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Found 4 essays matching the above criteria.
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1. Improving Brain Tumor Segmentation using synthetic images from GANs
University essay from Linköpings universitet/Statistik och maskininlärningAbstract : Artificial intelligence (AI) has been seeing a great amount of hype around it for a few years but more so now in the field of diagnostic medical imaging. AI-based diagnoses have shown improvements in detecting the smallest abnormalities present in tumors and lesions. This can tremendously help public healthcare. READ MORE
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2. Developing an emulator for 360° video : intended for algorithm development
University essay from Linköpings universitet/Databas och informationsteknikAbstract : Streaming 360° video has become more commonplace with content delivery services such as YouTube having support for it. By its nature, 360° video requires more bandwidth as only a fraction of the image is actually in view, while the user is expecting the same "in view" quality as with a regular video. READ MORE
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3. A Novel Perceptual Metric in Deep Learning
University essay from Lunds universitet/Matematik LTHAbstract : Loss functions are a crucial part of image processing when using modern neural networks, trained with stochastic gradient descent. There exist multiple loss functions today, some claiming to be perceptual. Researchers at NVIDIA recently published a proposal of such a metric called FLIP. READ MORE
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4. Investigating the Adaptive Loop Filter in Next Generation Video Coding
University essay from KTH/Skolan för elektro- och systemteknik (EES)Abstract : Current trends on video technologies and services are demanding higher bit rates, highervideo resolutions and better video qualities. This issue results in the need of a new generationof video coding techniques to increase the quality and compression rates of previous standards. READ MORE