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  • minimize.m:最小化可微多元函数
    minimize.m:最小化一个可微的多元函数;
    Minimize a differentiable multivariate function,函数接口说明:

    复制代码
    1
    [X, fX, i] = minimize(X, f, length, P1, P2, P3, ... )
  • tvreg:全变差正则化图像处理(Pascal Getreuer )

    The tvreg package applies total variation (TV) regularization to perform image denoising, deconvolution, and inpainting. Three different noise models are supported: Gaussian (L2), Laplace (L1), and Poisson.

    下载地址:tvreg: Variational Image Restoration and Segmentation(mathworks 的账号十分好注册)

1. Disciplined Convex Optimization

CVX: Matlab Software for Disciplined Convex Programming | CVX Research, Inc.

作者 home page Stephen P. Boyd

2. sparse penalties(稀疏度惩罚)

  • Penalty and Threshold Functions for Sparse Signal Processing
  • Example: Sparse deconvolution(稀疏信号的反卷积)

3. SLAM TOOLBOX FOR MATLAB

slam:Simultaneous localization and mapping,即时定位与地图构建;

SLAM TOOLBOX FOR MATLAB

4. Dimensionality Reduction(数据降维)

  • Matlab Toolbox for Dimensionality Reduction

5. 概率学习(probability learning)和推断(inference)

  • A MATLAB Toolbox for Probabilistic Learning and Inference

转载于:https://www.cnblogs.com/mtcnn/p/9422901.html

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