Deep learning-based text recognition of agricultural regulatory document

• Main Authors: FWA, Hua Leong, CHAN, Farn Haur
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Deep learning; Text detection; Optical character recognition; Regulatory document; Artificial Intelligence and Robotics; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/7334; https://ink.library.smu.edu.sg/context/sis_research/article/8337/viewcontent/OCR_agricultural_reg_doc_ICCCI.pdf
• Institution: Singapore Management University

In this study, an OCR system based on deep learning techniques was deployed to digitize scanned agricultural regulatory documents comprising of certificates and labels. Recognition of the certificates and labels is challenging as they are scanned images of the hard copy form and the layout and size...