登录
首页 » matlab » KSVD_Matlab_ToolBox

KSVD_Matlab_ToolBox

于 2008-04-04 发布 文件大小:19905KB
0 120
下载积分: 1 下载次数: 443

代码说明:

  KSVD工具包,可以用于去噪增强等多种领域,具体方法是先训练方向,然后沿方向进行(KSVD toolkit can be used to enhance various areas of de-noising, the specific method is the first training direction, and then along the direction)

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

  • Arnold
    针对 Anrlod 变换的周期依赖于图像的阶数这一特性, 提出了一种反变换算法 。 该算法 通过分析加密图像任一点处两坐标分量间关系, 得到原图像相应点的坐标 , 从而实现图像的解密。(In view of the characteristic that the Anrlod transform cycle depends on the order of the image, an inverse transformation algorithm is proposed. The algorithm obtains the coordinates of the corresponding points of the original image by analyzing the relationship between the two coordinate components at any point of the encrypted image, so as to achieve the decryption of the image.)
    2018-04-06 15:27:43下载
    积分:1
  • compare_SSIM
    说明:  给定两张图片,利用ssim来计算两张图片他们之间的ssim相似度(compute ssim between two images)
    2020-09-13 17:47:58下载
    积分:1
  • 8-(1)
    图像修复是对图像中破损区域进行信息填充,以减少图像破损所带来的信息损失的过程。 传统的图像修复方法需要依赖图像的具体结构来制定相应的修复方法,压缩感知理论的提出,使得可以利 用信号的稀疏性来对图像进行修复。基于K 奇异值分解(KSVD)与形态学成分分析(MCA,Morphological Component Analysis)的图像修复方法首先采用形态学成分分析方法对破损图像进行特征分析,将其分解 为结构部分和纹理部分;然后基于学习型字典KSVD分别对这两部分进行过完备字典训练;最后利用训练得 到的字典实现对破损图像的修复。相比于传统的图像修复方法,该方法具有适应性强、修复效果好等优点(Image inpainting is to fill the missing data in corrupted images and thus to reduce the information loss of damaged image. Traditional inpainting algorithms are dependent on specific structure of target images compressive sensing theory makes is possible to realized image inpainting with signal sparsity. This paper proposes a novel inpainting algorithm based on KSVD and MCA algorithm, which first decomposes the image into texture part and structure part, and then trains the two dictionaries for these two parts with KSVD and reconstructs the original image with these two trained dictionaries. Experiment indicates that the proposed algorithm is of better adaptability and performance as compared with traditional algorithms.)
    2020-07-31 15:08:38下载
    积分:1
  • picture
    图像的读入,放大,cany检测,二值化,灰度化,任意角度旋转(Read image, zooming, cany detection, binarization, gray, and arbitrary rotation angle)
    2008-05-26 19:34:52下载
    积分:1
  • MATLABon-wavepack
    应用MATLAB小波工具箱中的一维小波包分析函数,采用默认阈值、调节后的阈值两种方法对含噪声的信号进行处理,并以一可见吸收光谱降噪为例,说明该方法在信号降噪中有效可行. (Application of MATLAB wavelet toolbox one dimensional wavelet packet analysis function, using the default threshold value, the adjusted threshold value of two kinds of methods including noise signal processing, and with a visible absorption spectrum noise reduction as an example to show the method is effective in signal noise reduction is feasible. )
    2021-01-13 15:48:49下载
    积分:1
  • yixue
    医学图像处理方面的一些基础算法,VC环境下编译的一个非常好的程序框架(Medical image processing, some of the basic algorithm, VC compiled under the framework of a very good program)
    2010-07-08 15:56:34下载
    积分:1
  • partFiltDemo
    说明:  粒子滤波器matlab实现,用于实现目标检测算法(Particle filter matlab realized, for the achievement of Target Detection Algorithm)
    2008-10-17 13:36:29下载
    积分:1
  • GMS-Feature-Matcher-master
    说明:  利用GMS对特征点匹配进行约束,降低误匹配率,代码包含python版本,C++版本,matlab版本。(GMS is used to constrain the matching of feature points to reduce the error matching rate. The code includes Python version, C + + version and Matlab version.)
    2021-05-06 16:31:53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
  • yundongjianceGUI
    别人编写的运动检测gui,能够检测运动目标以及测速,给大家分享一下。(Written by someone else' s motion detection gui, can detect moving targets and guns, to share with you.)
    2010-06-08 10:39:35下载
    积分:1
  • 696518资源总数
  • 105540会员总数
  • 37今日下载