1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CV2024
Generating Topologically and Geometrically Diverse Manifold Data in Dimensions Four and Below
Khalil Mathieu Hannouch, Stephan Chalup
Understanding the topological characteristics of data is important to many areas of research. Recent work has demonstrated that synthetic 4D image-type data can be useful to train…
cs.CV2023★ 1 cited
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…