Distortion model-based spectral augmentation for generalized recaptured document detection

• Main Authors: Chen, Changsheng, Li, Bokang, Cai, Rizhao, Zeng, Jishen, Huang, Jiwu
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering::Electrical and electronic engineering; Recapture Detection; Distortion Model
• Online Access: https://hdl.handle.net/10356/173279
• Institution: Nanyang Technological University

Document recapturing is a presentation attack that covers the forensic traces in the digital domain. Document presentation attack detection (DPAD) is an important step in the document authentication pipeline. Existing DPAD methods suffer from low generalization performance under the cross-domain sce...