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access icon free Segmentation-based recognition system for handwritten Bangla and Devanagari words using conventional classification and transfer learning

© The Institution of Engineering and Technology
Received 18/02/2019, Accepted 23/12/2019, Revised 06/11/2019, Published 07/01/2020
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Inspec keywords: optical character recognition; image classification; document image processing; learning (artificial intelligence); feature extraction; image segmentation; neural nets; handwritten character recognition; natural language processing

Other keywords: segmentation-based recognition system; handwritten Bangla words; transfer learning; identified pseudocharacters; convolutional neural network-based transfer learning architectures; statistical features; Indian regional scripts; offline recognition; Indian script-based OCR system; handwritten Devanagari words; handwritten text

Subjects: Knowledge engineering techniques; Neural computing techniques; Image recognition; Computer vision and image processing techniques; Natural language processing; Document processing techniques

http://iet.metastore.ingenta.com/content/journals/10.1049/iet-ipr.2019.0208
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