Description: 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 - Springer-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- Springer Platform: |
Size: 1024 |
Author:Aly |
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Description: This paper presents a new human skin color model in
YCbCr color space and its application to human face
detection. Skin colors are modeled by a set of three
Gaussian clusters, each of which is characterized by a
centroid and a covariance matrix. The centroids and
covariance matrices are estimated from large set of
training samples after a k-means clustering process. Pixels
in a color input image can be classified into skin or nonskin
based on the Mahalanobis distances to the three
clusters. Efficient post-processing techniques namely noise
removal, shape criteria, elliptic curve fitting and faceinonface
classification are proposed in order to !inther refine
skin segmentation results for the purpose of face detection. Platform: |
Size: 220160 |
Author:陆 |
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Description: 利用matlab针对图像进行马氏距离计算 ,雅克比迭代求解线性方程组课设,人脸识别中的光照处理方法。- Using matlab to calculate the Mahalanobis distance for the image, Jacobi iteration for solving linear equations class-based, Face Recognition light treatment method. Platform: |
Size: 6144 |
Author:beng |
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Description: matlab实现了五类灰色关联度模型的计算,利用matlab针对图像进行马氏距离计算 ,人脸识别中的光照处理方法。- matlab implements five gray correlation degree computing model, Using matlab to calculate the Mahalanobis distance for the image, Face Recognition light treatment method. Platform: |
Size: 4096 |
Author:gousen |
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Description: 完整的基于HMM的语音识别系统，Gabor小波变换与PCA的人脸识别代码，利用matlab针对图像进行马氏距离计算 。- Complete HMM-based speech recognition system, Gabor wavelet transform and PCA face recognition code, Using matlab to calculate the Mahalanobis distance for the image. Platform: |
Size: 5120 |
Author:vehdpd |
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Description: STM32制作的MP3的全部资料，利用matlab针对图像进行马氏距离计算 ,人脸识别中的光照处理方法。- STM32 all the information produced by the MP3, Using matlab to calculate the Mahalanobis distance for the image, Face Recognition light treatment method. Platform: |
Size: 5120 |
Author:tanyunsenhai |
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Description: 人脸识别中的光照处理方法，用于特征降维，特征融合，相关分析等,利用matlab针对图像进行马氏距离计算 。- Face Recognition light treatment method, For feature reduction, feature fusion, correlation analysis, Using matlab to calculate the Mahalanobis distance for the image. Platform: |
Size: 7168 |
Author:金百燕 |
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Description: 利用matlab针对图像进行马氏距离计算 ,实现了图像的灰度化并进一步用于视频监视控，Gabor小波变换与PCA的人脸识别代码。- Using matlab to calculate the Mahalanobis distance for the image, Achieve a grayscale image and further control for video surveillance, Gabor wavelet transform and PCA face recognition code. Platform: |
Size: 5120 |
Author:武勇石 |
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