Training deep network models for accurate detection of texts in scenes

• Main Author: Lee, Chun Fei
• Other Authors: Lu Shijian
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/165885
• Institution: Nanyang Technological University

In the scene text detection field, recent deep neural network-based approaches have garnered significant attention due to their impressive results on various benchmark datasets, including ICDAR 2013 [52], ICDAR 2015 [34], and MSRA-TD500 [53]. However, several existing methods for scene text detectio...