Improving Scene Text Recognition for Indian Languages with Transfer Learning and Font Diversity

Improving Scene Text Recognition for Indian Languages with Transfer Learning and Font Diversity

Reading Indian scene texts is complex due to the use of regional vocabulary, multiple fonts/scripts, and text size. This work investigates the significant differences in Indian and Latin Scene Text Recognition (STR) systems. Recent STR works rely on synthetic generators that involve diverse fonts to...

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Bibliographic Details
Main Authors: Sanjana Gunna, Rohit Saluja, Cheerakkuzhi Veluthemana Jawahar
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Journal of Imaging
Subjects:
scene text recognition
transfer learning
photo OCR
multi-lingual OCR
Indian languages
indic OCR
Online Access:https://www.mdpi.com/2313-433X/8/4/86

Internet

https://www.mdpi.com/2313-433X/8/4/86

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