Bodo Rosenhahn

GAUSSIAN PROCESS FOR ACTIVITY MODELING AND ANOMALY DETECTION

2015 · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences

Abstract. Complex activity modeling and identification of anomaly is one of the most interesting and desired capabilities for automated video behavior analysis. A number of different approaches have been proposed in the past to tackle …

Markov Chain Neural Networks

2018

In this work we present a modified neural network model which is capable to simulate Markov Chains. We show how to express and train such a network, how to ensure given statistical properties reflected in …

Wor(l)d-GAN: Toward Natural-Language-Based PCG in <i>Minecraft</i>

2022 · IEEE Transactions on Games

This article presents Wor(l)d-GAN, a method to perform data-driven procedural content generation via machine learning inMinecraftfrom a single example. Based on a 3-D generative adversarial network (GAN) architecture, we are able to create arbitrarily sized …