登录
首页 » matlab » GMM

GMM

于 2011-01-14 发布 文件大小:16KB
0 67
下载积分: 1 下载次数: 919

代码说明:

  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 object detection(video object detection), visual surveillance, motion detection, motion tracking, visual object tracking, video object tracking, etc.)

文件列表:

GMM_高斯多模型_高斯混合模型
...........................\adaptive_video.m,3285,2010-04-23
...........................\best_background_image.m,851,2007-02-04
...........................\display_result.m,4472,2007-06-20
...........................\foreground_objects.m,1460,2007-03-08
...........................\framedifference_video.m,3196,2010-04-23
...........................\GMM_images.m,6242,2010-04-23
...........................\GMM_video.m,6399,2010-04-23
...........................\load_data.m,1617,2010-04-20
...........................\mixture_parameters.m,4285,2010-04-23
...........................\segment_image.m,3468,2007-03-08
...........................\update_mixture_params.m,5853,2007-07-24

下载说明:请别用迅雷下载,失败请重下,重下不扣分!

发表评论

0 个回复

  • recognize_face
    利用灰度积分投影直接对人脸图像进行检测和眼睛定位是一种常用的算法,但是直接采用该算法会受到背 景、特征等因素的影响,识别准确率较低。提出了一种基于最大类间方差阈值和区域膨胀相结合的检测与定位算法。该算 法首先计算最大类间方差设置阈值,把灰度图像转换为二值图像并检测出人脸区域,然后通过对该人脸区域中的连通区域 进行膨胀及连通性处理,精确定位眼睛坐标。实验表明,此算法可靠,具有较好的识别效果。(face recognized)
    2010-08-19 16:45:54下载
    积分:1
  • harris
    matlab编写的harris程序,对初学者还是很有帮助的(harris program written in matlab, or helpful for beginners)
    2011-06-25 16:11:22下载
    积分:1
  • ms_ssim
    Multi-Scale Structural Similarity Index (MS-SSIM). Download here. Please cite the following paper in any published work if you use this software. Z. Wang, E. P. Simoncelli and A. C. Bovik, "Multi-scale structural similarity for image quality assessment," IEEE Asilomar Conference Signals, Systems and Computers, Nov. 2003.
    2010-03-02 01:50:24下载
    积分:1
  • paper2
    Visual Image Quality Assessment Technique using FSIM
    2015-12-12 08:07:18下载
    积分:1
  • SARViewer
    通过GDAL读取常用遥感影像,如img,tiff,可实现读取显示和雷达影像处理的一些基本算法(Read through GDAL common remote sensing images, such as img, tiff, read the display and radar can achieve some of the basic image processing algorithms)
    2013-08-03 19:39:01下载
    积分:1
  • kdtree
    特征点匹配时,采用构造KD-tree,用最优节点优先法寻找最佳匹配点(Matching feature points, the tectonic KD-tree, with the optimal node is preferred method to search for the optimal matching point)
    2012-02-27 08:32:20下载
    积分:1
  • fast_NL
    图像恢复:快速非局部均值滤波--A.Buwades等人提出的非局部均值滤波的快速实现方法(Image restoration: the proposed fast non-local means filtering- A. Buwades non-local means filtering Fast Implementation)
    2012-09-07 21:06:37下载
    积分:1
  • detectpoint
    光斑中心提取算法,在VS2010下,用opencv2.3.1编写的控制台程序,主要功能是利用hession矩阵和高斯滤波进行光斑中心点提取,里面附测试图片,提取精度为亚像素级别。(Spot center extraction algorithm, in VS2010, written by opencv2.3.1 console program, the main function is to use hession matrices and Gaussian filter for extracting the center spot, which is attached test images, the extraction accuracy of sub-pixel level.)
    2014-04-16 15:33:49下载
    积分:1
  • fjj车型识别结合盒维数和小波分解重构等
    说明:  本程序是基于小波和盒维数的车型识别程序,可以选择不同车型,有GUI界面,有图片,有程序,能运行,相信初学者一定能够获益。(This program is based on the wavelet and box dimension of the vehicle type recognition program, you can choose different models, GUI interface, pictures, programs, can run, I believe beginners will benefit.)
    2019-10-04 17:31:34下载
    积分:1
  • SLICsuperpixel
    自己编写的SLIC超像素分割,包括图片,论文(SLIC superpixel algorithm written by myself)
    2017-02-26 18:00:23下载
    积分:1
  • 696524资源总数
  • 103783会员总数
  • 41今日下载