Robust Classification of Smartphone Captured Handwritten Document Images Using Deep Learning

Robust Classification of Smartphone Captured Handwritten Document Images Using Deep Learning

Document classification is a challenging research problem in Document image analysis, majorly the presence of degradations like low illumination, blur, and shadows. In this paper, a deep learning-based two-level hierarchical approach is proposed for classifying smartphone-captured handwritten docume...

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Bibliographic Details
Main Authors: K. S. Koushik, B. J. Bipin Nair, N. Shobha Rani, Mohammed Javed
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Document image classification
deep learning
degradation issues
educational technology
model generalization
Online Access:https://ieeexplore.ieee.org/document/10807224/
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https://ieeexplore.ieee.org/document/10807224/

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