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m11
混合高斯(Mixture of Gaussian, MOG) 背景建模算法和Codebook 背景建模算法被广泛应用于监控视频的运动目标检测问题, 但混合高斯的球体模型通常假设RGB 三个分量是独立的, Codebook 的圆柱体模型假设背景像素值在圆柱体内均匀分布且背景亮度值变化方向指向坐标原点, 这些假设使得模型对背景的描述能力下降. 本文提出了一种椭球体背景模型, 该模型克服了混合高斯球体模型和Codebook 圆柱体模型假设的局限性, 同时利用主成分分析(Principal components analysis, PCA) 方法来刻画椭球体背景模型, 提出了一种基于主成分分析的Codebook 背景建模算法. 实验表明, 本文算法不仅能够更准确地描述背景像素值在RGB 空间中的分布特征, 而且具有良好的鲁棒性.(The background modeling algorithm of mixture of Gaussian (MOG) and codebook is widely used in moving
object detection of surveillance video. However, the ball model of MOG usually assumes that the three components of
RGB are independent, while the cylinder model of codebook assumes that the value of background pixel is distributed
uniformly within the cylinder and the changing direction of brightness points to the origin of the coordinate system.
These assumptions reduce the descriptive capability for background modeling. Therefore, the paper proposes an ellipsoid-
based background model, which overcomes the MOG and codebook0s limitations. By using principal component analysis
to depict the ellipsoid background model, a novel PCA-based codebook background modeling algorithm is proposed.
Experiments show that this algorithm can not only give more accurate description of the distribution of background pixels
but also have a better robustness.)
- 2014-04-15 11:11:55下载
- 积分：1
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Gray_Scale_Morphological
用matlab语言实现图像的腐蚀和膨胀，不是用自带函数(Language with matlab image erosion and dilation, not with their own function)
- 2011-10-30 20:34:29下载
- 积分：1
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几何校正
实现对辐射校正后的科学数据几何校正以及对角度数据校正，输出控制点文件(The calibration of the scientific data after radiation correction, the correction of the angle data and the output control point files are realized)
- 2017-09-26 16:55:41下载
- 积分：1
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meanshiftcode
视频目标跟踪算法,用meanshift方法对目标进行跟踪(meanshift algorithm tracking)
- 2010-06-09 19:56:43下载
- 积分：1
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barcode1_12
一维条形码的识别源码，阈值处理，二值化处理，去噪处理(Bar codes to identify source)
- 2009-05-06 18:05:53下载
- 积分：1
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gdal1.4.5
很有用的gdal库，并且已经编译好。请多多指教!(It is a very good resource！Please download！！)
- 2011-12-08 09:31:56下载
- 积分：1
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3dwatershed
用分水岭算法对三维模型进行分割处理。可以实现对三维模型的有意义分割。(Using three-dimensional model of the watershed algorithm to be dealt with separately. Three-dimensional model can achieve meaningful partition.)
- 2009-01-13 20:29:26下载
- 积分：1
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3
说明： 使用matlab实现脑磁共振图像的海马体分割(Using MATLAB to segment the hippocampus of brain MR images)
- 2020-04-02 12:22:46下载
- 积分：1
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Untitled2
图像处理人脸分割,用阈值法进行肤色分割，从而定位人脸(imaging processing)
- 2011-11-30 13:38:30下载
- 积分：1
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xiaobofenxi
MATLAB版小波分析小程序，能有效去除图像中噪声(MATLAB version wavelet analysis applet can effectively remove the image noise)
- 2013-03-27 11:45:07下载
- 积分：1
