Topology Estimation of Simulated 4D Image Data by Combining Downscaling and Convolutional Neural Networks

Khalil Mathieu Hannouch, Stephan Chalup

The topological analysis of four-dimensional (4D) image-type data is challenged by the immense size that these datasets can reach. This can render the direct application of methods…