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New OCR methods boost recognition for handwritten Bangla texts · 2 sources tracked

By PulseAugur Editorial · [2 sources] ·

Researchers have developed new methods for optical character recognition (OCR) specifically for handwritten Bangla texts. One study focuses on word recognition using deep learning models like SSD with MobileNetV2 and Faster R-CNN with InceptionResNetV2, achieving an F1-score of 92.61% with an ensemble model. The second study addresses color-independent word segmentation from transcribed Bangla passages, reporting a 91.20% F1-score and highlighting its applicability to smartphone-captured images. AI

IMPACT Advances OCR capabilities for under-resourced languages, potentially improving accessibility and data extraction.

RANK_REASON The cluster contains two arXiv papers detailing new research in OCR for Bangla texts.

Read on arXiv cs.CV →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

New OCR methods boost recognition for handwritten Bangla texts · 2 sources tracked

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2 / 100
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Research
The cluster contains two arXiv papers detailing new research in OCR for Bangla texts.
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2 independent sources
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paper, other
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COVERAGE [2]

  1. arXiv cs.CV TIER_1 English(EN) · Faias Satter, Sk. Md. Masudul Ahsan ·

    Open Vocabulary Word Recognition From Transcribed Bangla Texts

    arXiv:2610.01134v1 Announce Type: new Abstract: An optical character recognition (OCR) can scan a paper and extract text using technology, making people's jobs easier. While various OCR systems are available in the software industry, finding a reliable equivalent solution for Ban…

  2. arXiv cs.CV TIER_1 English(EN) · Faias Satter, Noor Masrur, Sk. Md. Masudul Ahsan ·

    Color Independent Word Segmentation From Transcribed Bangla Passages

    arXiv:2610.01191v1 Announce Type: new Abstract: An optical character recognition(OCR) system can scan paper and extract text, making people's jobs easier. While numerous OCR systems are accessible in the software sector, finding a dependable equivalent solution for Bangla is toug…

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