像机不动的环境中应用广泛-Gaussian Mixture Modeling of video Gaussian mixture background modeling, at the fixed cameras are widely used environment
basedoncolorsegment
- 为了提高非结构化道路识别算法的有效性,提出了一种道路分割的新方法,建立了道路区域和非道路区域混合高斯彩色模型,根据像素隶属于彩色模型的概率进行基于彩色信息道路 -In order to improve the effectiveness of unstructured road recognition algorithm presents a new method of road segmentation and establish the way of regional and off-roa
gauss_model
- 目前比较流行的智能视频分析里用到的 混合高斯模型算法,可以用来建立背景。-Currently more popular where intelligent video analysis algorithms used in Gaussian mixture model can be used to establish the background.
gussmix
- 本程序是对混合高斯模型的改进,从RGB空间转化到HSV空间。运行时要装OPENCV-This program is a Gaussian mixture model improvement, space conversion from RGB to HSV space
matlab_utilities
- 粒子滤波、无迹粒子滤波算法程序,高斯混合模型参数设置等详细代码-Particle filter, unscented particle filter program, Gaussian mixture model parameter settings, and more code
xiaobo
- .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
yundongjiance
- 运动视频的背景建模与运动物体的检测,包含混合高斯模型和帧差法检测运动物体。使用opencv编写-failed to translate
mixture_of_gaussians
- 这个程序是基于混合高斯背景模型的运动目标检测算法,m文件和所用视频放到matlab的工作目录下即可运行-This program is based on the Gaussian mixture background model of moving target detection algorithm, m, and used video files into matlab working directory to run
dxbx
- 约束高湿混合模型,ER算法求解参数,借助最小二乘拟合数据中心线,统计其欧式距离进以展开数据分析。(Constrained high humidity mixed model, ER algorithm to solve the parameters, with the least squares fitting the data center line, statistical European distance into the data analysis.)
EmGm
- 图片配准,点集分类,采用EM方法求解高斯混合模型。(Image registration, point set classification, EM method is used to solve the Gauss mixture model.)
一问 + 二问 VIBE_Code
- 用混合高斯模型进行背景处理,并能过滤微小的扰动,适用于动态背景(Use the mixed Gaussian model for background processing and to filter tiny perturbations for dynamic background)
Gaussian Mixture Model Ellipsoids
- 基于2个一维高斯模型组成的多维混合高斯模型,采用Python进行编程(Multidimensional mixed Gauss model based on 2 one-dimensional Gauss models and programming with Python)
基于隐马尔科夫模型的高速公路超车行为
- 基于驾驶模拟器实验数据,结合高斯混合隐马尔可夫模型(GM-HMM),对高速公路的超车行为进行 辨 识 , 并 对 驾 驶 员 意 图 和 超 车 行 为 是 否 正 常 进 行 分 析 。 结 果 表 明 , 基 于 GM-HMM 的 辨 识 方 法 能 有 效 辨 识 多 种 驾 驶 工况下的不正常超车行 为 。(Based on driving simulator experiment data, combined with Gauss hybrid hidden Markov model
EM 算法
- 用EM算法求解高斯混合模型并可视化,数据是男女生的身高分布,前提是初始化男女生身高各自的均值和方差和比例,然后由EM算法求解,男女生身高的均值方差,以拟合数据。(The EM algorithm is used to solve the Gauss mixture model and visualize. The data is the height distribution of male and female. The premise is to initialize the mean, v