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Author

Abu Saleh Musa Miah

University of Aizu

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Open access Sep 2026

DDSF-UNet: dual-domain spatial–frequency learning for underwater image enhancement

Underwater image enhancement (UIE) is still difficult. This is mainly due to wavelength-dependent light absorption, scattering, and environmental noise, which lead to low visibility, color distortion, and loss of fine details. Most existing deep learning (DL) based models primarily operate on spatial-domain convolu...

Najmul Hassan, Munsif Ali, Abu Saleh Musa Miah et al. · 0 citations
Open access Oct 2026

HandPD37: advanced handwriting dataset for Parkinson’s disease diagnosis using stack ensemble ML

Parkinson’s Disease (PD) is a neurodegenerative disorder that affects older individuals, especially in aging countries like Japan. A key symptom of PD is hand tremor, which impairs fine motor skills, including handwriting. Early detection is crucial for treatment and management. However, existing datasets often lack su...

Jungpil Shin, Abu Saleh Musa Miah, Akane Hashimoto et al. · 0 citations
#artificial intelligence Conference Open access Jun 2026

PermitGPT: A Unified Generative-AI Pipeline for Construction Hazard Forecasting, Permit Prediction, and Community Impact

Overall, PermitGPT provides an initial step toward AI-assisted construction governance while identifying directions for stronger task-level evaluation and real-world validation.

Mohd Ruhul Ameen, Farjana Aktar, Akif Islam et al. · 0 citations

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