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Egorova et al., 2009 - Google Patents

An Improvement of face detection algorithm for color photos

Egorova et al., 2009

View PDF
Document ID
13164901952613408281
Author
Egorova M
Murynin A
Safonov I
Publication year
Publication venue
Pattern Recognition and Image Analysis

External Links

Snippet

The problem of automatic detection of regions of interest (ROI) on color photos is considered. The efficiency of Viola-Jones face detector implemented in Intel OpenCV library is analyzed. The image size dependence of the algorithm characteristics is studied. It is …
Continue reading at www.academia.edu (PDF) (other versions)

Classifications

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    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00268Feature extraction; Face representation
    • G06K9/00281Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
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    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00228Detection; Localisation; Normalisation
    • G06K9/00234Detection; Localisation; Normalisation using pixel segmentation or colour matching
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    • G06K9/00248Detection; Localisation; Normalisation using facial parts and geometric relationships
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    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
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    • G06K9/00275Holistic features and representations, i.e. based on the facial image taken as a whole
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    • G06F17/30799Information retrieval; Database structures therefor; File system structures therefor of video data using features automatically derived from the video content, e.g. descriptors, fingerprints, signatures, genre using low-level visual features of the video content

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