Publications

Customizable Camera Verification for Media Forensic

Abstract

This paper presents our research work in camera verification. We expanded a convolutional network-based feature extraction/verification network to a multi-patch input and addressed the concerns over memory limitation and overfitting issue. We have also made careful consideration for custom model training and provided strong results showing promising potential for real-world application of detecting scene text repurposing.

Date
October 22, 2025
Authors
Huaigu Cao, Wael AbdAlmageed
Conference
Document Analysis and Recognition–ICDAR 2021: 16th International Conference, Lausanne, Switzerland, September 5–10, 2021, Proceedings, Part III 16
Pages
369-379
Publisher
Springer International Publishing