Matthias O. Franz

Orcid: 0000-0003-3789-8849

According to our database1, Matthias O. Franz authored at least 54 papers between 1997 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Visual Pitch and Roll Estimation For Inland Water Vessels.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
Fast and Efficient Image Novelty Detection Based on Mean-Shifts.
Sensors, 2022

Image Novelty Detection Based on Mean-Shift and Typical Set Size.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Large-Scale Independent Component Analysis By Speeding Up Lie Group Techniques.
Proceedings of the IEEE International Conference on Acoustics, 2022

Targetless Lidar-camera registration using patch-wise mutual information.
Proceedings of the 25th International Conference on Information Fusion, 2022

2019
Dissecting Multi-line Handwriting for Multi-dimensional Connectionist Classification.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

2018
Learnt knot placement in B-spline curve approximation using support vector machines.
Comput. Aided Geom. Des., 2018

Image Inpainting for High-Resolution Textures using CNN Texture Synthesis.
Proceedings of the Computer Graphics & Visual Computing, 2018

Multi-dimensional Connectionist Classification: Reading Text in One Step.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Deep Learning Parametrization for B-Spline Curve Approximation.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
Evaluation of features for SVM-based classification of geometric primitives in point clouds.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

2016
Adaptive mixed norm optical flow estimation.
CoRR, 2016

Wahrnehmungsorientierte optische Inspektion von texturierten Oberflächen.
Proceedings of the 46. Jahrestagung der Gesellschaft für Informatik, 2016

Increasing Robustness of Handwriting Recognition Using Character N-Gram Decoding on Large Lexica.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2014
Learning Geometric Primitives in Point Clouds.
Proceedings of the 2014 Eurographics Symposium on Geometry Processing - Posters, 2014

Support Vector Machines for Classification of Geometric Primitives in Point Clouds.
Proceedings of the Curves and Surfaces, 2014

2013
Steganalysis in the Presence of Watermarked Images.
Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013

2012
Systematische Merkmalsbewertung in komplexen Ultraschallsignalen mit Lernmaschinen.
Inform. Spektrum, 2012

How to find relevant training data: A paired bootstrapping approach to blind steganalysis.
Proceedings of the 2012 IEEE International Workshop on Information Forensics and Security, 2012

2011
Volterra and Wiener series.
Scholarpedia, 2011

Hybrid Face Recognition Based on Real-Time Multi-camera Stereo-Matching.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

2010
Simple algorithmic modifications for improving blind steganalysis performance.
Proceedings of the Multimedia and Security Workshop, 2010

Single Band Statistics and Steganalysis Performance.
Proceedings of the Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010), 2010

The Influence of the Image Basis on Modeling and Steganalysis Performance.
Proceedings of the Information Hiding - 12th International Conference, 2010

2009
What a Plant Sounds Like: The Statistics of Vegetation Echoes as Received by Echolocating Bats.
PLoS Comput. Biol., 2009

The Voice of Bats: How Greater Mouse-eared Bats Recognize Individuals Based on Their Echolocation Calls.
PLoS Comput. Biol., 2009

2008
A Robot System for Biomimetic Navigation - From Snapshots to Metric Embeddings of View Graphs.
Proceedings of the Robotics and Cognitive Approaches to Spatial Mapping, 2008

Plant Classification from Bat-Like Echolocation Signals.
PLoS Comput. Biol., 2008

2007
How to Find Interesting Locations in Video: A Spatiotemporal Interest Point Detector Learned from Human Eye Movements.
Proceedings of the Pattern Recognition, 2007

2006
A Unifying View of Wiener and Volterra Theory and Polynomial Kernel Regression.
Neural Comput., 2006

A Nonparametric Approach to Bottom-Up Visual Saliency.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Learning high-order MRF priors of color images.
Proceedings of the Machine Learning, 2006

Learning an Interest Operator from Human Eye Movements.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Iterative Kernel Principal Component Analysis for Image Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

2004
Insect-Inspired Estimation of Egomotion.
Neural Comput., 2004

Face Detection - Efficient and Rank Deficient.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Implicit Wiener Series for Higher-Order Image Analysis.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Learning Depth from Stereo.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

Efficient Approximations for Support Vector Machines in Object Detection.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

Semi-supervised Kernel Regression Using Whitened Function Classes.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

Multivariate Regression via Stiefel Manifold Constraints.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2002
Linear Combinations of Optic Flow Vectors for Estimating Self-Motion - a Real-World Test of a Neural Model.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Insect-Inspired Estimation of Self-Motion.
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002

2000
Biomimetic robot navigation.
Robotics Auton. Syst., 2000

Wide-field, motion-sensitive neurons and matched filters for optic flow fields.
Biol. Cybern., 2000

1999
Minimalistic visual navigation = Minimalistische visuelle Navigation.
PhD thesis, 1999

On robots and flies: Modeling the visual orientation behavior of flies.
Robotics Auton. Syst., 1999

Recognition-Triggered Response and the View-Graph Approach to Spatial Cognition.
Proceedings of the Spatial Information Theory: Cognitive and Computational Foundations of Geographic Information Science, 1999

1998
Where did I take that snapshot? Scene-based homing by image matching.
Biol. Cybern., 1998

Learning View Graphs for Robot Navigation.
Auton. Robots, 1998

Navigation in real and virtual environments: Judging orientation and distance in a large-scale landscape.
Proceedings of the 4th Eurographics Workshop on Virtual Environments, 1998

Navigation mit Schnappschüssen.
Proceedings of the Mustererkennung 1998, 20. DAGM-Symposium, Stuttgart, 29. September, 1998

1997
The View-Graph Approach to Visual Navigation and Spatial Memory.
Proceedings of the Artificial Neural Networks, 1997

Learning View Graphs for Robot Navigation.
Proceedings of the First International Conference on Autonomous Agents, 1997


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