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用matlab实现的几种模式识别的方法,有切比雪夫距离法,马氏距离法,欧氏距离法。而且每种方法都给出了多种编程,Matlab achieved using several methods of pattern recognition, there are Chebyshev distance, Mahalanobis distance method, Euclidean distance method. But each method are given a variety of program
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本文针对SLAM算法中数据关联过程,提出了一种简单易行的改进方法,将欧氏距离与马氏距离结合用于数据关联。算法不必计算地图所有特征与所有量测之间的马氏距离,而是首先利用相对简单的欧氏距离计算缩小了待关联特征的搜寻范围。利用人工合成数据的仿真结果表明,改进后的数据关联方法可以大幅减少系统计算量,提高关联效率,且不会造成错误关联的增加。-This article SLAM algorithm for data association process, a simple method to Euclid
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Mahalanobis Distance Function for Matlab.
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This code is the implementation of Mahalnobis SOM algorithm published in this article.
Face recognition under varying illumination using Mahalanobis self-organizing map
S Aly, N Tsuruta, RI Taniguchi - Artificial Life and Robotics, 2008 - Springe
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用matlab计算马氏距离,简单直接,但是手懒,没中文说明部分(外国例程)-Mahalanobis distance calculation with matlab, simple and direct, but the lazy hand, no Chinese explanation part of the (foreign routines)
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该程序实现改进的自适应相关算法,两个matlab文件,一个为函数,该函数求出信号特征量的马氏距离平方并通过梯度下降法训练出其固定阈值,另一个为主函数,调用该函数文件;该程序将4路信号,每一路信号特征量的马氏距离平方及其固定阈值求出来,并一起画出图来。
-The program features improved adaptive correlation algorithm, two matlab files, one for the function that calculate the
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这6个程序可用于0—9的数字识别,算法包括:基于类中心的欧式距离法、马氏距离法、夹角余弦距离法
、二值化的夹角余弦距离法、二值化的Tanimoto测度法和增量校正算法,均为基于matlab软件编写的程序。学会了这几个算法,可以在这些程序的基础上进行扩展,对三维模型识别算法的编程有一定的帮助。-6 program can be used 0-9 digit recognition, algorithms include: class center Euclidean distance, Mah
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The matlab program classifies the species of fisher iris data based on distance based approaches (euclidean, mahalanobis, etc.)
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it s Mahalanobis distance in pattern recognition
matlab code
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Pisarenko谐波分解算法,在matlab R2009b调试通过,利用matlab针对图像进行马氏距离计算 。- Pisarenko harmonic decomposition algorithm, In matlab R2009b debugging through, Using matlab to calculate the Mahalanobis distance for the image.
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微分方程组数值解方法,利用matlab针对图像进行马氏距离计算 ,GSM中GMSK调制信号的产生。- Numerical solution of differential equations method, Using matlab to calculate the Mahalanobis distance for the image, GSM is GMSK modulation signal generation.
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基于多相结构的信道化接收机,利用matlab针对图像进行马氏距离计算 ,通过虚拟阵元进行DOA估计。- Channelized receiver based on multi-phase structure, Using matlab to calculate the Mahalanobis distance for the image, Conducted through virtual array DOA estimation.
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基于SVPWM的三电平逆变的matlab仿真,合成孔径雷达(SAR)目标成像仿真,利用matlab针对图像进行马氏距离计算 。- Based on SVPWM three-level inverter matlab simulation, Synthetic Aperture Radar (SAR) imaging simulation target, Using matlab to calculate the Mahalanobis distance for the image.
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从先验概率中采样,计算权重,是本科毕设的题目,利用matlab针对图像进行马氏距离计算 。- Sampling a priori probability, calculate the weight, The title of the commercial is undergraduate course you Using matlab to calculate the Mahalanobis distance for the image.
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利用matlab针对图像进行马氏距离计算 ,matlab编写的元胞自动机,阐述了负荷预测的应用研究。- Using matlab to calculate the Mahalanobis distance for the image, matlab prepared cellular automata, It describes the application of load forecasting.
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pwm整流器的建模仿真,独立成分分析算法降低原始数据噪声,利用matlab针对图像进行马氏距离计算 。- Modeling and simulation pwm rectifier Independent component analysis algorithm reduces the raw data noise, Using matlab to calculate the Mahalanobis distance for the image.
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验证可用,实现了图像的灰度化并进一步用于视频监视控,利用matlab针对图像进行马氏距离计算 。- Verification is available, Achieve a grayscale image and further control for video surveillance, Using matlab to calculate the Mahalanobis distance for the image.
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For beginners with a reference value, Channelized receiver based on multi-phase structure, Using matlab to calculate the Mahalanobis distance for the image.
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Using matlab to calculate the Mahalanobis distance for the image, Three-phase photovoltaic inverter and network simulation, Data packet transfer source program.
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Using matlab to calculate the Mahalanobis distance for the image, Calculation of growth, entry-level program grains Including quaternion various calculations.
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