Matthias O. Franz

58 papers A* 3A 1B 2C 4Misc 2Journal 18Unranked 26

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