CSC-Net: Cross-Color Spatial Co-Occurrence Matrix Network for Detecting Synthesized Fake Images

Recently, the generative adversarial networks (GANs) generated images have been spread over the social networks, which brings the new challenge in the community of media forensics. Although some reliable forensic tools have advanced the study of detecting GAN generated images, while the detection ac...

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Veröffentlicht in:	IEEE transactions on cognitive and developmental systems 2024-02, Vol.16 (1), p.369-379
Hauptverfasser:	Qiao, Tong, Chen, Yuxing, Zhou, Xiaofei, Shi, Ran, Shao, Hang, Shen, Kunye, Luo, Xiangyang
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks co-occurrence matrix Color Color channel analysis Correlation Detectors Feature extraction Forensic computing Generative adversarial networks generative adversarial networks (GANs) Image color analysis Image forensics Sensors Social networking (online) Social networks
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