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Automated image splicing detection using deep CNN-learned features and ANN-based classifier

Signal, image and video processing, 2021-10, Vol.15 (7), p.1601-1608

2021

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Deep siamese network for limited labels classification in source camera identification

Multimedia tools and applications, 2020-10, Vol.79 (37-38), p.28079-28104

2020

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Deep Learning-based forgery detection and localization for compressed images using a hybrid optimization model

Multimedia systems, 2024-06, Vol.30 (3), Article 128

2024

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Deep learning approach for segmentation of plain carbon steel microstructure images

IET image processing, 2019-07, Vol.13 (9), p.1516-1524

2019

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Less is more: A minimalist approach to robust GAN-generated face detection

Pattern recognition letters, 2024-03, Vol.179, p.185-191

2024

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Digital Image Forensics: Theory and Implementation

1st ed. 2020., 2019

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Image splicing detection using low-dimensional feature vector of texture features and Haralick features based on Gray Level Co-occurrence Matrix

Signal processing. Image communication, 2024-07, Vol.125, p.117134, Article 117134

2024

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Role of human physiology and facial biomechanics towards building robust deepfake detectors: A comprehensive survey and analysis

Computer science review, 2024-11, Vol.54, p.100677, Article 100677

2024

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A deep learning model for depression detection based on MFCC and CNN generated spectrogram features

Biomedical signal processing and control, 2024-04, Vol.90, p.105898, Article 105898

2024

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Region duplication detection in digital images based on Centroid Linkage Clustering of key–points and graph similarity matching

Multimedia tools and applications, 2019-05, Vol.78 (10), p.13819-13840

2019

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Review, analysis and parameterisation of techniques for copy–move forgery detection in digital images

IET image processing, 2017-09, Vol.11 (9), p.746-759

2017

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Copy–move forgery detection utilizing Fourier–Mellin transform log-polar features

Journal of electronic imaging, 2018-03, Vol.27 (2), p.1

2018

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Image splicing detection with principal component analysis generated low-dimensional homogeneous feature set based on local binary pattern and support vector machine

Multimedia tools and applications, 2023-07, Vol.82 (17), p.25847-25864

2023

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Detection and localization of inter-frame video forgeries based on inconsistency in correlation distribution between Haralick coded frames

Multimedia tools and applications, 2019-02, Vol.78 (4), p.4905-4935

2019

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Detection and localization of inter-frame forgeries in videos based on macroblock variation and motion vector analysis

Computers & electrical engineering, 2021-01, Vol.89, p.106929, Article 106929

2021

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Eliminating the effects of illumination condition in feature based camera model identification

Journal of visual communication and image representation, 2018-04, Vol.52, p.24-32

2018

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Blur-invariant copy-move forgery detection technique with improved detection accuracy utilising SWT-SVD

IET image processing, 2017, Vol.11 (5), p.301-309

2017

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GAN and DM Generated Synthetic Image Detection in the Age of Misinformation

Applied Cryptography and Network Security Workshops, 2024, p.225-229

2024

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Double and triple compression-based forgery detection in JPEG images using deep convolutional neural network

Journal of electronic imaging, 2020-03, Vol.29 (2), p.1

2020

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A Robust Residual Dense Neural Network For Countering Antiforensic Attack on Median Filtered Images

IEEE signal processing letters, 2019-08, Vol.26 (8), p.1132-1136

2019

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STN-Net: A Robust GAN-Generated Face Detector

Information Systems Security, 2023, Vol.14424, p.141-158

2023

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Object-based forgery detection in surveillance video using capsule network

Journal of ambient intelligence and humanized computing, 2023-04, Vol.14 (4), p.3781-3791

2023

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Exponential linear unit dilated residual network for digital image denoising

Journal of electronic imaging, 2018-09, Vol.27 (5), p.1

2018

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Generative Adversarial Networks for Noise Removal in Plain Carbon Steel Microstructure Images

IEEE sensors letters, 2022-03, Vol.6 (3), p.1-4

2022

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Computer vision approach for phase identification from steel microstructure

Engineering computations, 2019-08, Vol.36 (6), p.1913-1933

2019

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Automated image splicing detection using deep CNN-learned features and ANN-based classifier

Deep siamese network for limited labels classification in source camera identification

Deep Learning-based forgery detection and localization for compressed images using a hybrid optimization model

Deep learning approach for segmentation of plain carbon steel microstructure images

Less is more: A minimalist approach to robust GAN-generated face detection

Digital Image Forensics: Theory and Implementation

Image splicing detection using low-dimensional feature vector of texture features and Haralick features based on Gray Level Co-occurrence Matrix

Role of human physiology and facial biomechanics towards building robust deepfake detectors: A comprehensive survey and analysis

A deep learning model for depression detection based on MFCC and CNN generated spectrogram features

Region duplication detection in digital images based on Centroid Linkage Clustering of key–points and graph similarity matching

Review, analysis and parameterisation of techniques for copy–move forgery detection in digital images

Copy–move forgery detection utilizing Fourier–Mellin transform log-polar features

Image splicing detection with principal component analysis generated low-dimensional homogeneous feature set based on local binary pattern and support vector machine

Detection and localization of inter-frame video forgeries based on inconsistency in correlation distribution between Haralick coded frames

Detection and localization of inter-frame forgeries in videos based on macroblock variation and motion vector analysis

Eliminating the effects of illumination condition in feature based camera model identification

Blur-invariant copy-move forgery detection technique with improved detection accuracy utilising SWT-SVD

GAN and DM Generated Synthetic Image Detection in the Age of Misinformation

Double and triple compression-based forgery detection in JPEG images using deep convolutional neural network

A Robust Residual Dense Neural Network For Countering Antiforensic Attack on Median Filtered Images

STN-Net: A Robust GAN-Generated Face Detector

Object-based forgery detection in surveillance video using capsule network

Exponential linear unit dilated residual network for digital image denoising

Generative Adversarial Networks for Noise Removal in Plain Carbon Steel Microstructure Images

Computer vision approach for phase identification from steel microstructure

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