A Frequency Attention-Based Dual-Stream Network for Image Inpainting Forensics

A Frequency Attention-Based Dual-Stream Network for Image Inpainting Forensics

The rapid development of digital image inpainting technology is causing serious hidden danger to the security of multimedia information. In this paper, a deep network called frequency attention-based dual-stream network (FADS-Net) is proposed for locating the inpainting region. FADS-Net is establish...

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Bibliographic Details
Main Authors: Hongquan Wang, Xinshan Zhu, Chao Ren, Lan Zhang, Shugen Ma
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Mathematics
Subjects:
inpainting forensics
deep convolutional neural network
learning in frequency domain
dual-stream feature extraction
attention mechanism
Online Access:https://www.mdpi.com/2227-7390/11/12/2593

Internet

https://www.mdpi.com/2227-7390/11/12/2593

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