Neural network based scene text recognition [US Patent US 2022/0237403 A1]

• Main Authors: ZHOU, Pan, TANG, Peng, XU, Ran, HOI, Steven Chu Hong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Software Engineering; Systems Architecture
• Online Access: https://ink.library.smu.edu.sg/sis_research/9808; https://ink.library.smu.edu.sg/context/sis_research/article/10808/viewcontent/2024_US_Patent_OCR.pdf
• Institution: Singapore Management University

A system uses a neural network based model to perform scene text recognition. The system achieves high accuracy of prediction of text from scenes based on a neural network architecture that uses double attention mechanism. The neural network based model includes a convolutional neural network compon...