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Progressive Reverse Attention Network for image inpainting detection and localization

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成果类型:
期刊论文
作者:
Shuai Liu;Jiyou Chen;Xiangling Ding;Gaobo Yang*
通讯作者:
Gaobo Yang
作者机构:
[Shuai Liu; Gaobo Yang] Hunan University, School of Computer Science and Electronic Engineering, Changsha, 410082, China
[Jiyou Chen] Hengyang Normal University, College of Computer Science and Technology, Hengyang, 210044, China
[Xiangling Ding] Hunan University of Science and Technology, School of Computer and Software Engineering, Xiangtan, 411201, China
通讯机构:
[Gaobo Yang] H
Hunan University, School of Computer Science and Electronic Engineering, Changsha, 410082, China
语种:
英文
期刊:
Computer Vision and Image Understanding
ISSN:
1077-3142
年:
2025
页码:
104407
机构署名:
本校为其他机构
院系归属:
计算机科学与技术学院
摘要:
Image inpainting is originally presented to restore damaged image areas, but it might be maliciously used for object removal that change image semantic content. This easily leads to serious public confidence crises. Up to present, image inpainting forensics works have achieved remarkable results, but they usually ignore or fail to capture subtle artifacts near object boundary, resulting in inaccurate object mask localization. To address this issue, we propose a Progressive Reverse Attention Network (PRA-Net) for image inpainting detection and localization. Different from the traditional convol...

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