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Detection of copy-move forgery in an image with CMDF methods. (SIFT, SURF, AKAZE, RANSAC)

License: GNU General Public License v3.0

Python 100.00%
sift akaze surf ransac computer-vision forgery-detection image-processing image-forensics opencv knnmatch

copy_move_forgery_detection's Introduction

Copy Move Forgery Detection

Detection of copy-move forgery in an image.

In this project, SIFT, SURF and AKAZE methods are used for key point detection. Ransac algorithm ise used to remove wrong matches.

Results

Binary Matched Results

  • Cat

alt text

  • Money

alt text

  • Duck

alt text

Triple Matched Results

  • Duck

alt text

Rotated Copy Example

  • Tree and Lake

alt text

Camouflaged Image Example

  • Tea Plantation

alt text

copy_move_forgery_detection's People

Contributors

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copy_move_forgery_detection's Issues

RANSAC is not in the list?

Hello @cantugba thank you for this open-source contribution I am testing your GUI-based application where the last algorithm RANSAC is not working/not yet implemented; please share if it's available or update me on where should add the code? as I also seeking to add AHC (Agglomerative hierarchical Clustering) as well in the option.

Line has only blue color not Red, Green and Blue

Hello cantugba,
The code you provide is working fine just adding few things. I tried the code and it's not printing the lines on image in Red, Green or in Red when I try it it still print in only Blue color?
Any susggestion/help?
Thank you

python crashes on startup

Tried to install all modules and adjusted the path to something existing in #161 and #175 of
root.filename = filedialog.asksaveasfilename(initialdir="~/PycharmProjects/Bitirme/Test-Images"
but python keeps crashing when clicking on the open action

Bildschirmfoto 2021-11-25 um 09 46 31

Any idea?

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