Handwritten Indic Script Identification – A Multi-level Approach

2019 ◽  
pp. 109-123 ◽  
Author(s):  
Subhasmita Ghosh ◽  
Ashif Sheikh ◽  
Sk. Golam Sarowar Hossain ◽  
Sk. Md. Obaidullah ◽  
K. C. Santosh ◽  
...  
Keyword(s):  
Script Identification ◽  
Multi Level ◽  
Indic Script

Automatic Indic script identification from handwritten documents: page, block, line and word-level approach

2017 ◽  
Vol 10 (1) ◽  
pp. 87-106 ◽  
Author(s):  
Sk Md Obaidullah ◽  
K. C. Santosh ◽  
Chayan Halder ◽  
Nibaran Das ◽  
Kaushik Roy
Keyword(s):  
Handwritten Documents ◽  
Script Identification ◽  
Word Level ◽  
Indic Script

scholarly journals Deep Learning for Word-Level Handwritten Indic Script Identification

2021 ◽  
pp. 499-510
Author(s):  
Soumya Ukil ◽  
Swarnendu Ghosh ◽  
Sk Md Obaidullah ◽  
K. C. Santosh ◽  
Kaushik Roy ◽  
...  
Keyword(s):  
Deep Learning ◽  
Script Identification ◽  
Word Level ◽  
Indic Script

Handwritten Indic Script Identification in Multi-Script Document Images: A Survey

2018 ◽  
Vol 32 (10) ◽  
pp. 1856012 ◽  
Author(s):  
Sk. Md. Obaidullah ◽  
K. C. Santosh ◽  
Nibaran Das ◽  
Chayan Halder ◽  
Kaushik Roy
Keyword(s):  
Feature Extraction ◽  
Character Recognition ◽  
Optical Character Recognition ◽  
Document Images ◽  
Extraction Techniques ◽  
Script Identification ◽  
Optical Character ◽  
Comprehensive Survey ◽  
Indic Script

Script identification is crucial for automating optical character recognition (OCR) in multi-script documents since OCRs are script-dependent. In this paper, we present a comprehensive survey of the techniques developed for handwritten Indic script identification. Different pre-processing and feature extraction techniques, including classifiers used for script identification, are categorized and their merits and demerits are discussed. We also provide information about some handwritten Indic script datasets. Finally, we highlight the extensions and/or future scope of works together with challenges.

Extreme learning machine for handwritten Indic script identification in multiscript documents

2018 ◽  
Vol 27 (05) ◽  
pp. 1 ◽  
Author(s):  
Sk. Md. Obaidullah ◽  
Amitava Bose ◽  
Himadri Mukherjee ◽  
K. C. Santosh ◽  
Nibaran Das
Keyword(s):  
Extreme Learning Machine ◽  
Script Identification ◽  
Learning Machine ◽  
Indic Script
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