Deep neural networks such as UNet, RCAN and SwinIR have achieved remarkable success in image restoration and enhancement and have been widely adopted in fluorescence microscopy. By learning mappings ...

Abstract: The deep unfolding network represents a promising research avenue in image restoration. However, most current deep unfolding methodologies are anchored in first-order optimization algorithms ...

Abstract: Deep learning has recently been extensively investigated to remove artifacts in low-dose computed tomography (LDCT). However, the power of transfer learning for medical image denoising tasks ...

Artificial intelligence can now generate images that are virtually indistinguishable from real ones. Researchers at the Fraunhofer Institute of Optronics, System Technologies and Image Exploitation ...

Discover how Nishkar Heera transformed his teenage passion for sneaker restoration into a successful business, Sneaker ICU, dedicated to saving money and extending the life of beloved footwear.

Experts are one step closer to finding a way to trick your brain into thinking you slept - The majority of Americans aren’t ...

There’s a particular kind of windowsill that tells a story before you even say a word. Glass vessels lined with water, pale ...

The 106-acre Colomendy camp was shuttered in January last year after the previous operator went into administration ...

Fermanagh couple Simon and Jennifer Bullock are proving that rural life can offer far more than farming alone, combining ...

Pianist Lara Downes and Pulitzer-winning author Salamishah Tillet discuss Nina Simone and one of her best-known songs at her ...