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Essay

Face Detection Using Quantized Skin Color

Essay specific features

 

Issue:

Technology

 

Written by:

Otis W

 

Date added:

December 19, 2012

 

Level:

University

 

Grade:

B

 

No of pages / words:

36 / 9918

 

Was viewed:

4136 times

 

Rating of current essay:

 
Essay content:

A merging stage is then iteratively performed on the set of homogeneous skin color regions in the color quantized image, in order to provide a set of potential face areas. Constraints related to shape and size of faces are applied, and face intensity texture is analyzed by performing a wavelet packet decomposition on each face area candidate in order to detect human faces...
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The wavelet coefficients of the band filtered images characterize the face texture and a set of simple statistical deviations is extracted in order to form compact and meaningful feature vectors. Then, an efficient and reliable probabilistic metric derived from the Bhattacharrya distance is used in order to classify the extracted feature vectors into face or nonface areas, using some prototype face area vectors, acquired in a previous training stage...
displayed 300 characters

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