Optimizing OCR Performance for Programming Videos: The Role of Image Super-Resolution and Large Language Models

Optimizing OCR Performance for Programming Videos: The Role of Image Super-Resolution and Large Language Models

The rapid evolution of video programming tutorials as a key educational resource has highlighted the need for effective code extraction methods. These tutorials, varying widely in video quality, present a challenge for accurately transcribing the embedded source code, crucial for learning and softwa...

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Bibliographic Details
Main Authors: Mohammad D. Alahmadi, Moayad Alshangiti
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Mathematics
Subjects:
OCR (optical character recognition)
code extraction
programming screencasts
image quality
pre-processing techniques
postprocessing techniques
Online Access:https://www.mdpi.com/2227-7390/12/7/1036

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https://www.mdpi.com/2227-7390/12/7/1036

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