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<html><head><title>dlib C++ Library - function_objects.h</title></head><body bgcolor='white'><pre> |
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<font color='#009900'>// Copyright (C) 2010 Davis E. King ([email protected]) |
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</font><font color='#009900'>// License: Boost Software License See LICENSE.txt for the full license. |
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</font><font color='#0000FF'>#ifndef</font> DLIB_MR_FUNCTION_ObJECTS_Hh_ |
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<font color='#0000FF'>#define</font> DLIB_MR_FUNCTION_ObJECTS_Hh_ |
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<font color='#0000FF'>#include</font> "<a style='text-decoration:none' href='function_objects_abstract.h.html'>function_objects_abstract.h</a>" |
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<font color='#0000FF'>#include</font> "<a style='text-decoration:none' href='../matrix.h.html'>../matrix.h</a>" |
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<font color='#0000FF'>#include</font> "<a style='text-decoration:none' href='../svm/sparse_vector.h.html'>../svm/sparse_vector.h</a>" |
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<font color='#0000FF'>#include</font> <font color='#5555FF'><</font>cmath<font color='#5555FF'>></font> |
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<font color='#0000FF'>#include</font> <font color='#5555FF'><</font>limits<font color='#5555FF'>></font> |
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<font color='#0000FF'>namespace</font> dlib |
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<b>{</b> |
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<font color='#009900'>// ---------------------------------------------------------------------------------------- |
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</font> |
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<font color='#0000FF'>struct</font> <b><a name='squared_euclidean_distance'></a>squared_euclidean_distance</b> |
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<b>{</b> |
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<b><a name='squared_euclidean_distance'></a>squared_euclidean_distance</b> <font face='Lucida Console'>(</font> |
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<font face='Lucida Console'>)</font> : |
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lower<font face='Lucida Console'>(</font><font color='#979000'>0</font><font face='Lucida Console'>)</font>, |
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upper<font face='Lucida Console'>(</font>std::numeric_limits<font color='#5555FF'><</font><font color='#0000FF'><u>double</u></font><font color='#5555FF'>></font>::infinity<font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font> |
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<b>{</b><b>}</b> |
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<b><a name='squared_euclidean_distance'></a>squared_euclidean_distance</b> <font face='Lucida Console'>(</font> |
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<font color='#0000FF'>const</font> <font color='#0000FF'><u>double</u></font> l, |
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<font color='#0000FF'>const</font> <font color='#0000FF'><u>double</u></font> u |
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<font face='Lucida Console'>)</font> : |
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lower<font face='Lucida Console'>(</font>l<font face='Lucida Console'>)</font>, |
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upper<font face='Lucida Console'>(</font>u<font face='Lucida Console'>)</font> |
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<b>{</b><b>}</b> |
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<font color='#0000FF'>const</font> <font color='#0000FF'><u>double</u></font> lower; |
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<font color='#0000FF'>const</font> <font color='#0000FF'><u>double</u></font> upper; |
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<font color='#0000FF'>template</font> <font color='#5555FF'><</font><font color='#0000FF'>typename</font> sample_type<font color='#5555FF'>></font> |
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<font color='#0000FF'><u>double</u></font> <b><a name='operator'></a>operator</b><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font face='Lucida Console'>(</font> |
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<font color='#0000FF'>const</font> sample_type<font color='#5555FF'>&</font> a, |
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<font color='#0000FF'>const</font> sample_type<font color='#5555FF'>&</font> b |
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<font face='Lucida Console'>)</font> <font color='#0000FF'>const</font> |
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<b>{</b> |
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<font color='#0000FF'>const</font> <font color='#0000FF'><u>double</u></font> len <font color='#5555FF'>=</font> <font color='#BB00BB'>length_squared</font><font face='Lucida Console'>(</font>a<font color='#5555FF'>-</font>b<font face='Lucida Console'>)</font>; |
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<font color='#0000FF'>if</font> <font face='Lucida Console'>(</font>lower <font color='#5555FF'><</font><font color='#5555FF'>=</font> len <font color='#5555FF'>&</font><font color='#5555FF'>&</font> len <font color='#5555FF'><</font><font color='#5555FF'>=</font> upper<font face='Lucida Console'>)</font> |
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<font color='#0000FF'>return</font> len; |
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<font color='#0000FF'>else</font> |
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<font color='#0000FF'>return</font> std::numeric_limits<font color='#5555FF'><</font><font color='#0000FF'><u>double</u></font><font color='#5555FF'>></font>::<font color='#BB00BB'>infinity</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>; |
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<b>}</b> |
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<b>}</b>; |
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<font color='#009900'>// ---------------------------------------------------------------------------------------- |
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</font> |
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<font color='#0000FF'>struct</font> <b><a name='cosine_distance'></a>cosine_distance</b> |
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<b>{</b> |
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<font color='#0000FF'>template</font> <font color='#5555FF'><</font><font color='#0000FF'>typename</font> sample_type<font color='#5555FF'>></font> |
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<font color='#0000FF'><u>double</u></font> <b><a name='operator'></a>operator</b><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font face='Lucida Console'>(</font> |
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<font color='#0000FF'>const</font> sample_type<font color='#5555FF'>&</font> a, |
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<font color='#0000FF'>const</font> sample_type<font color='#5555FF'>&</font> b |
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<font face='Lucida Console'>)</font> <font color='#0000FF'>const</font> |
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<b>{</b> |
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<font color='#0000FF'>const</font> <font color='#0000FF'><u>double</u></font> temp <font color='#5555FF'>=</font> <font color='#BB00BB'>length</font><font face='Lucida Console'>(</font>a<font face='Lucida Console'>)</font><font color='#5555FF'>*</font><font color='#BB00BB'>length</font><font face='Lucida Console'>(</font>b<font face='Lucida Console'>)</font>; |
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<font color='#0000FF'>if</font> <font face='Lucida Console'>(</font>temp <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#979000'>0</font><font face='Lucida Console'>)</font> |
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<font color='#0000FF'>return</font> <font color='#979000'>0</font>; |
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<font color='#0000FF'>else</font> |
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<font color='#0000FF'>return</font> <font color='#979000'>1</font><font color='#5555FF'>-</font><font color='#BB00BB'>dot</font><font face='Lucida Console'>(</font>a,b<font face='Lucida Console'>)</font><font color='#5555FF'>/</font>temp; |
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<b>}</b> |
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<b>}</b>; |
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<font color='#009900'>// ---------------------------------------------------------------------------------------- |
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</font> |
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<font color='#0000FF'>struct</font> <b><a name='negative_dot_product_distance'></a>negative_dot_product_distance</b> |
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<b>{</b> |
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<font color='#0000FF'>template</font> <font color='#5555FF'><</font><font color='#0000FF'>typename</font> sample_type<font color='#5555FF'>></font> |
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<font color='#0000FF'><u>double</u></font> <b><a name='operator'></a>operator</b><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font face='Lucida Console'>(</font> |
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<font color='#0000FF'>const</font> sample_type<font color='#5555FF'>&</font> a, |
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<font color='#0000FF'>const</font> sample_type<font color='#5555FF'>&</font> b |
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<font face='Lucida Console'>)</font> <font color='#0000FF'>const</font> |
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<b>{</b> |
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<font color='#0000FF'>return</font> <font color='#5555FF'>-</font><font color='#BB00BB'>dot</font><font face='Lucida Console'>(</font>a,b<font face='Lucida Console'>)</font>; |
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<b>}</b> |
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<b>}</b>; |
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<font color='#009900'>// ---------------------------------------------------------------------------------------- |
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</font> |
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<font color='#0000FF'>struct</font> <b><a name='use_weights_of_one'></a>use_weights_of_one</b> |
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<b>{</b> |
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<font color='#0000FF'>template</font> <font color='#5555FF'><</font><font color='#0000FF'>typename</font> edge_type<font color='#5555FF'>></font> |
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<font color='#0000FF'><u>double</u></font> <b><a name='operator'></a>operator</b><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font face='Lucida Console'>(</font> |
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<font color='#0000FF'>const</font> edge_type<font color='#5555FF'>&</font> |
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<font face='Lucida Console'>)</font> <font color='#0000FF'>const</font> |
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<b>{</b> |
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<font color='#0000FF'>return</font> <font color='#979000'>1</font>; |
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<b>}</b> |
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<b>}</b>; |
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<font color='#009900'>// ---------------------------------------------------------------------------------------- |
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</font> |
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<font color='#0000FF'>struct</font> <b><a name='use_gaussian_weights'></a>use_gaussian_weights</b> |
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<b>{</b> |
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<b><a name='use_gaussian_weights'></a>use_gaussian_weights</b> <font face='Lucida Console'>(</font> |
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<font face='Lucida Console'>)</font> |
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<b>{</b> |
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gamma <font color='#5555FF'>=</font> <font color='#979000'>0.1</font>; |
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<b>}</b> |
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<b><a name='use_gaussian_weights'></a>use_gaussian_weights</b> <font face='Lucida Console'>(</font> |
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<font color='#0000FF'><u>double</u></font> g |
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<font face='Lucida Console'>)</font> |
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<b>{</b> |
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gamma <font color='#5555FF'>=</font> g; |
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<b>}</b> |
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<font color='#0000FF'><u>double</u></font> gamma; |
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<font color='#0000FF'>template</font> <font color='#5555FF'><</font><font color='#0000FF'>typename</font> edge_type<font color='#5555FF'>></font> |
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<font color='#0000FF'><u>double</u></font> <b><a name='operator'></a>operator</b><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font face='Lucida Console'>(</font> |
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<font color='#0000FF'>const</font> edge_type<font color='#5555FF'>&</font> e |
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<font face='Lucida Console'>)</font> <font color='#0000FF'>const</font> |
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<b>{</b> |
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<font color='#0000FF'>return</font> std::<font color='#BB00BB'>exp</font><font face='Lucida Console'>(</font><font color='#5555FF'>-</font>gamma<font color='#5555FF'>*</font>e.<font color='#BB00BB'>distance</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>; |
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<b>}</b> |
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<b>}</b>; |
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<font color='#009900'>// ---------------------------------------------------------------------------------------- |
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</font> |
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<b>}</b> |
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<font color='#0000FF'>#endif</font> <font color='#009900'>// DLIB_MR_FUNCTION_ObJECTS_Hh_ |
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</font> |
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</pre></body></html> |