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updated docs
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@ -86,6 +86,7 @@
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<item>find_points_above_thresh</item>
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<item>scan_image_pyramid</item>
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<item>scan_image_boxes</item>
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<item>scan_fhog_pyramid</item>
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<item>scan_image_custom</item>
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<item>find_candidate_object_locations</item>
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<item>test_box_overlap</item>
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@ -1710,6 +1711,33 @@
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>scan_fhog_pyramid</name>
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<file>dlib/image_processing.h</file>
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<spec_file link="true">dlib/image_processing/scan_fhog_pyramid_abstract.h</spec_file>
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<description>
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This object is a tool for running a fixed sized sliding window classifier
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over an image pyramid. In particular, it slides a linear classifier over
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a HOG pyramid as discussed in the paper:
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<blockquote>
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Histograms of Oriented Gradients for Human Detection by Navneet Dalal
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and Bill Triggs, CVPR 2005
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</blockquote>
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However, we augment the method slightly to use the version of HOG features
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from:
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<blockquote>
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Object Detection with Discriminatively Trained Part Based Models by
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P. Felzenszwalb, R. Girshick, D. McAllester, D. Ramanan
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IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 32, No. 9, Sep. 2010
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</blockquote>
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Since these HOG features have been shown to give superior performance.
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</description>
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</component>
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<!-- ************************************************************************* -->
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<component>
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@ -1800,8 +1828,8 @@
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<description>
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This object is a tool for detecting the positions of objects in an image. In
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particular, it is a simple container to aggregate an instance of an image
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scanner object (either <a
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href="#scan_image_pyramid">scan_image_pyramid</a>, <a
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scanner object (either <a href="#scan_fhog_pyramid">scan_fhog_pyramid</a>,
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<a href="#scan_image_pyramid">scan_image_pyramid</a>, <a
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href="#scan_image_boxes">scan_image_boxes</a>, or
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<a href="#scan_image_custom">scan_image_custom</a>), the weight vector
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needed by one of these image scanners, and finally an instance of
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@ -1268,6 +1268,9 @@
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<term file="imaging.html" name="scan_image_movable_parts" include="dlib/image_processing.h"/>
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<term file="imaging.html" name="find_points_above_thresh" include="dlib/image_processing.h"/>
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<term file="dlib/image_processing/scan_fhog_pyramid_abstract.h.html" name="num_separable_filters" include="dlib/image_processing.h"/>
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<term file="imaging.html" name="scan_fhog_pyramid" include="dlib/image_processing.h"/>
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<term file="imaging.html" name="scan_image" include="dlib/image_processing.h"/>
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<term file="imaging.html" name="scan_image_pyramid" include="dlib/image_processing.h"/>
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<term file="imaging.html" name="scan_image_boxes" include="dlib/image_processing.h"/>
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