Essays about: "Graph-cuts optimization"
Found 4 essays containing the words Graph-cuts optimization.
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1. Image Segmentation with Joint Regularization and Histogram Separation
University essay from Lunds universitet/Matematik LTHAbstract : In this thesis optimization methods for image segmentation are studied. The common theme of all the methods is that we have a histogram model for appearance terms that we optimize jointly with smoothness. READ MORE
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2. Brain MRI segmentation for the longitudinal follow-up of regional atrophy in Alzheimer’s Disease
University essay from KTH/Skolan för teknik och hälsa (STH)Abstract : Brain atrophy measurement is increasingly important in studies of neurodegenerative diseases such as Alzheimer’s disease. From this perspective, a regional segmentation framework for magnetic resonance images has recently been developed by the team that I joined for my master thesis. It combines an atlas fusion and a tissue classification. READ MORE
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3. Efficient Graph Cuts for Multi-region Segmentation
University essay from Lunds universitet/Matematik LTHAbstract : Many problems in computer vision can be formulated as optimization problems that can be solved using minimum cuts in flow networks. However, these applications can be demanding, with the memory bandwidth being the main bottleneck on the performance. READ MORE
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4. Modern Stereo Correspondence Algorithms : Investigation and Evaluation
University essay from InformationskodningAbstract : Many different approaches have been taken towards solving the stereo correspondence problem and great progress has been made within the field during the last decade. This is mainly thanks to newly evolved global optimization techniques and better ways to compute pixel dissimilarity between views. READ MORE
