Author

Abu Saleh Musa Miah

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Open access Oct 2026

Bangladeshi traffic sign recognition using the lightweight BanTrafficNet deep learning approach

This work proposes a robust Bangladeshi traffic sign recognition system to address these formidable challenges using a deep learning-based Convolutional Neural Network (CNN) architecture, and aims to create a lightweight model that helps identify traffic signs correctly with less computational effort.

Md Mahbubur Rahman Tusher, Fahmid Al Farid, Hasan Muhammad Kafi et al. · Scientific Reports · 0 citations

Open access Aug 2026

Global-Local Feature-Based Rice Leaf Disease Classification Using Two-Stream Deep Neural Network Feature Fusion

The proposed framework provides an accurate and explainable approach for rice leaf disease diagnosis in smart agriculture applications and effectively integrates global semantic information with local disease-specific features for improved classification performance.

Mohamed N. Rahaman, A. al Mamun, Md. Kamal Hossen et al. · Computers · 0 citations