Frank Haußer

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 7

Top Topics

Nearest Neighbor

Human Perception

Top Venues

Comput. Biol. Medicine

Mach. Learn. Knowl. Extr.

Medical Imaging: Image Processing

Publications

Martin Tschaikner, Danja Brandt, Henning Schmidt, Felix Bießmann, Teodor Chiaburu, Ilona Schrimpf, Thomas Schrimpf, Alexandra Stadel, Frank Haußer, Ingeborg E. Beckers
Multisensor Data Fusion for Automatized Insect Monitoring (KInsecta). CoRR (2024)
Teodor Chiaburu, Frank Haußer, Felix Bießmann
Uncertainty in XAI: Human Perception and Modeling Approaches. Mach. Learn. Knowl. Extr. 6 (2) (2024)
Danja Brandt, Martin Tschaikner, Teodor Chiaburu, Henning Schmidt, Ilona Schrimpf, Alexandra Stadel, Ingeborg E. Beckers, Frank Haußer
Low Cost Machine Vision for Insect Classification. CoRR (2024)
Teodor Chiaburu, Frank Haußer, Felix Bießmann
CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models. CoRR (2024)
Teodor Chiaburu, Felix Biessmann, Frank Haußer
Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations. CoRR (2022)
Josef Kauer-Bonin, Sunil K. Yadav, Ingeborg Beckers, Kay Gawlik, Seyedamirhosein Motamedi, Hanna G. Zimmermann, Ella M. Kadas, Frank Haußer, Friedemann Paul, Alexander U. Brandt
Modular deep neural networks for automatic quality control of retinal optical coherence tomography scans. Comput. Biol. Medicine 141 (2022)
Frank Haußer, Ingeborg E. Beckers, Michael Gierlak, Ozan Kahraman
Total variation based image deconvolution for extended depth-of-field microscopy images. Medical Imaging: Image Processing (2015)
Frank Haußer, Sandra Rasche, Axel Voigt
The influence of electric fields on nanostructures - Simulation and control. Math. Comput. Simul. 80 (7) (2010)
Frank Haußer, Michel E. Jabbour, Axel Voigt
A Step-Flow Model for the Heteroepitaxial Growth of Strained, Substitutional, Binary Alloy Films with Phase Segregation: I. Theory. Multiscale Model. Simul. 6 (1) (2007)
Martin Burger, Frank Haußer, Christina Stöcker, Axel Voigt
A level set approach to anisotropic flows with curvature regularization. J. Comput. Phys. 225 (1) (2007)
Frank Haußer, Axel Voigt
A Discrete Scheme for Parametric Anisotropic Surface Diffusion. J. Sci. Comput. 30 (2) (2007)
Frank Haußer, Axel Voigt
A numerical scheme for regularized anisotropic curve shortening flow. Appl. Math. Lett. 19 (8) (2006)
Eberhard Bänsch, Frank Haußer, Axel Voigt
Finite Element Method for Epitaxial Growth with Thermodynamic Boundary Conditions. SIAM J. Sci. Comput. 26 (6) (2005)