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: |
Size: 380928 |
Author:阳关 |
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Description: 使用混沌与分形分析的例程,基于掌纹识别的在线身份验证 识别算法本科毕设,Gabor小波变换与PCA的人脸识别代码。- Use Chaos and fractal analysis routines, Verify recognition algorithm based on palmprint recognition undergraduate complete set of online identity, Gabor wavelet transform and PCA face recognition code. Platform: |
Size: 7168 |
Author:王云琴 |
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Description: Gabor小波变换与PCA的人脸识别代码,利用最小二乘算法实现对三维平面的拟合,可直接计算得到多重分形谱。- Gabor wavelet transform and PCA face recognition code, Least-squares algorithm to fit a three-dimensional plane, It can be directly calculated multi-fractal spectrum. Platform: |
Size: 5120 |
Author:gmwjxgbf |
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Description: 代码里有很完整的注释和解释,可直接计算得到多重分形谱,Gabor小波变换与PCA的人脸识别代码。- Code, there are very complete notes and explanations It can be directly calculated multi-fractal spectrum, Gabor wavelet transform and PCA face recognition code. Platform: |
Size: 5120 |
Author:刘建圆 |
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Description: Gabor小波变换与PCA的人脸识别代码,可直接计算得到多重分形谱,随机调制信号下的模拟ppm。- Gabor wavelet transform and PCA face recognition code, It can be directly calculated multi-fractal spectrum, Random ppm modulated analog signal unde. Platform: |
Size: 5120 |
Author:janfangpen |
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Description: 人脸识别中的光照处理方法,使用混沌与分形分析的例程,实现了图像的灰度化并进一步用于视频监视控。- Face Recognition light treatment method, Use Chaos and fractal analysis routines, Achieve a grayscale image and further control for video surveillance. Platform: |
Size: 6144 |
Author:侯兼斌 |
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Description: Use Chaos and fractal analysis routines, Use serial programming examples matlab GUI implementation, Gabor wavelet transform and PCA face recognition code. Platform: |
Size: 7168 |
Author:郑保
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