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Detection and Simulation of Dangerous Human Crowd Behavior
(2013-01-09)
Tragically, gatherings of large human crowds quite often end in crowd disasters such as the recent catastrophe at the Loveparade 2010. In the past, research on pedestrian and crowd dynamics focused on simulation of pedestrian ...
Data-Driven Analysis and Interpolation of Optical Material Properties
(2015-05-11)
Reproducing the characteristic appearance of materials digitally is of considerable importance for the creation of photo-realistic images. However, due to the high complexity of many real-world materials, modeling them ...
Efficient Dense Registration, Segmentation, and Modeling Methods for RGB-D Environment Perception
(2014-12-12)
One perspective for artificial intelligence research is to build machines that perform tasks autonomously in our complex everyday environments. This setting poses challenges to the development of perception skills: A robot ...
Methods for Learning Structured Prediction in Semantic Segmentation of Natural Images
(2014-09-15)
Automatic segmentation and recognition of semantic classes in natural images is an important open problem in computer vision. In this work, we investigate three different approaches to recognition: without supervision, ...