@article{noiserobusttopologyestimationof2dimageda, title = {Noise-Robust Topology Estimation of 2D Image Data via Neural Networks and Persistent Homology}, author = {Dylan Peek and Matthew P. Skerritt and Stephan Chalup}, year = {2025}, eprint = {2509.09140}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.09140}, }