coco
46 lines
1.7 KiB
C++
46 lines
1.7 KiB
C++
// Copyright (C) 2011 Davis E. King (davis@dlib.net)
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// License: Boost Software License See LICENSE.txt for the full license.
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#undef DLIB_IMAGE_FEATURE_SaMPLING_ABSTRACT_Hh_
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#ifdef DLIB_IMAGE_FEATURE_SaMPLING_ABSTRACT_Hh_
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#include "random_subset_selector_abstract.h"
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namespace dlib
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{
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// ----------------------------------------------------------------------------------------
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template <
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typename image_array_type,
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typename feature_extractor_type,
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typename pyramid_type
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>
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random_subset_selector<typename feature_extractor_type::descriptor_type> randomly_sample_image_features (
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const image_array_type& images,
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const pyramid_type& pyr,
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const feature_extractor_type& fe,
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unsigned long num
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);
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/*!
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requires
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- pyramid_type == a type compatible with the image pyramid objects defined
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in dlib/image_transforms/image_pyramid_abstract.h
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- feature_extractor_type == a local image feature extractor type such as the
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dlib::hog_image
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- image_array_type == an implementation of dlib/array/array_kernel_abstract.h
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and it must contain image objects which can be passed to pyr() and fe.load()
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and are swappable by global swap().
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ensures
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- creates an image pyramid for each image in images and performs feature
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extraction on each pyramid level. Then selects a random subsample of at
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most num local feature vectors and returns it.
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!*/
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// ----------------------------------------------------------------------------------------
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}
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#endif // DLIB_IMAGE_FEATURE_SaMPLING_ABSTRACT_Hh_
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