Author : R.Mangaleswari 1
Date of Publication :30th March 2018
Abstract: Image processing method is to perform some operations on image in order to extract some useful information for developing a digital system. Pattern recognition is one of the significant techniques in image processing. In this paper, recognition of face images based on feature extraction was implemented. The image was segmented into nose, eyes, mouth and face using Viola- Jones method. Each segmented part was analyzed using three methods 1.Gabor method with 0â—¦, 45â—¦, 90â—¦, 2. Local Binary Pattern method 3. Combination of both Gabor and Local Binary Pattern method. Statistical parameters like mean and Standard deviation are derived from the output image of Gabor and Local Binary Pattern. The result of statistical value is correlated with the statistical value derived from the query image using Euclidean Distance to retrieve the matched image. The combined method produces a better result than the individual method. Data set has been collected by capturing various Face images by a digital camera and stored in a database
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