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Made the randomly_sample_image_features() routine a little more general.

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Also improved its spec.
This commit is contained in:
Davis King 2011-12-26 12:33:42 -05:00
parent 06dc489cc5
commit ffa0ae4cfb
2 changed files with 21 additions and 7 deletions
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27
dlib/statistics/image_feature_sampling.h
View File

@ -5,7 +5,6 @@
#include "image_feature_sampling_abstract.h"
#include "../statistics.h"
#include "../image_transforms.h"
namespace dlib
{
@ -34,11 +33,17 @@ namespace dlib
for (unsigned long i = 0; i < images.size(); ++i)
{
assign_image(temp_img, images[i]);
while (temp_img.nr() > 10 && temp_img.nc() > 10)
bool at_pyramid_top = true;
while (true)
{
fe.load(temp_img);
if (at_pyramid_top)
fe.load(images[i]);
else
fe.load(temp_img);
if (fe.size() == 0)
break;
for (long r = 0; r < fe.nr(); ++r)
{
for (long c = 0; c < fe.nc(); ++c)
@ -54,8 +59,16 @@ namespace dlib
}
}
pyr(temp_img, temp_img2);
temp_img2.swap(temp_img);
if (at_pyramid_top)
{
at_pyramid_top = false;
pyr(images[i], temp_img);
}
else
{
pyr(temp_img, temp_img2);
swap(temp_img2,temp_img);
}
}
}
return basis;

1
dlib/statistics/image_feature_sampling_abstract.h
View File

@ -29,6 +29,7 @@ namespace dlib
dlib::hog_image
- image_array_type == an implementation of dlib/array/array_kernel_abstract.h
and it must contain image objects which can be passed to pyr() and fe.load()
and are swappable by global swap().
ensures
- creates an image pyramid for each image in images and performs feature
extraction on each pyramid level. Then selects a random subsample of at