General Image Manipulation Detection Using Feature Engineering and a Deep Feed-Forward Neural Network

General Image Manipulation Detection Using Feature Engineering and a Deep Feed-Forward Neural Network

Within digital forensics, a notable emphasis is placed on the detection of the application of fundamental image-editing operators, including but not limited to median filters, average filters, contrast enhancement, resampling, and various other operations closely associated with these techniques. Wh...

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Bibliographic Details
Main Authors: Sajjad Ahmed, Byungun Yoon, Sparsh Sharma, Saurabh Singh, Saiful Islam
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Mathematics
Subjects:
digital image forensics
multilayer perceptron
general-purpose image manipulation detection
operator detection
neural network
texture features
Online Access:https://www.mdpi.com/2227-7390/11/21/4537

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