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利用感知机的线性分类功能,实现2维平面的两类模式分类,matlab实现,并用图像显示-Perceptron using linear classification function, the realization of 2-D plane of the two types of pattern classification, matlab achieve, and image display
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一个Matlab环境下编写的流行学习(manifold)算法,可用于图像特征提取及行为模式提取-Matlab environment to prepare a prevalence study (manifold) algorithm, can be used for image feature extraction and pattern extraction
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Gabor小波变换的matlab实现,可以完成对图像的纹理特征提取,广泛应用于图像处理,模式识别等方向-Gabor wavelet transform matlab implementation can complete the image texture feature extraction is widely used in image processing, pattern recognition and so the direction of
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图象 处 理和模式识别中经常根据物体的形状来识别物
体或对物体进行分类。形状特征可以分为区域特征和边界特
征两大类,矩不变量是最基本的形状特征。Hu提出的矩不变
量是图象区域内部细节的描述,是一种区域特征。它是建立
在对一个区域内部灰度值的统计分析基础上的,需要目标区
域的所有象素参与运算-Image processing and pattern recognition are often based on the shape of objects to identify o
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主成分分析,人脸识别,模式识别,对图像处理有点帮助-Principal component analysis, face recognition, pattern recognition, image processing for a little help
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模式识别的
图像的贝叶斯分类
图像的贝叶斯分类
神经网络模式识别-Bayesian pattern recognition image classification image of the Bayesian classifier neural network pattern recognition
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图象处理 模式识别 多种分类方法(最临近匹配分类器、Bayes分类器、线性函数分类、非线性函数分类、神经网络分类)识别0-9数字 手写数字与数字图片,包括设计训练样品库、可以选择多种分类器来识别识别0-9这十个阿拉伯数字,包括临时手写的数字,也包括图片中的数字
-Pattern recognition image processing a variety of classification (the most close to matching classifier, Bay
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1.BP神经网络进行模式识别
2.用BP网络对非线性系统进行辨识
3.一个神经网络PID控制器
4.图像处理的PCA算法
5.图像处理的穷举算法-1.BP neural network pattern recognition 2. Using BP network identification of nonlinear systems 3. A neural network PID controller 4. The PCA algorithm for image process
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基于MATLAB,利用模式识别的方法对平面数字图像进行识别-Based on MATLAB, the use of pattern recognition methods for flat panel digital image to identify
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image segmentation
From the paper :
Nock, Richard and Nielsen, Frank 2004. Statistical Region Merging. IEEE Trans. Pattern Anal. Mach. Intell. 26, 11 (Nov. 2004), 1452-1458.-image segmentation with statistical region merging
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Block Matching Algorithms for Motion Estimation
This project contains the project report and source code by Aroh Barjatya for Digital Image Processing Class at Utah State University.
Following is a short descr iption of the m files in this
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This a very helpful toolkit for matlab beginners. It includes algorithm for pattern classification, as well as image processing.-This is a very helpful toolkit for matlab beginners. It includes algorithm for pattern classification, as well as image p
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Windowed Fourier transform for fringe pattern analysis (with GUI)
-• Run WFT in MATLAB environment. All processed data are automatically saved in result.mat
4. File list
o wft2fw.m: the basic WFT algorithm.
o unwrapping_qg_trim.m: quali
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提出一种两阶段的奇异点检测方法。将指纹图像分块,求出各块的方向构成块方向图,并在块方向图的基础上利用邻域方向的分
布分析结合改进的Poincare Index方法来确定奇异点所在的候选区域,对候选区域中的像素再通过计算局部方向变化率来确定奇异点的精
确位置。将此方法用于对FVC2004 DB1_A指纹数据库的图像,实验结果表明这种方法对指纹图像中的噪声有很好的鲁棒性,并且计算简
单快速,易于实现。
-A two-phase singularity detection. Finge
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在ORL或Yale标准人脸数据库上完成模式识别任务。用PCA与基于核的PCA(KPCA)方法完成人脸图像的重构与识别试验.
-Or Yale in the ORL face database, complete the standard pattern recognition tasks. With the PCA and kernel-based PCA (KPCA) method to complete the reconstruction of face image and reco
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运动估计块匹配算法
以下是工程中m文件的简单注释:
main.m 可通过主函数调用各种基本的块匹配算法
FullSearch.m 全搜索法(又称为Exhaustive Search)
ThreeStepSearch.m 三步搜索法(Three Step Search)
NewTSS.m 新三步搜索法(New Three Step Search Algorithm)
SESTSS.m 简便高效的三步搜索法(Simple And Efficient TSS)
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FIR(Finite Impulse Response)滤波器:有限长单位冲激响应滤波器,是数字信号处理系统中最基本的元件,它可以在保证任意幅频特性的同时具有严格的线性相频特性,同时其单位抽样响应是有限长的,因而滤波器是稳定的系统。因此,FIR滤波器在通信、图像处理、模式识别等领域都有着广泛的应用。-FIR (Finite Impulse Response) filters: finite impulse response filter unit, digital signal processi
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Euclidean Distance Transform has been widely studied in computational geometry, image processing, computer graphics and pattern recognition. Euclidean distance has been computed through different algorithms like parallel, linear time algorithms etc.
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蚁群算法,图像模式识别的匹配模板之一,Matlab实现-Ant colony algorithm, image pattern recognition matching one of the templates, Matlab implementation
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只需输入车辆图片,即可实现包括车牌检测、车牌定位、车牌字符分割、车牌字符识别的全流程图形化演示,非常形象!拥有完整matlab源代码,是学习模式识别的高贵编程参考。-Just enter the vehicle picture, you can achieve, including license plate detection, license plate location, license plate character segmentation, the whole process of
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