FACE SKIN COLOR BASED RECOGNITION USING LOCAL SPECTRAL AND GRAY SCALE FEATURES

T.Anil Raju, B.Ajanta Reddy, N. Adinarayana

Abstract: Human face conveys more information about identity of person. Human face recognition is one of the most challenging problem and it can be used in many applications at different security places in airports, defense and banking sectors etc.In this work used colored features obtained from color segmentation because in real time scenario color provides the more information than gray scale image but it has a drawback. To overcome this drawback gray scale feature extracted from co-occurrence matrix of an image and for efficient face recognition of human Face under different illumination conditions spectral features can be extracted from face texture. These three feature vectors concatenated into a single feature vector and applied Lenc-Kral matching technique to measure similarity between the database and query image, the similarity is high then face is recognized

Keywords: Face recognition, illumination condition, local texture features, color segmentation

DOI: https://doi.org/10.15623/ijret.2015.0405014