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.

Metadata

publication

Document Analysis and Recognition–ICDAR 2021: 16th International Conference …, 2021

year

2021

publication date

2021

authors

Huaigu Cao, Wael AbdAlmageed

link

https://link.springer.com/chapter/10.1007/978-3-030-86334-0_24

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