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العنوان
Image Forensic Detection for Communication
Applications /
المؤلف
ALAZRAK, FATEN MAHER MOHAMMED.
هيئة الاعداد
مشرف / فاتن ماهر محمد الأزرق
مشرف / معوض إبراهيم دسوقى
مشرف / ابوالعلا عفيفي حسنين
مشرف / عبد العزيز ابراهيم محمود حسنين
الموضوع
Image processing. Digital image processing.
تاريخ النشر
2019.
عدد الصفحات
95 p. :
اللغة
الإنجليزية
الدرجة
ماجستير
التخصص
الهندسة الكهربائية والالكترونية
تاريخ الإجازة
7/11/2019
مكان الإجازة
جامعة المنوفية - كلية الهندسة الإلكترونية - قسم هندسة الالكترونيات والاتصالات الكهربية
الفهرس
Only 14 pages are availabe for public view

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from 117

Abstract

This thesis is concerned with a new branch in image authentication, which is Copy-Move
forgery detection. The problem of image tampering has spread in the last decade due to the
advances in digital image processing tools. This led to different types of image tampering.
Of such types is the image Copy-Move forgery, which depends on copying certain parts or
objects of images and pasting them in other positions in the same images. This action leads
to the creation of fake versions of images. The objective of this thesis is to present efficient
techniques for Copy-Move forgery detection. Two techniques are presented for this
propose. The first one depends on trigonometric and wavelet transforms with automatic
classifications tools. Simulation results of this technique with different alternatives reveal
high success rates of Copy-Move forgery detection. In the second technique, the Speeded
Up Robust Features (SURF) transform is used for Copy-Move forgery detection. It depends
on estimating the feature points of image blocks and taking the number of matched keypoints between each block and those of its complementary image. A correlation matrix is
estimated for the number of matched points between blocks. The Singular Value
Decomposition (SVD) of this correlation matrix is estimated and the singular values are
used for classification of forgery or not. High classification rates have been obtained with
this technique.