Medical Image Segmentation using Level Sets and Dictionary Learning

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Titelei/Inhaltsverzeichnis Partial access Pages I - VIII Download chapter (PDF)
1. Motivation No access
2. Contributions No access
3. Structure of the dissertation No access
4. Papers of the author No access
1. Introduction No access
2. Image Segmentation Using Variational Formulation No access
3. Dictionary Learning No access
4. Benchmarks and Evaluation Metrics No access
1. Image Segmentation Using Level Set Formulation with Topological Prior No access
2. Topological Prior for Image Classification No access
3. Discussion No access
1. Voxel-wise Coupled Dictionaries For Brain Tumor Segmentation No access
2. Coupled Dictionary Learning With Level-Set Method For Image Segmentation No access
3. Discussion No access
1. Two-Region Segmentation: Application of Automatic Liver Segmentation No access
2. Brain Segmentation as an Example of Multi-Region Segmentation No access
3. Discussion No access
Conclusions No access Pages 105 - 107
Bibliography No access Pages 108 - 126