Key Challenges in OCR Research and Future Directions

This article examines the challenges faced during OCR research, including limited datasets, transcription difficulties, non-standard spacing, multi-column extraction issues, and the inability to recognize mathematical equations. It also outlines future directions, such as dataset expansion, post-processing for spacing alignment, improved handling of multi-column pages, and more accurate equation recognition.