Training deep network models for accurate recognition of texts in scenes

• Main Author: Teo, Ren Jie
• Other Authors: Lu Shijian
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/138112
• Institution: Nanyang Technological University

Deep learning has seen a resurgence in the machine learning community in the past decade. Research on scene text detection and recognition using deep learning allows for more innovation in solving current issues. Current solutions treat text recognition as a category to be researched separately and...