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Features Analysis of RGB Color Image based on Wavelet Packet Information

Journal: International Journal of Computer Science and Mobile Computing - IJCSMC (Vol.9, No. 3)

Publication Date:

Authors : ; ; ; ;

Page : 149-156

Keywords : color image; WPT; reshaping; histogram; features; decomposition; approximation; details;

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RGB color images are very important and vital data types which are used in different computer applications such computer security systems which requires highly speed of image identification. Color images usually have a high resolution which leads to bigger sizes making the security system inefficient. To increase the image recognition system efficiency, color image must be replaced by a set of values; this set must be significantly small, unique and easy to process. In this research paper we will introduce a method based on wavelet packet tree to create a flexible, unique features for each color image, these features can be used later on as an identifier to recognize or retrieve the image, the proposed method will be implemented and the expected experimental results will be discussed and analyzed in order to raise some facts and recommendations concerning the proposed method.

Last modified: 2020-03-28 18:37:52