Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks

Weize Quan; Kai Wang; Dong‐Ming Yan; Xiaopeng Zhang

doi:10.1109/tifs.2018.2834147

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Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks

Weize Quan Kai Wang Dong‐Ming Yan Xiaopeng Zhang

Year: 2018 Journal: IEEE Transactions on Information Forensics and Security Vol: 13 (11)Pages: 2772-2787 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tifs.2018.2834147

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Abstract

International audience

Keywords:

Computer science Convolutional neural network Artificial intelligence Robustness (evolution) Pattern recognition (psychology) JPEG Visualization Image (mathematics) Computer vision

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117

Cited By

7.80

FWCI (Field Weighted Citation Impact)

Refs

0.97

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Digital Media Forensic Detection

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Generative Adversarial Networks and Image Synthesis

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Cell Image Analysis Techniques

Life Sciences → Biochemistry, Genetics and Molecular Biology → Biophysics

Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks

Abstract

Metrics

Citation History

Topics

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