会议论文

Xia, ZH

英文

Communications in Computer and Information Science

1865-0929

2025

2354

111-122

42nd National Conference on Theoretical Computer Science

Communications in Computer and Information Science

JUL 19-21, 2024

Qingdao, PEOPLES R CHINA

[Pan, Wenyan] Nanjing Univ Informat Sci & Technol, Sch Comp Sci, Nanjing 210044, Peoples R China.^[Xia, Zhihua] Jinan Univ, Coll Cyber Secur, Guangzhou 510632, Peoples R China.^[Qin, Jiaohua] Cent South Univ Forestry & Technol, Coll Comp Sci & Informat Technol, Changsha 410004, Peoples R China.

Yin, Y Zhang, J Cai, Z

152 BEACH ROAD, #21-01/04 GATEWAY EAST, SINGAPORE, 189721, SINGAPORE

SPRINGER-VERLAG SINGAPORE PTE LTD

978-981-96-1489-9; 978-981-96-1490-5

10.1007/978-981-96-1490-5_9

本校为其他机构

The goal of Image Manipulation Detection (IMD) is to identify and locate manipulated regions within images. Recent approaches have primarily designed sophisticated neural networks to capture highf-requency information for IMD tasks. However, these methods often overemphasize high-frequency information while overlooking the important role of low-frequency information in IMD tasks. To address this issue, we propose a Triple-Branch Frequency-Aware Network (TFNet), which includes an Information Separation Module (ISM), a Main Steam Branch (MSB), a Low-Frequency Learning Branch (LFL), a High-Freque...