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SURAJ SINGH

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Articles

DIPLI: deep image prior lucky imaging for blind astronomical image restoration

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By SURAJ SINGH, Oleg Y. Rogov, Ahmed Bouridane, Anastasiia Batsheva
| Nature Verified
Abstract Modern image restoration and super-resolution methods utilize deep learning due to its superior performance compared to traditional algorithms. However, deep learning typically requires large labeled training datasets, which are rarely available in astrophotography. Deep Image Prior (DIP) bypasses this constraint by performing unsupervised optimization on a single image without training data; however, DIP often suffers from overfitting, artifact generation, and instability.
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Editorial: Assistive technologies in aging and disability

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By College Dublin, SURAJ SINGH
| Frontiers in Public Health Verified
Introduction Population aging is driving the reorientation of health and social care systems globally (1), intensifying the demand for assistive technologies (AT) and access to digital health tools that can support independence, participation, and wellbeing (2, 3).
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Man pours boiling oil on five children in Unnao, two battling for life

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By SURAJ SINGH
| MSN India Verified
Suraj Singh At least five children sustained severe burn injuries after a man poured boiling oil on them in Uttar Pradesh's Unnao. Two of the injured children are in critical condition. The incident took place in Hasanpur Dragpal Kheda village when the 'Terahvi' ceremony of a person who died recently was taking place. Hiralal, who was 100 years old, passed away last month.
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