Mathematisch-Naturwissenschaftliche Fakultät: Suche
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Capturing Hand-Object Interaction and Reconstruction of Manipulated Objects
(2017-04-26)
Hand motion capture with an RGB-D sensor gained recently a lot of research attention, however, even most recent approaches focus on the case of a single isolated hand. We focus instead on hands that interact with other ...
Finite Point Processes and Their Application to Target Tracking
(2017-01-20)
Tracking is a branch of sensor data fusion that studies the tracking of dynamic objects based on incomplete and noisy measurements. Due to the enormous demand in the past decades for efficient algorithms, a great number ...
Learning Object Recognition and Object Class Segmentation with Deep Neural Networks on GPU
(2017-02-14)
As cameras are becoming ubiquitous and internet storage abundant, the need for computers to understand images is growing rapidly. This thesis is concerned with two computer vision tasks, recognizing objects and their ...
Security and Data Analysis: Three Case Studies
(2017-10-17)
In recent years, techniques to automatically analyze lots of data have advanced significantly. The possibility to gather and analyze large amounts of data has challenged security research in two unique ways. First, the ...
Generation and Applications of Knowledge Graphs in Systems and Networks Biology
(2019-12-16)
The acceleration in the generation of data in the biomedical domain has necessitated the use of computational approaches to assist in its interpretation. However, these approaches rely on the availability of high quality, ...
Fast diffusion MRI based on sparse acquisition and reconstruction for long-term population imaging
(2019-11-21)
Diffusion weighted magnetic resonance imaging (dMRI) is a unique MRI modality to probe the diffusive molecular transport in biological tissue. Due to its noninvasiveness and its ability to investigate the living human brain ...
Computational Analysis of Pathophysiological Mechanisms Based on Pathway Modeling
(2019-12-18)
The advent of the big data era poses major challenges to the biomedical domain. First, it is necessary to adopt strategies that integrate and link the heterogeneous resources that contain multiscale and multimodal data in ...
Semantic Segmentation and Completion of 2D and 3D Scenes
(2019-11-28)
Semantic segmentation is one of the fundamental problems in computer vision. This thesis addresses various tasks, all related to the fine-grained, i.e. pixel-wise or voxel-wise, semantic understanding of a scene. In the ...
New Results on the Probabilistic Analysis of Online Bin Packing and its Variants
(2019-12-03)
The classical bin packing problem can be stated as follows: We are given a multiset of items {a1, ..., an} with sizes in [0,1], and want to pack them into a minimum number of bins, each of which with ......
Strategies for the intelligent integration of genetic variance information in multiscale models of neurodegenerative diseases
(2019-07-18)
A more complete understanding of the genetic architecture of complex traits and diseases can maximize the utility of human genetics in disease screening, diagnosis, prognosis, and therapy. Undoubtedly, the identification ...