Patrick Schuch
Ph.D. started in: 2015
Year of graduation: 2019
COINS consortium member: Norwegian University of Science and Technology
Supervised by: Christoph Busch
Links: 
Research area: Authentication and Biometrics
Project title: Representation Learning for Fingerprint Recognition
Project description: Apply and evaluate methods from Representation Learning to Finger Recognition. Compare those to hand-crafted approaches.
Publications:
- Patrick Schuch (2018). Survey on features for fingerprint indexing
- Patrick Schuch, Jan Marek May, Christoph Busch (2018). Estimating the Data Origin of Fingerprint Samples
- Patrick Schuch, Jan Marek May, Christoph Busch (2018). Learning Neighbourhoods for Fingerprint Indexing
- Patrick Schuch, Jan Marek May, Christoph Busch (2018). Unsupervised Learning of Fingerprint Rotations
- Patrick Schuch, Simon-Daniel Schulz, Christoph Busch (2017). ConvNet Regression for Fingerprint Orientations
- Patrick Schuch, Simon-Daniel Schulz, Christoph Busch (2017). Deep Expectation for Estimation of Fingerprint Orientation Fields
- Patrick Schuch, Simon-Daniel Schulz, Christoph Busch (2017). Intrinsic Limitations of Fingerprint Orientation Estimation
- Patrick Schuch, Simon-Daniel Schulz, Christoph Busch (2017). Intrinsic Limitations of Fingerprint Orientation Estimation
- Patrick Schuch, Simon Schulz, Christoph Busch (2017). De-Convolutional Auto-Encoder for Enhancement of Fingerprint Samples
- Patrick Schuch, Simon Schulz, Christoph Busch (2017). Deep Expectation for Estimation of Fingerprint Orientation Fields
- Patrick Schuch, Simon Schulz, Christoph Busch (2017). Minutia-based Enhancement of Fingerprint Samples
- Patrick Schuch, Simon Schulz, Christoph Busch (2017). Minutia-based Enhancement of Fingerprint Samples
- Patrick Schuch, Simon Schulz, Christoph Busch (2017). Survey on the impact of fingerprint image enhancement
- Patrick Schuch, Simon Schulz, Christoph Busch (2016). De-Convolutional Auto-Encoder for Enhancement of Fingerprint Samples
