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Matlab-Package-Book

于 2020-11-23 发布 文件大小:74KB
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下载积分: 1 下载次数: 149

代码说明:

  稀疏表示,包括ksvd图像去噪,matlab程序,程序有详细注解,便于初学者学习,代码可以直接使用(Sparse representation, including ksvd image denoising, Matlab procedures, procedures are detailed notes, easy for beginners to learn, code can be used directly)

文件列表:

Chapter_01_3D_spheres.m,7575,2010-09-15
Chapter_01_LpLq_demo.m,1161,2010-09-15
Chapter_01_normDescroption.m,710,2010-09-15
Chapter_02_DesignFrame.m,1842,2009-07-04
Chapter_02_GrassDemo.m,1459,2010-09-15
Chapter_02_picketfence.m,412,2010-09-15
Chapter_03_Demo_Greedy.m,5267,2010-09-15
Chapter_03_Demo_Relaxation.m,3565,2010-09-15
Chapter_03_IRLS_noNoise.m,1239,2010-09-15
Chapter_03_WeakMP_efficiency.m,1584,2010-09-15
Chapter_04_Bounds.m,1277,2010-09-15
Chapter_04_TwoOrthoBP_Proof.m,495,2010-09-15
Chapter_05_IRLS.m,3791,2010-09-15
Chapter_05_LARS.m,6931,2009-07-05
Chapter_05_LARS_DEMO.m,1825,2010-09-15
Chapter_05_LARS_vs_OMP.m,3665,2010-09-15
Chapter_05_No_Uniqueness_Noise_demo.m,3224,2010-09-15
Chapter_05_TwoEps_Noise_demo.m,1855,2010-09-15
Chapter_06_IS_Sanity_Check.m,1132,2010-09-15
Chapter_06_Iterated_Shrinkage.m,14787,2010-09-15
Chapter_07_ShowTheGap1.m,2568,2010-09-15
Chapter_07_ShowTheGap2.m,6484,2010-09-15
Chapter_08_BP_vs_DS.m,7528,2010-09-15
Chapter_09_TV_vs_Heaviside.m,586,2010-09-15
Chapter_10_Create_Atom_Examples.m,1603,2010-09-15
Chapter_10_Deblurring.m,15610,2010-09-15
Chapter_10_Shrinkage_Rho.m,2330,2010-09-15
Chapter_11_Graphs.m,6940,2010-09-15
Chapter_11_RandomOMP.m,2391,2009-08-05
Chapter_11_Synthetic.m,8910,2009-12-18
Chapter_12_Demo1.m,4030,2010-09-15
Chapter_12_Demo2.m,3651,2010-09-15
Chapter_12_DispDict.m,1753,2009-08-31
Chapter_12_TrainDic.m,11586,2009-08-17
Chapter_12_TrainDic_Fast.m,12084,2009-12-02
Chapter_13_AverageL.m,751,2010-09-15
Chapter_14_Global.m,3197,2010-09-15
Chapter_14_Global_SURE.m,3504,2010-09-15
Chapter_14_KSVDdenoising.m,7037,2010-09-15
Chapter_14_KSVDGlobalDenoising.m,3708,2010-09-15
Chapter_14_Local1.m,3754,2010-09-15
Chapter_14_Local2.m,4447,2010-09-15
Chapter_14_NLMDenoising.m,1545,2010-09-15
Chapter_15_CoreInpainting0.m,6422,2010-09-15
Chapter_15_CoreInpainting1.m,6069,2010-09-15
Chapter_15_CoreInpainting2KSVD.m,8748,2010-09-15
Chapter_15_CoreInpainting2MOD.m,7300,2010-09-15
Chapter_15_CoreInpainting3KSVD.m,5864,2010-09-15
Chapter_15_ImpulseNoiseRemoval.m,5103,2010-09-15
Chapter_15_Local_MCA_KSVD.m,9593,2010-09-15
Chapter_15_ScaleUp_Main.m,1829,2010-09-15
Chapter_15_ScaleUp_Training_and_Testing1.m,6569,2009-12-08
Chapter_15_ScaleUp_Training_and_Testing2.m,7338,2009-12-08
fht.m,218,2004-06-09

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  • processing5
    图像基础处理——透视矫正的程序代码,把图像还原(Image basic processing- perspective correction code to restore image)
    2013-04-10 11:29:49下载
    积分:1
  • ErgQ
    采用四元组进行图像融合质量评价的matlab程序,包括原文paper(Four-tuple image fusion matlab quality evaluation procedures, including the original paper)
    2008-04-15 23:35:42下载
    积分:1
  • sanxininterference-image
    能够利用matlab针对三芯光纤的干涉图样进行仿真,得到其干涉图片(Able to use matlab to three core optical fiber interference pattern, and simulation the interference image )
    2012-12-13 18:45:28下载
    积分:1
  • fuliyebianhuan
    能够成功实现傅里叶变换,包括32点 64点 128点 256点 512点 1024点。(Fourier transform can be successfully achieved, including 32 points 64 points 128 points 256 points 512 points 1024 points.)
    2013-05-31 19:57:28下载
    积分:1
  • BCS_demo
    说明:  贝叶斯压缩感知例子 Bayesian Compressive Sensing, Shihao Ji, Ya Xue, and Lawrence Carin, IEEE Trans. Signal Processing, vol. 56, no. 6, June 2008.(Bayesian Compressive Sensing, Shihao Ji, Ya Xue, and Lawrence Carin, IEEE Trans. Signal Processing, vol. 56, no. 6, June 2008.)
    2020-12-09 07:19:20下载
    积分:1
  • Digital-image-processing
    matlab数字图像处理的程序,里面有基本的处理程序和GUI界面来处理图像(Matlab digital image processing program, which has a basic processing program and an image processing GUI interface)
    2017-04-07 20:05:17下载
    积分:1
  • 自适应阈值分割
    说明:  可在matlab软件上实现自适应阈值分割(Adaptive threshold segmentation can be realized)
    2021-02-02 22:17:32下载
    积分:1
  • circle_center_find
    采用质心算法来计算输入的激光光斑图像的中心位置,开始的时候可以选择图片的名称和路径(Using centroid algorithm to calculate the position of the input laser spot center of the image, you can select the picture at the beginning of the name and path)
    2014-03-28 10:14:37下载
    积分:1
  • imagesegmentation
    matlab图像分割实例,基于Lab空间的色彩分,割调用库函数实现,带注释,简单易懂;(matlab example of image segmentation, based on Lab color space points, call the library functions achieve cutting, with comments, easy to understand )
    2010-06-23 17:19:32下载
    积分:1
  • 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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