knn_bayes_pca_lda
所属分类：模式识别(视觉/语音等)
开发工具：matlab
文件大小：1180KB
下载次数：16
上传日期：2011-12-04 16:10:06
上 传 者：
xlwxdl
说明： 课程设计源代码，实现功能在文档内有介绍。内含knn、bayes识别及pca、lda进行特征提取多种算法，运行参照readme。
(The project source code.The realized function is introduced in the pdf document in the files including knn,bayes classification and pcd,lda feature extraction algorithms.Please read readme.txt before running the program.)
文件列表:
EE5907R_Project_I.pdf (149697, 2011-09-10)
knn_bayes_pca_lda (0, 2011-12-04)
knn_bayes_pca_lda\Source Code (0, 2011-12-04)
knn_bayes_pca_lda\Source Code\100Train (0, 2011-12-04)
knn_bayes_pca_lda\Source Code\100Train\1.mat (21024, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\10.mat (21015, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\11.mat (21025, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\12.mat (21017, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\13.mat (21031, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\14.mat (21017, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\15.mat (21032, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\16.mat (21025, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\17.mat (21025, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\18.mat (21013, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\19.mat (21031, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\2.mat (21012, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\20.mat (21037, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\21.mat (21025, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\22.mat (21017, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\23.mat (21031, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\24.mat (21017, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\25.mat (21032, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\26.mat (21025, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\27.mat (21025, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\28.mat (21013, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\29.mat (21031, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\3.mat (21021, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\30.mat (21037, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\31.mat (21020, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\32.mat (21031, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\33.mat (21019, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\34.mat (21021, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\35.mat (21012, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\36.mat (21022, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\37.mat (21020, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\38.mat (21030, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\39.mat (21015, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\4.mat (21028, 2007-04-08)
knn_bayes_pca_lda\Source Code\100Train\40.mat (21032, 2007-05-23)
knn_bayes_pca_lda\Source Code\100Train\41.mat (21029, 2007-05-23)
... ...
1.Add file PIE_32x32.mat under the Source Code file folder.
2.Open the file ImageClassify.m
3.If you want to run certain task of the project please Uncomment the correspinding section noted by % line and comment the rest sections.
A-B:Task2
B-C:Task3
C-D:Task4 K-NN with PCA
D-E:Task4 Bayes with PCA
E-F:Task4 K-NN with LDA
F- :Task4 Bayes with LDA
4.For K-NN,you can change the k and alter the distance method in knn_classifier.m
5.For PCA and LDA,you can change the threshold by changing thre_knn in ImageClassify.m
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