Essays about: "Super-resolution"
Showing result 16 - 20 of 56 essays containing the word Super-resolution.
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16. Implementation of Super-Resolution Ultrasound Imaging for in Vitro Experiments
University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)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
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17. Comparing the Performance of Interpolative Algorithms with Neural Networks for Image Super-Resolution
University essay from KTH/DatavetenskapAbstract : 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
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18. High Resolution Quality Enhancement of Digitized Artwork using Generative Adversarial Networks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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
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19. Investigating the Spectral Bias in Neural Networks
University essay from KTH/Matematik (Avd.)Abstract : Neural networks have been shown to have astounding performance on a variety of different machine learning tasks and data sets, both for synthetic and real-world data.However, in spite of their widespread usage and implementation, the convergence and the training dynamics of neural networks are neither trivial, nor completely understood. READ MORE
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20. Image Processing in MRI Guided Real-TimeAdaptive Radiotheraphy - Upsampling and Segmentation of Target Volume and Organs at Risk
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Magnetic Resonance Imaging (MRI) is a useful medical imaging technique that is used for cancer treatment.The major drawback of this method is the relatively long scan time, limiting its use for real time tracking of a potentially moving target during the radiotherapy session. READ MORE
