Roland Kwitt

Quicksilver: Fast predictive image registration – A deep learning approach

Xiao Yang, Roland Kwitt, Martin Styner et al. · NeuroImage · 2017 · 634 citations · Full text

Machine Vision, Machine Learning, Data Science +9

A stable multi-scale kernel for topological machine learning

Jan Reininghaus, Stefan Huber, Ulrich Bauer et al. · 2015 · 307 citations

Geometric Learning, Machine Vision, Machine Learning +15

Deep Learning with Topological Signatures

Christoph D. Hofer, Roland Kwitt, Marc Niethammer et al. · arXiv (Cornell University) · 2017 · 102 citations · Full text

Geometric Learning, Convolutional Neural Network, Graph Neural Network +14

Feature Space Transfer for Data Augmentation

Bo Liu, Xudong Wang, Mandar Dixit et al. · 2018 · 101 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Lightweight Probabilistic Texture Retrieval

Roland Kwitt, Andreas Uhl · IEEE Transactions on Image Processing · 2009 · 82 citations

Similarity Measurement, Machine Vision, Image Analysis +15