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Light rays enter the eye through the cornea, a transparent dome-shaped tissue that is the eye's outermost layer. The cornea bends or refracts, light rays traveling to the pupil. The shape of the cornea determines how much of the light is bent and whether the image will be focused correctly on the retina at the back of the eye. Once the light has passed through both refraction layers, it converges into a single focal point onto a small area. This is where photoreceptors start transforming...
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Imaging Biological Samples with Optical Microscopy01:18

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Optical microscopy uses optic principles to provide detailed images of samples. Antonie van Leeuwenhoek designed the first compound optical microscope in the 17th century to visualize blood cells, bacteria, and yeast cells. In 1830, Joseph Jackson Lister created an essentially modern light microscope. The 20th century saw the development of microscopes with enhanced magnification and resolution.
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Imagen óptica difusa con red de fusión de atención de canal

Muhammad Reshail Raza Iftikhar1, Ya-Fen Hsu2, Min-Chun Pan1

  • 1National Central University, Department of Mechanical Engineering, Taoyuan City, Taiwan.

Journal of biomedical optics
|December 25, 2025
PubMed
Resumen

Este estudio presenta la Red de Fusión de Atención de Canal (CAFNet), un modelo de aprendizaje profundo para la imagen óptica difusa. CAFNet mejora la precisión de la reconstrucción de imágenes al gestionar eficazmente el ruido y mejorar la sensibilidad a la profundidad.

Palabras clave:
red de fusión de atención de canalmecanismo de atención de canalaprendizaje profundoimagen óptica difusaaprendizaje de características multiescala

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