Julian Eggert

Sven Rebhan

Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

System approach for multi-purpose representations of traffic scene elements.

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[DOI]

Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

A probabilistic method for hierarchical 2D-3D tracking.

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[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Layered Motion Segmentation with a Competitive Recurrent Network.

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[DOI]

Joerg Deigmoeller

Proceedings of the Artificial Neural Networks, 2010

Binary Sparse Coding.

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[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Exploiting hierarchical prediction structures for mixed 2d-3d tracking.

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[DOI]

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Adaptive velocity tuning for visual motion estimation.

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[DOI]

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Figure-ground Segmentation using Metrics Adaptation in Level Set Methods.

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[DOI]

Alexander Denecke

Irene Ayllón Clemente

Heiko Wersing

Jochen Jakob Steil

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Evaluation of Direct Plane Fitting for Depth and Parameter Estimation.

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[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

A Two-Stage Correlation Method for Stereoscopic Depth Estimation.

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[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009

Approaches and Challenges for Cognitive Vision Systems.

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[DOI]

Heiko Wersing

Proceedings of the Creating Brain-Like Intelligence: From Basic Principles to Complex Intelligent Systems, 2009

Experimental Evaluation of Approaches for Long Term Prediction of Human Movement Trajectories.

[BibT_eX]

[DOI]

Aust. J. Intell. Inf. Process. Syst., 2009

Prediction and Classification of Motion Trajectories Using Spatio-Temporal NMF.

[BibT_eX]

[DOI]

Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Level-set segmentation with contour based object representation.

[BibT_eX]

[DOI]

Daniel Weiler

Florian Röhrbein

Proceedings of the International Joint Conference on Neural Networks, 2009

Child-friendly divorcing: Incremental hierarchy learning in Bayesian networks.

[BibT_eX]

[DOI]

Florian Röhrbein

Proceedings of the International Joint Conference on Neural Networks, 2009

Robust Tracking by Means of Template Adaptation with Drift Correction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision Systems, 2009

Demand-Driven Visual Information Acquisition.

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[DOI]

Sven Rebhan

Andreas Richter

Proceedings of the Computer Vision Systems, 2009

A stochastic dynamical system for optical flow estimation.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Tracking with Multiple Prediction Models.

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[DOI]

Proceedings of the Artificial Neural Networks, 2009

Basis Decomposition of Motion Trajectories Using Spatio-temporal NMF.

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[DOI]

Proceedings of the Artificial Neural Networks, 2009

2008

Estimating Object Proper Motion Using Optical Flow, Kinematics, and Depth Information.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2008

Attention Modulation Using Short- and Long-Term Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Tracking with Depth-from-Size.

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[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Incremental Learning in the Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Sven Rebhan

Waqas Sharif

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Time Series Analysis for Long Term Prediction of Human Movement Trajectories.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Probabilistic Exploitation of the Lucas and Kanade Smoothness Constraint.

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[DOI]

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

A Probabilistic Prediction Method for Object Contour Tracking.

[BibT_eX]

[DOI]

Daniel Weiler

Proceedings of the Artificial Neural Networks, 2008

Echo State Networks for Online Prediction of Movement Data - Comparing Investigations.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Probabilistic Optical Flow Estimation for Large Pixel Displacements Utilizing Egomotion Flow Compensation.

[BibT_eX]

[DOI]

Jens Schmüdderich

Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007

A Probabilistic Method for Motion Pattern Segmentation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

A Cortex-Inspired Neural-Symbolic Network for Knowledge Representation.

[BibT_eX]

[DOI]

Florian Röhrbein

Proceedings of the 3rd International Workshop on Neural-Symbolic Learning and Reasoning, 2007

Multi-dimensional Histogram-Based Image Segmentation.

[BibT_eX]

[DOI]

Daniel Weiler

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Walking Appearance Manifolds without Falling Off.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Uncertainty optimization for robust dynamic optical flow estimation.

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[DOI]

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Sparse and Transformation-Invariant Hierarchical NMF.

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[DOI]

Proceedings of the Artificial Neural Networks, 2007

Template Matching for Large Transformations.

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[DOI]

Proceedings of the Artificial Neural Networks, 2007

2006

A Probabilistic Model for Binaural Sound Localization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2006

Non-Gaussian velocity distributions integrated over space, time, and scales.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2006

Integrated Research and Development Environment for Real-Time Distributed Embodied Intelligent Systems.

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[DOI]

Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

2005

Learning viewpoint invariant object representations using a temporal coherence principle.

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[DOI]

Biol. Cybern., 2005

Short Term Memory and Pattern Matching with Simple Echo State Networks.

[BibT_eX]

[DOI]

Georg Fette

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

Probabilistic Color Optical Flow.

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[DOI]

Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

2004

Building a Motion Resolution Pyramid by Combining Velocity Distributions.

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[DOI]

Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2003

Sparse Coding with Invariance Constraints.

[BibT_eX]

[DOI]

Heiko Wersing

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002

Non-negative matrix factorization extended by sparse code shrinkage and weight sparsification non-negative matrix factorization algorithms.

[BibT_eX]

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2001

Modeling Neuronal Assemblies: Theory and Implementation.

[BibT_eX]

[DOI]

J. Leo van Hemmen

Neural Comput., 2001

Fast dynamic organization without short-term synaptic plasticity: A new view on Hebb's dynamical assemblies.

[BibT_eX]

[DOI]

Berthold Bäuml

J. Leo van Hemmen

Neurocomputing, 2001

Exact differential equation population dynamics for integrate-and-fire neurons.

[BibT_eX]

[DOI]

Berthold Bäuml

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

1997

Derivation of Pool Dynamics from Microscopic Neuronal Models.

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[DOI]