regression

tutorial for matlab with alot of open code source

处理ERS数据的SAR成像matlab代码(ERS data processing matlab code of the SAR imaging)

MATLAB Course Adriana Hera puting Communications Center Computing & Communications Center 1 . V ariables, Operators 2.Matrices 3.Matlab Functions 4.Relational operators & Loops (Flow Control) 5.Scripts 6 U D fi d F ti 6 . U ser D e fined F unc tions 7.Visualization 8. Curve fitting: Poly nomial curve fittin g gy g 9. Interpolation 10.Publishing a script to HTML

denoise In BayesShrink[5] we determine the threshold for each subband assuming a Generalized Gaussian Distribution(GGD) . The GGD is given by GG¾ X ¯ (x) = C(¾ X ¯ )exp¡ [® (¾ X ¯ )jxj]¯ (6) ¡ 1 < x < 1 ¯ > 0, where ® (¾ X ¯ ) = ¾ ¡ 1 X [ ¡ (3=¯ ) ¡ (1=¯ ) ]1=2 and C(¾ X ¯ ) = ¯ ¢ ® (¾ X ¯ ) 2¡ ( 1 ¯ ) and ¡ (t) = R1 0 e¡ uut¡ 1du. The parameter ¾ X is the standard deviation and ¯ is the shape parameter It has been observed[5] that with a shape parameter ¯ ranging from 0.5 to 1, we can describe the the distribution of coefficients in a subband for a large set of natural images.Assuming such a distribution for the wavelet coefficients, we empirically estimate ¯ and ¾ X for each subband and try to find the threshold T which minimizes the Bayesian Risk, i.e, the expected value of the mean square error.

说明：  C#.net与Matlab混合编程的过程介绍(C#. Net mixed with Matlab programming)

说明：  《最小一乘回归系数估计及其MATLAB实现》2007 王福昌 胡顺田 张艳芳(The Coefficient Estimation of Least Absolute Deviation Regression and Implementation in M ATLAB)

some related work in image processing.

MATLAB编程实现拟牛顿法（BFGS），对凸函数进行优化计算(The quasi-Newton method (BFGS) is realized by programming in MATLAB, and the convex function is optimized.)

16通道，基于多相结构的信道化接收机， 0~100m，适合各位做毕设的同学(16-channel, multi-phase structure based channelized receiver, 0 ~ 100m, designed for you to do the students have completed)

matlab的模式识别工具箱，非常有助于开发(matlab tool of pattern recognition)