Matthias O. Franz

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 17

Top Venues

University of Tübingen, Germany (PHD)

Education History

University of Tübingen, Germany

PHD

Publications

Dennis Grießer, Matthias O. Franz, Georg Umlauf
Enhancing Inland Water Safety: The Lake Constance Obstacle Detection Benchmark. ICRA (2024)
Dennis Grießer, Georg Umlauf, Matthias O. Franz
Visual Pitch and Roll Estimation For Inland Water Vessels. ICRA (2023)
Matthias Hermann, Georg Umlauf, Matthias O. Franz
Large-Scale Independent Component Analysis By Speeding Up Lie Group Techniques. ICASSP (2022)
Matthias Hermann, Bastian Goldlücke, Matthias O. Franz
Image Novelty Detection Based on Mean-Shift and Typical Set Size. ICIAP (2) (2022)
Matthias Hermann, Georg Umlauf, Bastian Goldlücke, Matthias O. Franz
Fast and Efficient Image Novelty Detection Based on Mean-Shifts. Sensors 22 (19) (2022)
Matthias Hermann, Dennis Grießer, Bernhard Gundel, Daniel Dold, Georg Umlauf, Matthias O. Franz
Targetless Lidar-camera registration using patch-wise mutual information. FUSION (2022)
Martin Schall, Marc-Peter Schambach, Matthias O. Franz
Dissecting Multi-line Handwriting for Multi-dimensional Connectionist Classification. ICDAR (2019)
Martin Schall, Marc-Peter Schambach, Matthias O. Franz
Multi-dimensional Connectionist Classification: Reading Text in One Step. DAS (2018)
Pascal Laube, Matthias O. Franz, Georg Umlauf
Deep Learning Parametrization for B-Spline Curve Approximation. 3DV (2018)
Pascal Laube, Matthias O. Franz, Georg Umlauf
Learnt knot placement in B-spline curve approximation using support vector machines. Comput. Aided Geom. Des. 62 (2018)
Pascal Laube, Michael Grunwald, Matthias O. Franz, Georg Umlauf
Image Inpainting for High-Resolution Textures using CNN Texture Synthesis. CGVC (2018)
Pascal Laube, Matthias O. Franz, Georg Umlauf
Deep Learning Parametrization for B-Spline Curve Approximation. CoRR (2018)
Pascal Laube, Matthias O. Franz, Georg Umlauf
Evaluation of features for SVM-based classification of geometric primitives in point clouds. MVA (2017)
Pascal Laube, Michael Grunwald, Matthias O. Franz, Georg Umlauf
Image Inpainting for High-Resolution Textures using CNN Texture Synthesis. CoRR (2017)
Martin Schall, Marc-Peter Schambach, Matthias O. Franz
Increasing Robustness of Handwriting Recognition Using Character N-Gram Decoding on Large Lexica. DAS (2016)
Michael Grunwald, Matthias O. Franz
Wahrnehmungsorientierte optische Inspektion von texturierten Oberflächen. GI-Jahrestagung (2016)
Vania Vieira Estrela, Matthias O. Franz, Ricardo T. Lopes, G. P. De Araujo
Adaptive mixed norm optical flow estimation. CoRR (2016)
Manuel Caputo, Klaus Denker, Matthias O. Franz, Pascal Laube, Georg Umlauf
Support Vector Machines for Classification of Geometric Primitives in Point Clouds. Curves and Surfaces (2014)
Manuel Caputo, Klaus Denker, Matthias O. Franz, Pascal Laube, Georg Umlauf
Learning Geometric Primitives in Point Clouds. SGP Posters (2014)
Pham Hai Dang Le, Daniel Graf, Matthias O. Franz
Steganalysis in the Presence of Watermarked Images. IIH-MSP (2013)
Matthias O. Franz, Yossi Yovel, Mariana Laura Melcon, Peter Stilz, Hans-Ulrich Schnitzler
Systematische Merkmalsbewertung in komplexen Ultraschallsignalen mit Lernmaschinen. Inform. Spektrum 35 (5) (2012)
Pham Hai Dang Le, Matthias O. Franz
How to find relevant training data: A paired bootstrapping approach to blind steganalysis. WIFS (2012)
Jens Hensler, Klaus Denker, Matthias O. Franz, Georg Umlauf
Hybrid Face Recognition Based on Real-Time Multi-camera Stereo-Matching. ISVC (2) (2011)
Pham Hai Dang Le, Matthias O. Franz
Single Band Statistics and Steganalysis Performance. IIH-MSP (2010)
Valentin Schwamberger, Pham Hai Dang Le, Bernhard Schölkopf, Matthias O. Franz
The Influence of the Image Basis on Modeling and Steganalysis Performance. Information Hiding (2010)
Valentin Schwamberger, Matthias O. Franz
Simple algorithmic modifications for improving blind steganalysis performance. MM&Sec (2010)
Yossi Yovel, Peter Stilz, Matthias O. Franz, Arjan Boonman, Hans-Ulrich Schnitzler
What a Plant Sounds Like: The Statistics of Vegetation Echoes as Received by Echolocating Bats. PLoS Comput. Biol. 5 (7) (2009)
Yossi Yovel, Mariana Laura Melcon, Matthias O. Franz, Annette Denzinger, Hans-Ulrich Schnitzler
The Voice of Bats: How Greater Mouse-eared Bats Recognize Individuals Based on Their Echolocation Calls. PLoS Comput. Biol. 5 (6) (2009)
Yossi Yovel, Matthias O. Franz, Peter Stilz, Hans-Ulrich Schnitzler
Plant Classification from Bat-Like Echolocation Signals. PLoS Comput. Biol. 4 (3) (2008)
Wolf Kienzle, Bernhard Schölkopf, Felix A. Wichmann, Matthias O. Franz
How to Find Interesting Locations in Video: A Spatiotemporal Interest Point Detector Learned from Human Eye Movements. DAGM-Symposium (2007)
Wolf Kienzle, Felix A. Wichmann, Bernhard Schölkopf, Matthias O. Franz
A Nonparametric Approach to Bottom-Up Visual Saliency. NIPS (2006)
Wolf Kienzle, Felix A. Wichmann, Bernhard Schölkopf, Matthias O. Franz
Learning an Interest Operator from Human Eye Movements. CVPR Workshops (2006)
Julian J. McAuley, Tibério S. Caetano, Alexander J. Smola, Matthias O. Franz
Learning high-order MRF priors of color images. ICML (2006)
Matthias O. Franz, Bernhard Schölkopf
A Unifying View of Wiener and Volterra Theory and Polynomial Kernel Regression. Neural Comput. 18 (12) (2006)
Kwang In Kim, Matthias O. Franz, Bernhard Schölkopf
Iterative Kernel Principal Component Analysis for Image Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 27 (9) (2005)
Matthias O. Franz, Javaan S. Chahl, Holger G. Krapp
Insect-Inspired Estimation of Egomotion. Neural Comput. 16 (11) (2004)
Matthias O. Franz, Younghee Kwon, Carl Edward Rasmussen, Bernhard Schölkopf
Semi-supervised Kernel Regression Using Whitened Function Classes. DAGM-Symposium (2004)
Wolf Kienzle, Gökhan H. Bakir, Matthias O. Franz, Bernhard Schölkopf
Face Detection - Efficient and Rank Deficient. NIPS (2004)
Matthias O. Franz, Bernhard Schölkopf
Implicit Wiener Series for Higher-Order Image Analysis. NIPS (2004)
Gökhan H. Bakir, Arthur Gretton, Matthias O. Franz, Bernhard Schölkopf
Multivariate Regression via Stiefel Manifold Constraints. DAGM-Symposium (2004)
Fabian H. Sinz, Joaquin Quiñonero Candela, Gökhan H. Bakir, Carl Edward Rasmussen, Matthias O. Franz
Learning Depth from Stereo. DAGM-Symposium (2004)
Wolf Kienzle, Gökhan H. Bakir, Matthias O. Franz, Bernhard Schölkopf
Efficient Approximations for Support Vector Machines in Object Detection. DAGM-Symposium (2004)
Matthias O. Franz, Javaan S. Chahl
Linear Combinations of Optic Flow Vectors for Estimating Self-Motion - a Real-World Test of a Neural Model. NIPS (2002)
Matthias O. Franz, Javaan S. Chahl
Insect-Inspired Estimation of Self-Motion. Biologically Motivated Computer Vision (2002)
Matthias O. Franz, Holger G. Krapp
Wide-field, motion-sensitive neurons and matched filters for optic flow fields. Biol. Cybern. 83 (3) (2000)
Matthias O. Franz, Hanspeter A. Mallot
Biomimetic robot navigation. Robotics Auton. Syst. 30 (1-2) (2000)
Susanne A. Huber, Matthias O. Franz, Heinrich H. Bülthoff
On robots and flies: Modeling the visual orientation behavior of flies. Robotics Auton. Syst. 29 (4) (1999)
Hanspeter A. Mallot, Sabine Gillner, Sibylle D. Steck, Matthias O. Franz
Recognition-Triggered Response and the View-Graph Approach to Spatial Cognition. COSIT (1999)
Matthias O. Franz, Bernhard Schölkopf, Hanspeter A. Mallot, Heinrich H. Bülthoff
Learning View Graphs for Robot Navigation. Auton. Robots 5 (1) (1998)
Matthias O. Franz, Bernhard Schölkopf, Hanspeter A. Mallot, Heinrich H. Bülthoff
Where did I take that snapshot? Scene-based homing by image matching. Biol. Cybern. 79 (3) (1998)
Matthias O. Franz, Bernhard Schölkopf, Hanspeter A. Mallot, Heinrich H. Bülthoff, Andreas Zell
Navigation mit Schnappschüssen. DAGM-Symposium (1998)
Hartwig K. Distler, Hendrik A. H. C. van Veen, Stephan J. Braun, W. Heinz, Matthias O. Franz, Heinrich H. Bülthoff
Navigation in real and virtual environments: Judging orientation and distance in a large-scale landscape. EGVE (1998)
Hanspeter A. Mallot, Matthias O. Franz, Bernhard Schölkopf, Heinrich H. Bülthoff
The View-Graph Approach to Visual Navigation and Spatial Memory. ICANN (1997)
Matthias O. Franz, Bernhard Schölkopf, Philip Georg, Hanspeter A. Mallot, Heinrich H. Bülthoff
Learning View Graphs for Robot Navigation. Agents (1997)

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Publication Activity (10 Years)

Top Topics

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Matthias O. Franz