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Sung et al., 1998 - Google Patents

Example-based learning for view-based human face detection

Sung et al., 1998

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Document ID
378992165711351148
Author
Sung K
Poggio T
Publication year
Publication venue
IEEE Transactions on pattern analysis and machine intelligence

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Snippet

We present an example-based learning approach for locating vertical frontal views of human faces in complex scenes. The technique models the distribution of human face patterns by means of a few view-based" face" and" nonface" model clusters. At each image location, a …
Continue reading at dspace.mit.edu (PDF) (other versions)

Classifications

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    • G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00268—Feature extraction; Face representation
    • G06K9/00281—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
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