METHOD AND APPARATUS FOR DETECTING CLASSIFIER HAVING TEXTURE INFORMATION OF FACE, METHOD AND APPARATUS FOR RECOGNIZING FACE USING STATISTICAL CHARACTER OF THE TEXTURE INFORMATION

摘要

The invention relates to the field of mode identification technique, especially a human face identification method based on statistical texture analysis, combined with human face identification, mode identification, image processing and statistical learning techniques. The invention advances a truly original texture analyzing method, firstly decomposing a to-be-analyzed object into plural overlapped subobjects, then adopting multiscale wavelet to make í‹structural elementíŒ analysis and extraction on the to-be-analyzed subobjects; adopts statistical means to make mode classification on each subobject, i.e. each subobject generates a weak classifier; and finally adopts Bayesian network to model the relation between weak classifiers.