Please use this identifier to cite or link to this item: https://scholarhub.balamand.edu.lb/handle/uob/3389
Title: An improved watermarking algorithm using variable block image features
Authors: Hanna, Patrick
Advisors: Dagher, Issam 
Subjects: Digital watermaking
Issue Date: 2015
Abstract: 
The ease in digital imaging has led to a decrease in image fidelity where illegal reproduction of multimedia information has become difficult to detect. The most challenging problem is to protect image copyright against illegal copies. Therefore a watermark detection process is required to verify the owner of the image. This paper proposes a blind watermarking algorithm. This algorithm is robust against noise and geometric attacks for grayscale images. Robust feature points are detected using the Harris Detector. In the embedding stage, sequences are placed into regions located around feature points. The sequences used are PN, Gold and decimal. In the extraction process, image features are re-allocated using the same detector. Each feature point is used as a center of an N x N region. This region is moved horizontally and vertically within its neighboring pixels. Each move should be registered in a matrix as a correlation value of this region with the initial sequence. This procedure is repeated for all feature points till we find all the watermarked regions. The maximum correlation obtained will determine the center of the watermarked region.
Description: 
Includes bibliographical references (p.35-36).

Supervised by Dr. Issam Dagher.
URI: https://scholarhub.balamand.edu.lb/handle/uob/3389
Rights: This object is protected by copyright, and is made available here for research and educational purposes. Permission to reuse, publish, or reproduce the object beyond the personal and educational use exceptions must be obtained from the copyright holder
Ezproxy URL: Link to full text
Type: Project
Appears in Collections:UOB Theses and Projects

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