期刊论文

Yang, Gaobo(yanggaobo@hnu.edu.cn)

英文

Computer Vision and Image Understanding

1077-3142

2023

226

103587

10.1016/j.cviu.2022.103587

CRediT authorship contribution statement Zhiqing Guo: Conceptualization, Methodology, Software, Validation, Writing – original draft. Gaobo Yang: Resources, Supervision, acquisition, Writing – review & editing. Dewang Wang: Data curation, Investigation. Dengyong Zhang: Writing – review & editing.

本校为其他机构

For fake face image detection, most existing detectors exploit local artifacts, ignoring the mining of structured forgery clues existed in global images, which greatly constrains detection performance. In this work, we verify the importance of structured forgery clues for fake face image detection, and present a new data augmentation framework called Mining Structured Features (MSF) to promote the convolutional neural network (CNN) based detector. Specifically, MSF generates a position-sensitive artifact map, which is exploited to divide a cand...