Dr. Prarthana Dutta

Employment

Employment history is unavailable.

Education

• National Institute of Technology Silchar PhD
  2019 - 2024
• Tezpur University B.Tech
  2012 - 2016

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• OCR Advancement with Pixel-Focused CNN for Handwritten Characters: A Journey with AsTel Dataset
  Arabian Journal for Science and Engineering 2025 DOI: 10.1007/s13369-025-10169-y
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• Understanding character recognition using Grad-CAM and predicting faithfulness through human evaluation
  Evolving Systems 2025 DOI: 10.1007/s12530-025-09693-x
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• A top-down character segmentation approach for Assamese and Telugu handwritten documents
  Journal of Ambient Intelligence and Humanized Computing 2024 DOI: 10.1007/s12652-024-04805-y
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• Datasets in OCR for Handwriting Recognition: A Survey
  2023 4th International Conference on Computing and Communication Systems (I3CS) 2023 DOI: 10.1109/i3cs58314.2023.10127285
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• Optical Character Recognition and Text Line Recognition of Handwritten Documents: A Survey
  Algorithms for Intelligent Systems 2023 DOI: 10.1007/978-981-99-5881-8_41
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• Explaining Machine Learning Predictions: A Case Study
  2022 Trends in Electrical, Electronics, Computer Engineering Conference (TEECCON) 2022 DOI: 10.1109/teeccon54414.2022.9854821
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• A Survey on Image Segmentation for Handwriting Recognition
  2022 DOI: 10.1007/978-3-031-12413-6_39
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• DigiNet: Prediction of Assamese handwritten digits using convolutional neural network
  Concurrency and Computation: Practice and Experience 2021 DOI: 10.1002/cpe.6451
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• A Survey on Explainability in Artificial Intelligence
  Handbook of Research on Advances in Data Analytics and Complex Communication Networks 2021 DOI: 10.4018/978-1-7998-7685-4.ch004
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