IMAGE PROCESSING

Jul 01 2025TECHNOLOGY

A New Way to See the Invisible: How Tiny Tech is Changing Infrared Imaging

In the world of tech, tiny things are making big waves. Scientists have been playing around with mercury telluride (HgTe) nanocrystals. These tiny particles can be tuned to absorb different wavelengths of light, especially in the infrared (IR) range. This makes them super useful for creating affordable, high-resolution imaging devices that can see in the dark. But t...

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Apr 11 2025TECHNOLOGY

Quantum Computing's New Trick: Sorting Handwritten Numbers

Quantum computing is making waves in the world of image recognition. A new approach uses a special type of quantum neural network to tackle a classic problem: sorting handwritten digits from the MNIST dataset. This isn't your average neural network. It's a modularized quantum neural network, or mQNN for short. The mQNN takes input data and turns it into quantum i...

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Mar 19 2025TECHNOLOGY

Cleaning Up Rainy Pictures: A New Way to See Clearly

Rainy days can make taking good photos quite the challenge. The streaks of rain can mess up the picture, making it hard to see clearly. Traditional methods to fix this often need huge amounts of data and can be hard to understand. But there is a new way to tackle this problem. Imagine you're looking at a rainy picture. This new method starts by breaking down the ima...

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Mar 07 2025TECHNOLOGY

Unlocking the Power of Hyperspectral Images with Smart Fusion

The world of hyperspectral images (HSIs) is like a giant puzzle with lots of pieces. Each piece has a unique color and shape, representing different types of land cover and rich spectral information. Traditional methods struggle with this complexity. They often miss important details because they use a fixed view, like looking through a tiny window. This means they c...

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Dec 16 2024HEALTH

Boosting Brain Tumor Diagnosis with Smart AI

Brain tumors are super serious and need quick, accurate diagnosis for the best treatment. Old ways for classifying these tumors take time and can be wrong. Let's start with collecting brain images from a special dataset. These images are then cleaned up to remove noise using a special method called trust-based distributed set-membership filtering (TDSF). After this, ...

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Nov 08 2024TECHNOLOGY

Weather Swap: Changing Image Conditions with AI

Ever wanted to transform the weather in a picture from sunny to snowy? That's what a new method called Weather GAN does. It uses something called generative adversarial networks, or GANs for short. GANs are like two teams playing a game. One team creates fake images, and the other team tries to spot the fakes. Weather GAN can change the weather in a photo to sunny, c...

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