LKDL_Package

代码说明：

  该程序包是一种新的算法（LKDL），该算法是基于核的字典学习，能够很好的应用于离线字典学习的预处理阶段。(The work presented in this paper describes a new approach for incorporating kernels into dictionary learning，termed Linearized Kernel Dictionary Learning (LKDL)，can be seamlessly applied as a pre-processing stage on top of any efficient off-the-shelf dictionary learning scheme, effectively kernelizing it. )

文件列表：

LKDL
....\calc_kernel.m,1015,2016-04-05
....\calc_support.m,2143,2016-04-05
....\calc_virtual_map.m,1819,2016-04-05
....\classify_aux.m,5837,2016-04-06
....\classify_aux_batch.m,8235,2016-04-06
....\classify_main.asv,5680,2016-04-05
....\classify_main.m,6169,2016-04-05
....\create_enlarged_MNIST.m,4673,2016-04-05
....\create_FIGURE_1a.m,7280,2016-04-05
....\create_FIGURE_1b.m,4259,2016-04-05
....\create_FIGURE_2.m,6051,2016-04-05
....\create_FIGURE_3.m,4723,2016-04-05
....\create_FIGURE_4a.m,3822,2016-04-05
....\create_FIGURE_4b.m,4034,2016-03-27
....\databases
....\.........\AR.mat,10792919,2015-08-11
....\.........\MNIST.mat,30932008,2015-08-11
....\.........\USPS.mat,15112294,2015-08-11
....\.........\YaleB.mat,9356672,2015-08-11
....\DEMO_Batch_LKDL.m,2055,2016-04-06
....\dictlearn_mb_simple.m,15990,2016-02-01
....\Fastfood
....\........\demo.m,1371,2015-01-24
....\........\FastfoodForKernel.m,2481,2016-01-04
....\........\FastfoodPara.m,1578,2016-01-04
....\........\fwht_spiral.c,2050,2015-01-24
....\........\readme.txt,920,2015-01-24
....\fkmeans.m,7449,2015-08-14
....\gram.m,2493,2015-08-15
....\init_dictionary.m,3229,2016-04-05
....\KKSVD.m,2788,2016-04-05
....\KKSVD_classify.m,2137,2016-04-05
....\KKSVD_train.m,2957,2016-04-05
....\Knorms.m,272,2015-08-15
....\KOMP.m,805,2016-04-05
....\KSVDCoresetAlg.m,10726,2015-08-14
....\KSVD_classify.m,1620,2016-04-05
....\KSVD_train.m,2432,2016-04-06
....\lambdafun.m,5604,2015-11-15
....\LCKSVD
....\......\AR.mat,10792919,2015-08-11
....\......\classification.m,1716,2015-08-20
....\......\colnorms_squared_new.m,255,2015-08-20
....\......\DEMO_LCKSVD_LKDL_ARface.m,2436,2016-04-06
....\......\DEMO_LCKSVD_LKDL_YaleB.m,4518,2016-04-06
....\......\featurevectors.mat,9370164,2010-08-25
....\......\initialization4LCKSVD.m,3160,2015-08-20
....\......\ksvdbox
....\......\.......\Contents.m,1068,2015-08-20
....\......\.......\faq.txt,4348,2015-08-20
....\......\.......\images





....\......\.......\ksvd.m,19244,2015-08-20
....\......\.......\ksvddemo.m,1736,2015-08-20
....\......\.......\ksvddenoise.m,10724,2015-08-20
....\......\.......\ksvddenoisedemo.m,2415,2015-08-20
....\......\.......\ksvdver.m,13711,2015-08-20
....\......\.......\odct2dict.m,1057,2015-08-20
....\......\.......\odct3dict.m,1149,2015-08-20
....\......\.......\odctdict.m,452,2015-08-20
....\......\.......\odctndict.m,1459,2015-08-20
....\......\.......\ompdenoise.m,10423,2015-08-20
....\......\.......\ompdenoise1.m,4084,2015-08-20
....\......\.......\ompdenoise2.m,4059,2015-08-20
....\......\.......\ompdenoise3.m,4229,2015-08-20
....\......\.......\private
....\......\.......\.......\addtocols.c,1915,2015-08-20
....\......\.......\.......\addtocols.m,303,2015-08-20
....\......\.......\.......\addtocols.mexw64,8192,2015-08-20
....\......\.......\.......\add_dc.m,830,2015-08-20
....\......\.......\.......\col2imstep.c,3924,2015-08-20
....\......\.......\.......\col2imstep.m,1001,2015-08-20
....\......\.......\.......\col2imstep.mexw64,9728,2015-08-20
....\......\.......\.......\collincomb.c,4255,2015-08-20
....\......\.......\.......\collincomb.m,832,2015-08-20
....\......\.......\.......\collincomb.mexw64,10240,2015-08-20
....\......\.......\.......\countcover.m,1178,2015-08-20
....\......\.......\.......\dictdist.m,1839,2015-08-20
....\......\.......\.......\im2colstep.c,3388,2015-08-20
....\......\.......\.......\im2colstep.m,1341,2015-08-20
....\......\.......\.......\im2colstep.mexw64,9728,2015-08-20
....\......\.......\.......\imnormalize.m,477,2015-08-20
....\......\.......\.......\iswhole.m,470,2015-08-20
....\......\.......\.......\make.m,857,2015-08-20
....\......\.......\.......\mexutils.c,2219,2015-08-20
....\......\.......\.......\mexutils.h,3655,2015-08-20
....\......\.......\.......\normcols.m,346,2015-08-20
....\......\.......\.......\printf.m,693,2015-08-20
....\......\.......\.......\reggrid.m,4708,2015-08-20
....\......\.......\.......\remove_dc.m,1019,2015-08-20
....\......\.......\.......\rowlincomb.c,3442,2015-08-20
....\......\.......\.......\rowlincomb.m,835,2015-08-20
....\......\.......\.......\rowlincomb.mexw64,10240,2015-08-20
....\......\.......\.......\sampgrid.m,2003,2015-08-20
....\......\.......\.......\secs2hms.m,671,2015-08-20