30% off all books with the code: BOOKS
  • check 10+ million books
  • check New arrivals every day
  • check Trusted by 1M+ customers
  • check Great prices & discounts
  • check Shipping across Europe

Face Recognition Using Colour Statistics: Biometric Recognition - GHOLAMREZA ANBARJAFARI,Hasan Demirel

English
2010-03-24
€69.78 €99.68

-30% with code BOOKS

In stock at our supplier

Shipping in 10-16 days

30-day return policy

In this book, a new high performance face recognition system based on matching the colour pixel statistics is introduced. A pre-processing phase is introduced and applied to segment faces from the background. Furthermore, a dedicated image equalization method is introduced and implemented to minimize the illumination problems of the images for further processing. The histogram of the segmented face image as ... Full description

You May Also Like

Description

In this book, a new high performance face recognition system based on matching the colour pixel statistics is introduced. A pre-processing phase is introduced and applied to segment faces from the background. Furthermore, a dedicated image equalization method is introduced and implemented to minimize the illumination problems of the images for further processing. The histogram of the segmented face image as pixel statistics feature is used for face recognition by cross correlating the histogram of a given face and the histograms of faces in the database. Alternatively the probability distribution functions of the images in different colour channels, together with the Kullback-Leibler Divergence/Distance (KLD) metric is also used for the recognition of faces. Majority voting (MV) and feature vector fusion (FVF) methods is briefly introduced and applied to combine feature vectors obtained from different colour channels in HSI and YCbCr colour spaces to improve recognition performance.

More Information

Author GHOLAMREZA ANBARJAFARI, Hasan Demirel
Publisher VDM Verlag Dr. Müller
Release year 2010
Cover type Softcover
EAN 9783639247046
Write Your Own Review
You're reviewing: Face Recognition Using Colour Statistics: Biometric Recognition
Your Rating:

Goodreads Reviews

€69.78 €99.68