Essays about: "super resolution of images"

Showing result 6 - 10 of 32 essays containing the words super resolution of images.

  1. 6. Improving Unreal Engine Imagery using Generative Adversarial Networks

    University essay from Linköpings universitet/Programvara och system

    Author : Erik Jareman; Ludvig Knast; [2023]
    Keywords : GAN; Generative Adversarial Networks; Unreal Engine; Real-ESRGAN; super resolution; image enhancement;

    Abstract : Game engines such as Unreal Engine 5 are widely used to create photo-realistic renderings. To run these renderings at high quality without experiencing any performance issues,high-performance hardware is often required. READ MORE

  3. 7. Using Quantization and Serialization to Improve AI Super-Resolution Inference Time on Cloud Platform

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Wai-Hong Anton Fu; [2023]
    Keywords : ;

    Abstract : AI Super-Resolution is a branch of Artificial Intelligence where the goal is to take a low-resolution image and upscale it into a high-resolution image. These models are usually deep learning models based on Convolutional Neural Networks (CNN) and/or transformers. READ MORE

  4. 8. Implementation of Super-Resolution Ultrasound Imaging for in Vitro Experiments

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Kani Yara; [2022]
    Keywords : B-mode; Localization; Microbubbles; Poly-Vinyl-Alcohol; Tracking; Verasonics; B-mode; Localisering; Mikrobubblor; Poly-Vinyl-Alcohol; Spårning; Verasonics;

    Abstract : Ultrasound imaging systems are a safe and affordable imaging modality with the disadvantage of low spatial resolution, especially for assessing smaller vessels. However, with the implementation of super-resolution ultrasound imaging techniques, studies have shown promising results in achieving a resolution below the diffraction limit. READ MORE

  5. 9. Comparing the Performance of Interpolative Algorithms with Neural Networks for Image Super-Resolution

    University essay from KTH/Datavetenskap

    Author : Nicolas Andersson; Thomas Siu; [2022]
    Keywords : ;

    Abstract : The importance of graphics cannot be understated in the current era. Yet, due to technological limitations some sacrifices have to be made in order to save bandwidth, primarily the compression and downsampling of images. READ MORE

  6. 10. High Resolution Quality Enhancement of Digitized Artwork using Generative Adversarial Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Dennis Magnusson; [2022]
    Keywords : Image enhancement; Image style transfer; Image superresolution; Machine Learning; Bildförbättring; Bildstilöversättning; Bildsuperupplösning; Maskininlärning;

    Abstract : Digitization of physical artwork is usually done using image scanning devices in order to ensure that the output is accurate in terms of color and is of sufficiently high resolution, usually over 300 pixels per inch, however the usage of such a device is in some cases unfeasible due to medium or size constraints. Photography of the artwork is another method of artwork digitization, however such methods often produce results containing camera artifacts such as shadows, reflections or low resolution. READ MORE