資源簡介
基于稀疏編碼和線性塔式匹配的圖像分類算法。
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代碼片段和文件信息
%?This?is?an?example?code?for?running?the?ScSPM?algorithm?described?in?“Linear?
%?Spatial?Pyramid?Matching?using?Sparse?Coding?for?Image?Classification“?(CVPR‘09)
%
%?Written?by?Jianchao?Yang?@?IFP?UIUC
%?For?any?questions?please?email?to?jyang29@ifp.illinois.edu.
%?
%?Revised?May?2010?by?Jianchao?Yang
clear?all;
clc;
%%?set?path
addpath(‘large_scale_svm‘);
addpath(‘sift‘);
addpath(genpath(‘sparse_coding‘));
%%?parameter?setting
%?directory?setup
img_dir?=?‘image‘;??????????????????%?directory?for?dataset?images
data_dir?=?‘data‘;??????????????????%?directory?to?save?the?sift?features?of?the?chosen?dataset
dataSet?=?‘Caltech101‘;
%?sift?descriptor?extraction
skip_cal_sift?=?false;??????????????%?if?‘skip_cal_sift‘?is?false?set?the?following?parameter
gridSp
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???18031871??2009-09-28?16:56??ScSPM\dictionary\dict_Caltech101_1024.mat
?????文件???????4182??2009-04-07?02:23??ScSPM\large_scale_svm\lbfgs2.m
?????文件???????2098??2009-04-07?02:23??ScSPM\large_scale_svm\li2nsvm_grad.m
?????文件???????1732??2009-04-07?02:23??ScSPM\large_scale_svm\li2nsvm_lbfgs.m
?????文件????????321??2009-04-07?02:23??ScSPM\large_scale_svm\li2nsvm_multiclass_fwd.m
?????文件???????1367??2009-04-07?02:23??ScSPM\large_scale_svm\li2nsvm_multiclass_lbfgs.m
?????文件???????4373??2009-04-07?02:23??ScSPM\large_scale_svm\lineSearchWolfe.m
?????文件???????1051??2009-04-07?02:23??ScSPM\large_scale_svm\oneofc.m
?????文件???????1073??2009-04-07?02:23??ScSPM\large_scale_svm\oneofc_inv.m
?????文件???????2243??2009-04-07?02:23??ScSPM\large_scale_svm\regurgitate.m
?????文件???????4881??2010-08-11?21:12??ScSPM\main.m
?????文件????????650??2009-09-27?01:26??ScSPM\rand_sampling.m
?????文件???????1040??2010-05-13?02:42??ScSPM\README.dat
?????文件????1008653??2009-09-28?16:56??ScSPM\Results\reg_sc_b1024_20090927T235404.mat
?????文件???????1537??2009-04-07?02:24??ScSPM\retr_databa
?????文件???????2583??2010-05-09?00:00??ScSPM\sc_approx_pooling.m
?????文件???????2423??2010-05-08?19:01??ScSPM\sc_pooling.m
?????文件???????3758??2009-04-19?23:42??ScSPM\sift\CalculateSiftDesc
?????文件???????4187??2009-04-07?02:24??ScSPM\sift\sp_find_sift_grid.m
?????文件????????971??2009-09-27?02:20??ScSPM\sift\sp_normalize_sift.m
?????文件???????3030??2008-11-25?16:31??ScSPM\sparse_coding\feature_sign.m
?????文件????????321??2010-10-13?20:55??ScSPM\sparse_coding\getob
?????文件????????339??2009-09-27?12:37??ScSPM\sparse_coding\L1QP_FeatureSign_Set.m
?????文件???????1574??2009-09-23?23:06??ScSPM\sparse_coding\L1QP_FeatureSign_yang.m
?????文件???????2371??2009-03-05?20:00??ScSPM\sparse_coding\l2ls_learn_basis_dual.m
?????文件???????3259??2009-09-25?23:41??ScSPM\sparse_coding\reg_sparse_coding.m
?????文件???????1600??2009-03-23?18:58??ScSPM\sparse_coding\sc2\.svn\entries
?????文件??????????2??2009-03-05?20:00??ScSPM\sparse_coding\sc2\.svn\format
?????文件?????????53??2009-03-05?20:00??ScSPM\sparse_coding\sc2\.svn\prop-ba
?????文件?????????53??2009-03-05?20:00??ScSPM\sparse_coding\sc2\.svn\prop-ba
............此處省略75個文件信息
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