Research on a Novel AI-Driven Optical Character Recognition Framework

Start year: 2024

Summary: This research aims to develop an AI-based OCR system that leverages machine learning and deep learning techniques to enhance the recognition of text in diverse, complex document formats. The ultimate goal is to create a framework that can handle the intricacies of multi-domain documents, including financial documents, educational certificates, and other fields requiring accurate and scalable OCR solutions. The research will be divided into three phases, each targeting a specific aspect of OCR development and application, and will conclude with three major expected outcomes that demonstrate the system's robustness, versatility, and practicality.

Acknowledgement of Country

UTS acknowledges the Gadigal people of the Eora Nation, the Boorooberongal people of the Dharug Nation, the Bidiagal people and the Gamaygal people, upon whose ancestral lands our university stands. We would also like to pay respect to the Elders both past and present, acknowledging them as the traditional custodians of knowledge for these lands.