Description: 模拟退火程序:这部分代码是模式识别中结合模拟退火法的特征提取,大家可以对其进行简单的改进会获得更好的效果,比如改变温度表,加上“记忆体”,结合遗传算法等
-simulated annealing procedures : This code is part of pattern recognition in combination with simulated annealing method of feature extraction, you can perform simple improvements will be better results, such as changes in thermometers, the words "memory" combining genetic algorithm Platform: |
Size: 195584 |
Author:天才 |
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Description: 本文的题目是基于分形和遗传算法的人脸识别方法,对有限人群提出一种采用分形特征和遗传聚类的识别方法: 将图像分成很多小区域, 分别计算各个区域的分形特征, 以充分利用图像二维信息 同一个模式有多个样本, 通过遗传算法进行聚类以得到最优解实现不变性识别. 最后采用ORL 人脸图像库的一组图像对比了新方法、本征脸法和自联想神经网络方法, 结果表明该方法的识别率, 与本征脸法相似, 比自联想神经网络高.-The title of this article is based on fractal and genetic algorithms for face recognition method, a crowd of limited use of fractal characteristics and the identification of genetic clustering methods: the image is divided into many small regions, each region were calculated fractal characteristics, to take full advantage of two-dimensional image information with a model for a number of samples, through the genetic clustering algorithm in order to obtain the optimal solution to achieve invariant recognition. Finally, using ORL face image database of a group of image contrast of the new methods, eigenface law and auto-associative neural network methods, results show that the method of recognition rate, with the eigenface method is similar to auto-associative neural network than high. Platform: |
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Author:阳关 |
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Description: 目标分配问题,雷达目标识别,图象分割等最优控制问题等matlab遗传算法优化应用-Target Assignment Problem, radar target recognition, image segmentation, such as optimal control problems, such as the application of genetic algorithm matlab Platform: |
Size: 4096 |
Author:熊梅西 |
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Description: 基于遗传算法和bp网络的简单人脸识别,只能识别三种表情。图像经过简单的小波变换处理-Bp networks based on genetic algorithm and a simple face recognition, could only identify three kinds of expressions. After a simple wavelet transform image processing Platform: |
Size: 1042432 |
Author:王平 |
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Description: 经典的遗传算法程序,很不错,用于语音识别方面,不同以往的遗传算法,有兴趣可以看看。-Classical genetic algorithm program is very good for speech recognition, the genetic algorithm different from the past, interested to see. Platform: |
Size: 90112 |
Author:zzh |
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Description: 遗传算法在MATLAB环境中的实现,适合图形模式识别广泛应用等方面-Genetic algorithm implementation in MATLAB environment, suitable for wide range of graphics applications such as pattern recognition Platform: |
Size: 77824 |
Author:zhx |
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Description: 在传统图像识别中的模板匹配技术面临着计算量大,存储量大的缺点,因此提出了基于遗传算法的图像识别的方法。本文提出了传统的基于遗传算法和normxcorr2结合的方法,对图像进行离散化,然后把图像识别问题变成一系列的离散点组合优化问题,再利用遗传算法对种群优化的性能,对各个控制点组合优化,让控制点与模板进行匹配,寻出最优解。最后通过实验验证遗传算法在图像识别的优点。-In the traditional image recognition in the face template matching calculation capacity, storage capacity shortcomings, the proposed genetic algorithm based on image recognition method. In this paper, based on genetic algorithms and the traditional method of combining normxcorr2, the image discretization, then the image recognition problem into a series of discrete points of combinatorial optimization problems, and then use genetic algorithm to optimize the performance of the population, a combination of all control points optimized, so that the control points and template matching to find the optimal solution. Finally, experimental verification of the genetic algorithm through the image recognition advantages. Platform: |
Size: 122880 |
Author:谢宗华 |
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Description: 大部分科研领域的模式识别算法都是在MATLAB中实现,此处提供了个别模式识别算法的C++语言实现,如支持向量机,遗传算法等。-Most of the field of pattern recognition algorithm was implemented in MATLAB, individual pattern recognition algorithm is provided here of the C++ language, such as support vector machines and genetic algorithms. Platform: |
Size: 202752 |
Author:计算机 |
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Description: 采用遗传算法和支持向量机(svm)编写的手写字体识别算法,基于matlab-Handwriting recognition algorithm using genetic algorithms and support vector machine (svm) written on matlab Platform: |
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Author: |
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Description: 基于matlab的Iris、乳腺癌数据集的模式识别分类算法,含有 遗传算法+SVM、isodata、感知器算法、LMSE、神经网络等算法的实现代码,用于聚类效果良好,是模式识别大作业的参考资料(The pattern recognition classification algorithm based on MATLAB for Iris and breast cancer data sets contains the implementation code of genetic algorithm +SVM, ISODATA, perceptron algorithm, LMSE, neural network and so on. It is used for good clustering results and is a reference for pattern recognition.) Platform: |
Size: 6144 |
Author:张小明12345 |
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