iRoCS Toolbox  1.1.0
DefaultKernelList.hh
Go to the documentation of this file.
1 /**************************************************************************
2  *
3  * Copyright (C) 2004-2015 Olaf Ronneberger, Florian Pigorsch, Jörg Mechnich,
4  * Thorsten Falk
5  *
6  * Image Analysis Lab, University of Freiburg, Germany
7  *
8  * This program is free software; you can redistribute it and/or modify
9  * it under the terms of the GNU General Public License as published by
10  * the Free Software Foundation; either version 3 of the License, or
11  * (at your option) any later version.
12  *
13  * This program is distributed in the hope that it will be useful,
14  * but WITHOUT ANY WARRANTY; without even the implied warranty of
15  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
16  * GNU General Public License for more details.
17  *
18  * You should have received a copy of the GNU General Public License
19  * along with this program; if not, write to the Free Software Foundation,
20  * Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
21  *
22  **************************************************************************/
23 
24 /**************************************************************************
25 ** Title:
26 ** $RCSfile$
27 ** $Revision: 797 $$Name$
28 ** $Date: 2006-01-25 09:53:51 +0100 (Wed, 25 Jan 2006) $
29 ** Copyright: GPL $Author: fehr $
30 ** Description:
31 **
32 **
33 **
34 **-------------------------------------------------------------------------
35 **
36 ** $Log$
37 ** Revision 1.4 2006/01/25 08:53:51 fehr
38 ** added HistIntersect to Kmatrix Kernels and new BasicSVMAdapter interface to TwoClassModels
39 **
40 ** Revision 1.3 2005/09/15 14:21:18 fehr
41 ** histogramm intersection kernel added
42 **
43 ** Revision 1.2 2004/09/03 07:06:59 ronneber
44 ** - Added Kernel_SCALE for feature vector scaling
45 **
46 ** Revision 1.1 2004/08/26 08:36:58 ronneber
47 ** initital import
48 **
49 **
50 **
51 **************************************************************************/
52 #ifndef DEFAULTKERNELLIST_HH
53 #define DEFAULTKERNELLIST_HH
54 
55 #ifdef HAVE_CONFIG_H
56 #include <config.hh>
57 #endif
58 
59 #include "TList.hh"
60 #include "Kernel_LINEAR.hh"
61 #include "Kernel_RBF.hh"
62 #include "Kernel_POLY.hh"
63 #include "Kernel_SIGMOID.hh"
64 #include "Kernel_MATRIX.hh"
65 #include "Kernel_SCALE.hh"
66 #include "Kernel_HISTINTERSECT.hh"
67 
68 namespace svt
69 {
70  /*-------------------------------------------------------------------------
71  * specify kernel functions
72  *-------------------------------------------------------------------------*/
73  typedef TLIST_15(
88  svt::Kernel_HISTINTERSECT) DefaultKernelList;
89 
90 }
91 
92 #endif
The Kernel_SIGMOID class specifies a sigmoid kernel function: tanh(gamma*u&#39;*v + coef0) ...
The Kernel_RBF class specifies a radial basis function kernel exp(-gamma*|u-v|^2) ...
Definition: Kernel_RBF.hh:118
The Kernel_HISTINTERSECT class specifies a HISTINTERSECT kernel function: min(u&#39;(i),v(i))
The Kernel_SCALE class provides a wrapper for other kernel classes , that scales the feature vectors...
The Kernel_LINEAR class specifies a linear kernel function: u&#39;*v.
typedef TLIST_15(svt::Kernel_MATRIX< svt::Kernel_RBF >, svt::Kernel_MATRIX< svt::Kernel_LINEAR >, svt::Kernel_MATRIX< svt::Kernel_POLY >, svt::Kernel_MATRIX< svt::Kernel_SIGMOID >, svt::Kernel_MATRIX< svt::Kernel_HISTINTERSECT >, svt::Kernel_MATRIX< svt::Kernel_SCALE< svt::Kernel_RBF > >, svt::Kernel_MATRIX< svt::Kernel_SCALE< svt::Kernel_LINEAR > >, svt::Kernel_MATRIX< svt::Kernel_SCALE< svt::Kernel_POLY > >, svt::Kernel_MATRIX< svt::Kernel_SCALE< svt::Kernel_SIGMOID > >, svt::Kernel_MATRIX< svt::Kernel_SCALE< svt::Kernel_HISTINTERSECT > >, svt::Kernel_RBF, svt::Kernel_LINEAR, svt::Kernel_POLY, svt::Kernel_SIGMOID, svt::Kernel_HISTINTERSECT) DefaultKernelList
The Kernel_POLY class specifies a polynomial kernel function: (gamma*u&#39;*v + coef0)^degree.
Definition: Kernel_POLY.hh:115