mirror of https://github.com/davisking/dlib.git
updated docs with recent additions
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Davis King
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@ -104,6 +104,7 @@
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<item>running_covariance</item>
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<item>random_subset_selector</item>
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<item>randomly_subsample</item>
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<item>randomly_sample_image_features</item>
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</section>
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@ -113,6 +114,8 @@
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<item>crc32</item>
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<item>hash</item>
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<item>murmur_hash3</item>
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<item>projection_hash</item>
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<item>create_random_projection_hash</item>
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</section>
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</top>
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</menu>
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@ -202,6 +205,33 @@
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>projection_hash</name>
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<file>dlib/lsh.h</file>
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<spec_file>dlib/lsh/projection_hash_abstract.h</spec_file>
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<description>
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This is a tool for hashing elements of a vector space into the integers.
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It is intended to represent locality sensitive hashing functions such as
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the popular <a href="#create_random_projection_hash">random projection hashing</a> method.
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</description>
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>create_random_projection_hash</name>
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<file>dlib/lsh.h</file>
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<spec_file>dlib/lsh/create_random_projection_hash_abstract.h</spec_file>
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<description>
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Creates a random projection based locality sensitive
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<a href="#projection_hash">hashing function</a>.
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</description>
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</component>
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<!-- ************************************************************************* -->
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<component>
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@ -427,6 +457,20 @@
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>randomly_sample_image_features</name>
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<file>dlib/statistics.h</file>
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<spec_file link="true">dlib/statistics/image_feature_sampling_abstract.h</spec_file>
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<description>
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Given a feature extractor such as the <a href="imaging.html#hog_image">hog_image</a>,
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this routine selects a random subsample of local image feature vectors
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from a set of images.
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</description>
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</component>
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<!-- ************************************************************************* -->
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<component>
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@ -84,12 +84,16 @@
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<item>scan_image_pyramid</item>
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<item>test_box_overlap</item>
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<item nolink="true">
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<name>Detection_Templates</name>
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<name>Scan Image Pyramid Tools</name>
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<sub>
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<item>compute_box_dimensions</item>
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<item>create_single_box_detection_template</item>
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<item>create_overlapped_2x2_detection_template</item>
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<item>create_grid_detection_template</item>
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<item>determine_object_boxes</item>
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<item>setup_grid_detection_templates</item>
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<item>setup_hashed_features</item>
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</sub>
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</item>
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</section>
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@ -1322,6 +1326,59 @@
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>determine_object_boxes</name>
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<file>dlib/image_processing.h</file>
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<spec_file link="true">dlib/image_processing/scan_image_pyramid_tools_abstract.h</spec_file>
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<description>
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The <a href="#scan_image_pyramid">scan_image_pyramid</a> object represents a sliding
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window classifier system. For it to work correctly it needs to be given a set of
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object boxes which define the size and shape of each sliding window and these windows
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need to be able to match the sizes and shapes of targets the user wishes to detect.
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Therefore, the determine_object_boxes() routine is a tool for computing a set of object boxes
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which can meet this requirement.
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</description>
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>setup_grid_detection_templates</name>
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<file>dlib/image_processing.h</file>
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<spec_file link="true">dlib/image_processing/scan_image_pyramid_tools_abstract.h</spec_file>
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<description>
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This routine uses <a href="#determine_object_boxes">determine_object_boxes</a> to obtain a set of
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object boxes and then adds them to a <a href="#scan_image_pyramid">scan_image_pyramid</a> object
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as detection templates. It also uses <a href="#create_grid_detection_template">create_grid_detection_template</a>
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to create each feature extraction region. Therefore, the detection templates will extract
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features from a regular grid inside each object box.
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</description>
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<examples>
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<example>object_detector_ex.cpp.html</example>
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</examples>
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>setup_hashed_features</name>
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<file>dlib/image_processing.h</file>
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<spec_file link="true">dlib/image_processing/scan_image_pyramid_tools_abstract.h</spec_file>
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<description>
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This is a tool for configuring the <a href="#hashed_feature_image">hashed_feature_image</a> object
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with a random <a href="algorithms.html#projection_hash">projection hash</a>.
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</description>
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<examples>
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<example>object_detector_ex.cpp.html</example>
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</examples>
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</component>
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<!-- ************************************************************************* -->
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</components>
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@ -9,7 +9,6 @@
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<body>
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<term_list>
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<!-- ************* DLIB-ML STUFF **************** -->
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<term file="dlib/rand/rand_float_abstract.h.html" name="get_random_float"/>
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<term link="compile.html" name="DLIB_REVISION"/>
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@ -112,6 +111,9 @@
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<term file="bayes.html" name="node_next_parent_assignment"/>
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<term file="bayes.html" name="node_cpt_filled_out"/>
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<term file="algorithms.html" name="projection_hash"/>
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<term file="algorithms.html" name="create_random_projection_hash"/>
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<term file="algorithms.html" name="randomly_sample_image_features"/>
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<term file="algorithms.html" name="disjoint_subsets"/>
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<term link="algorithms.html#disjoint_subsets" name="union-find"/>
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<term file="algorithms.html" name="rectangle"/>
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@ -554,9 +556,6 @@
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<term link="intro.html#Creating Objects" name="debugging modes: enable/disable"/>
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<!-- ******************************************** -->
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<!-- ************* GENERAL STUFF **************** -->
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<!-- ******************************************** -->
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<term file="other.html" name="console_progress_indicator"/>
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@ -1050,8 +1049,13 @@
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<term file="imaging.html" name="create_single_box_detection_template"/>
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<term file="imaging.html" name="create_overlapped_2x2_detection_template"/>
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<term file="imaging.html" name="create_grid_detection_template"/>
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<term file="imaging.html" name="determine_object_boxes"/>
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<term file="imaging.html" name="setup_grid_detection_templates"/>
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<term file="imaging.html" name="setup_hashed_features"/>
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<term file="dlib/image_processing/scan_image_abstract.h.html" name="all_images_same_size"/>
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<term file="dlib/image_processing/scan_image_abstract.h.html" name="sum_of_rects_in_images"/>
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<term file="dlib/image_processing/box_overlap_testing_abstract.h.html" name="find_tight_overlap_tester"/>
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<term file="dlib/image_processing/scan_image_pyramid_tools_abstract.h.html" name="image_hash_construction_failure"/>
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