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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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face-segmentation
本代码实现了基于肤色的人脸分割程序,代码采用Matlab编写,包含了四个测试样例和结果分析。(This is matlab code about face detection based on face color.)
- 2016-03-06 10:36:48下载
- 积分:1
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watermark
基于LSB的隐写算法,以及基于猫脸变换的图像隐写改进算法。(The steganography algorithm based on LSB and the image steganography based on cat face transform.)
- 2015-05-25 00:24:23下载
- 积分:1
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vechicle-detection
车辆检测跟踪,采用matlab编程,可对车辆进行目标跟踪与检测(Vehicle detection and tracking)
- 2012-07-30 09:29:41下载
- 积分:1
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利用ADMM和小波进行图像恢复
利用ADMM和小波进行图像恢复
使用ADMM算法的图像恢复模型,并用到了增广拉格朗日函数和快速傅里叶函数(Using ADMM and wavelet to restore image, using ADMM algorithm to restore image model, and using augmented Lagrange function and fast Fourier function.)
- 2020-06-30 18:40:01下载
- 积分:1
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PSO
Efficient Computation of Shortest Paths in Networks Using
Particle Swarm Optimization and Noising Metaheuristics
- 2012-10-12 21:45:43下载
- 积分:1
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daima
对矩形件的排样过程进行编码实现,通过visual c++(layout problem)
- 2015-01-15 01:06:00下载
- 积分:1
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MRI-CT融合示例
说明: 这是MRI-CT融合示例code,编程语言为matlab。内含图像,注释清晰,代码完整,下载解压后可以直接运行。(This is an example code of MRI-CT fusion, and the programming language is matlab. The image is included, the annotation is clear, and the code is complete. After downloading and decompressing, it can run directly.)
- 2020-05-11 21:35:25下载
- 积分:1
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MRF2.2
MRF代码实现,visual C++ 代码,不错,可以尝试(an implementation of MRF)
- 2021-03-11 15:09:26下载
- 积分:1
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Python_medical
example used in Python & VTK
- 2020-06-16 05:20:02下载
- 积分:1