文件列表:

block_pos.m (161, 2004-08-08)
bmu_pos.m (288, 2005-04-28)
distance_2_norm.m (1233, 2004-11-19)
face_dist_matrix_fast_BMU.m (1089, 2005-04-28)
face_fetch.m (657, 2005-04-29)
face_identify_kNN.m (1611, 2005-04-28)
face_map.m (709, 2005-04-28)
face_train.m (315, 2005-04-28)
PartiToBlocks.m (3504, 2005-04-26)
SOM_face_main.m (630, 2005-04-29)
feretfaces.mat (1440240, 2003-05-22)
SOMface_demo\block_pos.m (161, 2004-08-08)
SOMface_demo\bmu_pos.m (288, 2005-04-28)
SOMface_demo\distance_2_norm.m (1233, 2004-11-19)
SOMface_demo\face_dist_matrix_fast_BMU.m (1089, 2005-04-28)
SOMface_demo\face_fetch.m (657, 2005-04-29)
SOMface_demo\face_identify_kNN.m (1611, 2005-04-28)
SOMface_demo\face_map.m (709, 2005-04-28)
SOMface_demo\face_train.m (315, 2005-04-28)
SOMface_demo\feretfaces.mat (1440240, 2003-05-22)
SOMface_demo\PartiToBlocks.asv (3505, 2010-02-23)
SOMface_demo\PartiToBlocks.m (3504, 2005-04-26)
SOMface_demo\som_batchtrain.m (20584, 2002-10-01)
SOMface_demo\som_bmus.m (8495, 2002-10-01)
SOMface_demo\som_data_struct.m (6067, 2002-10-01)
SOMface_demo\SOM_face_main.m (630, 2005-04-29)
SOMface_demo\som_lininit.m (8310, 2002-10-01)
SOMface_demo\som_make.m (12629, 2002-10-01)
SOMface_demo\som_map_struct.m (9482, 2002-10-01)
SOMface_demo\som_quality.m (4930, 2002-10-01)
SOMface_demo\som_seqtrain.m (20925, 2002-10-01)
SOMface_demo\som_set.m (26243, 2002-10-01)
SOMface_demo\som_showforstudent.m (226, 2010-04-14)
SOMface_demo\som_topol_struct.m (9653, 2002-10-01)
SOMface_demo\som_train_struct.m (14146, 2002-10-01)
SOMface_demo\som_unit_coords.m (8082, 2002-10-01)
SOMface_demo\som_unit_dists.m (9215, 2002-10-01)
SOMface_demo\som_unit_neighs.m (5418, 2002-10-01)
... ...

Simple description of the files: 1.feretfaces.mat: a sample dataset details can be found at: http://cs.nju.edu.cn/people/zhouzh/zhouzh.files/publication/annex/singleface-datafile.htm 2.SOM_face_main.m: the main program of SOM-face 3.face_fetch.m: load the dataset and partition the faces 4.face_train.m: train the sub-blocks with SOM network 5.face_map.m: mapping the sub-block to its BMU. 6.face_dist_matrix_fast_BMU.m: calculate the pairwise distance between two sub-blocks in the SOM topological space. 7.face_identify_kNN.m: Recognition with soft k_NN. 8.PartiToBlocks.m: routine to perform partition 9.distance_2_norm.m:routine to calculate the L2 distance. 10.bmu_pos.m: routine to get the location of BMU in 2D space. 11.block_pos.m:sub-routine called by bmu_pos.m How to run? 1.download and install the SOMtoolbox from: http://www.cis.hut.fi/projects/somtoolbox/ 2. run SOM_face_main.m in Matlab. If any problem,pls contact : xiaoyang tan x.tan@nuaa.edu.cn For details of the algorithm, pls refer to the following paper: 1.X. Tan, S. Chen, Z.-H. Zhou, and F. Zhang. Recognizing partially occluded, expression variant faces from single training image per person with SOM and soft kNN ensemble. IEEE Transactions on Neural Networks, in press.

近期下载者：

相关文件：

评论：[我要评论] [举报此文件]

收藏者：