E-Dissertationen: Suche
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Learning to Predict Combinatorial Structures
(2010-07-07)
The major challenge in designing a discriminative learning algorithm for predicting structured data is to address the computational issues arising from the exponential size of the output space. Existing algorithms make ...
Modeling Linearly and non-Linearly Dependent Simulation Input Data
(2010-08-04)
Input modeling software tries to fit standard probability distributions to data assuming that the data are independent. However, the input environment can generate correlated data. Ignoring the correlations might lead to ...
Data-Driven Methods for Compression and Editing of Spatially Varying Appearance
(2009-12-07)
The optical reflectance behavior of materials and surfaces is of great importance for the perception of a scene. The specific gloss and the texture of a surface give valuable hints on properties of the material it is made ...
Combinatorial Solutions for Shape Optimization in Computer Vision
(2009-05-08)
This thesis aims at solving so-called shape optimization problems, i.e. problems where the shape of some real-world entity is sought, by applying combinatorial algorithms. I present several advances in this field, all of ...
On Discrete and Geometric Firefighting
(2021-08-19)
Wildfires ravaging forests around the globe cost lives, homes and billions in damages every year, which motivates the study of effective firefighting. In the area of theoretical computer science, several different models ......
Migration of interneuronal precursor cells in the developing cerebellum of mice: model-based cell tracking and simulation
(2010-12-10)
The navigation of precursor cells of inhibitory interneurons from their germinal zone inside the fourth ventricle through the white matter towards their final destination within the cerebellum's molecular layer is an ongoing ...
Efficient Point-Cloud Processing with Primitive Shapes
(2010-12-21)
This thesis presents methods for efficient processing of point-clouds based on primitive shapes. The set of considered simple parametric shapes consists of planes, spheres, cylinders, cones and tori. The algorithms developed ...
Virtual compound screening and SAR analysis: method development and practical applications in the design of new serine and cysteine protease inhibitors
(2010-11-05)
Virtual screening is an important tool in drug discovery that uses different computational methods to screen chemical databases for the identification of possible drug candidates. Most virtual screening methodologies are ...
Efficient Methods for Continuous and Discrete Shape Analysis
(2010-11-17)
When interpreting an image of a given object, humans are able to abstract from the presented color information in order to really see the presented object. This abstraction is also known as shape. The concept of shape is ...
Fast Resource Sharing in VLSI Routing
(2010-02-04)
Routing is the last major step in chip design. It naturally splits into global and detailed routing: In global routing, an approximate layout of electrical connections is computed, subject to constraints on ...