A Complete Workflow for Development of Bangla OCR
Farjana Yeasmin Omee, Shiam Shabbir Himel, Md. Abu Naser Bikas
TL;DR
This paper presents a comprehensive workflow outlining all necessary steps and algorithms for developing an accurate Bangla OCR, addressing previous shortcomings and aiming for error-free recognition.
Contribution
It provides a complete, detailed workflow with all algorithms needed for Bangla OCR development, filling gaps left by prior efforts.
Findings
Identified limitations of existing Bangla OCRs
Outlined a step-by-step development workflow
Proposed algorithms for each stage of OCR development
Abstract
Developing a Bangla OCR requires bunch of algorithm and methods. There were many effort went on for developing a Bangla OCR. But all of them failed to provide an error free Bangla OCR. Each of them has some lacking. We discussed about the problem scope of currently existing Bangla OCR's. In this paper, we present the basic steps required for developing a Bangla OCR and a complete workflow for development of a Bangla OCR with mentioning all the possible algorithms required.
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Taxonomy
TopicsHandwritten Text Recognition Techniques · Mathematics, Computing, and Information Processing · Algorithms and Data Compression