Essays about: "image quality"
Showing result 1 - 5 of 852 essays containing the words image quality.
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1. Virtual H&E Staining Using PLS Microscopy and Neural Networks
University essay from Lunds universitet/Matematik LTHAbstract : Histopathological examination, crucial in diagnosing diseases such as cancer, traditionally relies on time- and resource-consuming, poorly standardized chemical staining for tissue visualization. This thesis presents a novel digital alternative using generative neural networks and a point light source (PLS) microscope to transform unstained skin tissue images into their stained counterparts. READ MORE
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2. Risk analysis of implementing Machine Learning in construction projects
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Machine Learning has significantly influenced development across domains by leveraging incoming and existing data. However, despite its advancements, criticism persists regarding its failure to adequately address real-world problems, with the construction domain being an example. READ MORE
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3. Image Quality Assessment Pipeline and Semi-Automated Annotation method for Synthetic Data
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : Predicting human emotions through facial expression, particularly in relation to medication field such as clinical trial settings, has garnered scientific interest in recent years due to significant understanding of the impact of treatment on emotions and social functioning. This thesis aims to improve performance of a FER model using large scale of synthetic data. READ MORE
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4. Despeckling Echocardiograms Using Generative Adversarial Networks
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : Previous research had shown that generative adversarial networks (GANs) are capable of despeckling echocardiograms (echos) through image-to-image translation in real-time once trained. However, only limited information regarding the quality of denoised echos and explainability of useful GAN components is provided. READ MORE
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5. Could you imagine that face on that body? : A study of deepfakes and performers’ rights in EU law
University essay from Linköpings universitet/Affärsrätt; Linköpings universitet/Filosofiska fakultetenAbstract : The natural desire to express the human experience through song, dance, speech and movement have characterised culture and society throughout history. From frantic dances around fires, to comedies and dramas at the ancient theatres, to sold out arena concerts, all driven by the same fundamental spirit of creation and expression. READ MORE