Biblio
Integrating uncertainty in deep neural networks for MRI based stroke analysis.
Medical Image Analysis. 65, 101790.
(2020). Iso-geometric analysis based on Catmull-Clark solid subdivision.
Computer Graphics Forum. 29, 1575-1784. IsoCatmullClarkSub.pdf (3.69 MB)
(2010). Iterative kernel principal component analysis for image modeling.
IEEE Trans. PAMI. 27, 1351 – 1366. Kim, Franz, Schölkopf_2005_Iterative Kernel Principal Component Analysis for Image Modeling.pdf (1.98 MB)
(2005). Know When You Don't Know: A Robust Deep Learning Approach in the Presence of Unknown Phenotypes.
Assay and drug development technologies. 16, 343–349. adt.2018.859.pdf (711.06 KB)
(2018). Learning view graphs for robot navigation.
Autonomous Robots. 5, 111 – 125. Franz et al._1998_Learning View Graphs for Robot Navigation.pdf (1.26 MB)
(1998). Learnt knot placement in B-spline curve approximation using support vector machines.
Computer Aided Geometric Design. 62, 104–116. GMP18.pdf (865.85 KB)
(2018). Local energy-optimizing subdivision algorithms.
Computer Aided Geometric Design. 25, 137-147. OptSub.pdf (706.26 KB)
(2008). Melt viscosities of lattice polymers using a Kramers potential treatment.
J. Chem. Phys.. 115, 9042–9045.
(2001). Model studies of diffusion in glassy and polymer ion conductors.
arXiv preprint cond-mat/0106196.
(2001).
(1998). Natural neighbor extrapolation using ghost points.
Computer Aided-Design. 41, 350-365. Extrapolation.pdf (2.22 MB)
(2009). Normals of subdivision surfaces and their control polyhedra.
Computer Aided Geometric Design. 24, 112-116. SubSurfContrPoly.pdf (272.28 KB)
(2007). Novel AI-Based Algorithm for the Automated Computation of Coronal Parameters in Adolescent Idiopathic Scoliosis Patients: A Validation Study on 100 Preoperative Full Spine X-Rays.
Global Spine Journal. 21925682231154543.
(2023). Ordinal neural network transformation models: deep and interpretable regression models for ordinal outcomes.
arXiv e-prints. 2010.08376.
(2020). Parametrizations for triangular G^k spline surfaces of low degree.
ACM Transactions on Graphics. 24, 1281-1293. GkSplineSurf.pdf (539.25 KB)
(2006). Partially hyperbolic diffeomorphisms with uniformly compact center foliation: quotient dynamics.
Ergodic Theory Dyn. Sys.. 36(4),
(2016). Percolation concepts in solid state ionics.
Physica A: Statistical Mechanics and its Applications. 266, 229–237.
(1999). Pixel-wise Hybrid Image Registration on Wood Decors.
BW-CAR| SINCOM. 24. Grunwald_2015_Pixel-wiseHybridImageRegistration.pdf (2.42 MB)
(2015). Plant classification from bat-like echolocation signals.
PLoS Comput.\ Biol.. 4, e1000032. Yovel et al._2008_Plant classification from bat-like echolocation signals.pdf (772.54 KB)
(2008). Quantifying bioactivity on a large scale: quality assurance and analysis of multiparametric ultra-HTS data.
JALA: Journal of the Association for Laboratory Automation. 10, 207–212.
(2005). Real-time triangulation of point streams.
Engineering with Computers. 27, 67-80. RTTriangulationPointStreams.pdf (1.05 MB)
(2011). On robots and flies: Modeling the visual orientation behavior of flies.
Robotics and Autonomous Systems. 29, 227–242. Huber, Franz, Bülthoff_1999_On robots and flies Modeling the visual orientation behavior of flies.pdf (473.13 KB)
(1999). Robust hit identification by quality assurance and multivariate data analysis of a high-content, cell-based assay.
Journal of biomolecular screening. 12, 1042–1049.
(2007). Short-term density forecasting of low-voltage load using Bernstein-polynomial normalizing flows.
IEEE Transactions on Smart Grid.
(2023). Single-Cell Phenotype Classification Using Deep Convolutional Neural Networks.
Journal of biomolecular screening. 21, 998–1003.
(2016).