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Author

Satyasundara Mahapatra

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Conference Sep 2026

Optimized Sequential CNN Architecture for Robust Handwritten Digit Recognition

Optical character recognition (OCR) system is difficult to train because traditional handwritten digit recognition (HDR) algorithms have relied significantly on preexisting data and specific characteristics. Convolutional neural networks are the primary deep learning methods utilized in HDR research and have recently s...

S. Soni, Namrata Dhanda, Satyasundara Mahapatra · 0 citations
Oct 2026

Enhancing Semantic Segmentation-based Change Detection in Bi-temporal Satellite Images

Results show that deep learning architectures coupled with specialized attention mechanisms are viable approaches for robust performance on change detection tasks in bi-temporal satellite images.

Deepakshi Gupta, O. Singh, Satyasundara Mahapatra et al. · 0 citations

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