Christoph von der Malsburg

Affiliations:
  • Goethe University of Frankfurt, Frankfurt Institute for Advanced Studies (FIAS)
  • Ruhr University of Bochum, Institute for Neural Computation


According to our database1, Christoph von der Malsburg authored at least 94 papers between 1988 and 2022.

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

Timeline

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Bibliography

2022
A Theory of Natural Intelligence.
CoRR, 2022

2021
Toward understanding the neural code of the brain.
Biol. Cybern., 2021

2018
Handwritten Digit Recognition by Elastic Matching.
J. Comput., 2018

Die Geschichte unserer Geburt.
Inform. Spektrum, 2018

2015
Self-Organization of Control Circuits for Invariant Fiber Projections.
Neural Comput., 2015

2014
A Vision Architecture.
Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014

2011
Self-Organization of Topographic Bilinear Networks for Invariant Recognition.
Neural Comput., 2011

A Gabor Wavelet Pyramid-Based Object Detection Algorithm.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

2010
Dynamic link models for global decision making with binding-by-synchrony.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Off-line memory reprocessing following on-line unsupervised learning strongly improves recognition performance in a hierarchical visual memory.
Proceedings of the International Joint Conference on Neural Networks, 2010

Visual Object Detection by Specifying the Scale and Rotation Transformations.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Self-Organization of Steerable Topographic Mappings as Basis for Translation Invariance.
Proceedings of the Artificial Neural Networks, 2010

A Bilinear Model for Consistent Topographic Representations.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009
Experience-driven formation of parts-based representations in a model of layered visual memory.
Frontiers Comput. Neurosci., 2009

2008
Feature-Driven Emergence of Model Graphs for Object Recognition and Categorization.
Proceedings of the Applied Pattern Recognition, 2008

Face Recognition and Pose Estimation with Parametric Linear Subspaces.
Proceedings of the Applied Pattern Recognition, 2008

Figure-Ground Separation by Cue Integration.
Neural Comput., 2008

Rapid Convergence to Feature Layer Correspondences.
Neural Comput., 2008

Invariant Face Recognitionin a Network of Cortical Columns.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

A Visual Object Recognition System Invariant to Scale and Rotation.
Proceedings of the Artificial Neural Networks, 2008

The Organic Future of Information Technology.
Proceedings of the Organic Computing, 2008

Self-organized Evaluation of Dynamic Hand Gestures for Sign Language Recognition.
Proceedings of the Organic Computing, 2008

2007
What Is the Optimal Architecture for Visual Information Routing?
Neural Comput., 2007

Glial cells for information routing?
Cogn. Syst. Res., 2007

A Bayesian Algorithm for Motion and Structure Estimation from Image Sequences.
Proceedings of the International Joint Conference on Neural Networks, 2007

Dynamic Link Matching between Feature Columns for Different Scale and Orientation.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

A Marker-Based Model for the Ontogenesis of Routing Circuits.
Proceedings of the Artificial Neural Networks, 2007

Derivation of nonlinear amplitude equations for the normal modes of a self-organizing system.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006
Analysis of Cluttered Scenes Using an Elastic Matching Approach for Stereo Images.
Neural Comput., 2006

Associative memory of connectivity patterns.
Neurocomputing, 2006

Rapid Correspondence Finding in Networks of Cortical Columns.
Proceedings of the Artificial Neural Networks, 2006

Feature-driven Emergence of Model Graphs for Object Recognition and Categorization.
Proceedings of the Organic Computing - Controlled Emergence, 15.01. - 20.01.2006, 2006

2005
Self-organized figure-ground segmentation by multiple-cue integration.
Proceedings of the Signal and Image Processing (SIP 2005), 2005

Organisches Rechnen - Revolution der Informatik.
Proceedings of the 35. Jahrestagung der Gesellschaft für Informatik, 2005

Strategies and Benefits of Fusion of 2D and 3D Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

A Flexible Object Model for Recognising and Synthesising Facial Expressions.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

2004
Maplets for correspondence-based object recognition.
Neural Networks, 2004

Image Representation by Complex Cell Responses.
Neural Comput., 2004

Rapid Processing and Unsupervised Learning in a Model of the Cortical Macrocolumn.
Neural Comput., 2004

Organic Computing.
Inform. Spektrum, 2004


Vision as an Exercise in Organic Computing.
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004

2003
Learning the Gestalt Rule of Collinearity from Object Motion.
Neural Comput., 2003

Learning control units for invariant recognition.
Neurocomputing, 2003

2002
Classification of hand postures against complex backgrounds using elastic graph matching.
Image Vis. Comput., 2002

How to measure the pose robustness of object views.
Image Vis. Comput., 2002

Synapto-synaptic interactions speed up dynamic link matching.
Neurocomputing, 2002

Macrocolumns as Decision Units.
Proceedings of the Artificial Neural Networks, 2002

Pose-Invariant Face Recognition with Parametric Linear Subspaces.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Learning sparse representations of three-dimensional objects.
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

Learning the Topology of Object Views.
Proceedings of the Computer Vision, 2002

Image Reconstruction from Gabor Magnitudes.
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002

1-Click Learning of Object Models for Recognition.
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002

2001
A System for Person-Independent Hand Posture Recognition against Complex Backgrounds.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Democratic Integration: Self-Organized Integration of Adaptive Cues.
Neural Comput., 2001

Analysis and Synthesis of Human Faces with Pose Variations by a Parametric Piecewise Linear Subspace Method.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

View Reconstruction by Linear Combination of Sample Views.
Proceedings of the British Machine Vision Conference 2001, 2001

2000
Face recognition by statistical analysis of feature detectors.
Image Vis. Comput., 2000

Self-Organized Integration of Adaptive Visual Cues for Face Tracking.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Analysis and Synthesis of Pose Variations of Human Faces by a Linear PCMAP Model and its Application for Pose-Invariant Face Recognition System.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Pose-Independent Object Representation by 2-D Views.
Proceedings of the Biologically Motivated Computer Vision, 2000

1999
Are object shape primitives learnable?
Neurocomputing, 1999

GripSee: A Gesture-Controlled Robot for Object Perception and Manipulation.
Auton. Robots, 1999

Automatic video indexing with incremental gallery creation: integration of recognition and knowledge acquisition.
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999

Towards Imitation Learning of Grasping Movements by an Autonomous Robot.
Proceedings of the Gesture-Based Communication in Human-Computer Interaction, 1999

Two Methods for Comparing Different Views of the Same Object.
Proceedings of the British Machine Vision Conference 1999, 1999

1998
Self Calibration of the Fixation Movement of a Stereo Camera Head.
Auton. Robots, 1998

Tracking of Rotating Objects.
Proceedings of the Advances in Pattern Recognition, 1998

Robotic Gesture Recognition by Cue Combination.
Proceedings of the Informatik '98, 1998

A Gesture Interface for Human-Robot-Interaction.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Online Facial Expression Recognition Based on Personalized Galleries.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

1997
Face Recognition by Elastic Bunch Graph Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Determination of face position and pose with a learned representation based on labelled graphs.
Image Vis. Comput., 1997

Development of Shape Primitives from Images of Composite Objects Represented by Complex Cells.
Proceedings of the Artificial Neural Networks, 1997

Robotic Gesture Recognition.
Proceedings of the Gesture and Sign Language in Human-Computer Interaction, 1997

1996
Recognizing Faces by Dynamic Link Matching.
NeuroImage, 1996

Binding - A Proposed Experiment and a Model.
Proceedings of the Artificial Neural Networks, 1996

Edge Information: A Confidence Based Algorithm Emphazising Continuous Curves.
Proceedings of the Artificial Neural Networks, 1996

Reconstruction from Graphs Labeled with Responses of Gabor Filters.
Proceedings of the Artificial Neural Networks, 1996

Tracking and Learning Graphs on Image Sequences of Faces.
Proceedings of the Artificial Neural Networks, 1996

Robust classification of hand postures against complex backgrounds.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Tracking and Learning Graphs and Pose on Image Sequences of Faces.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

1994
A fast dynamic link matching algorithm for invariant pattern recognition.
Neural Networks, 1994

1993
Distortion Invariant Object Recognition in the Dynamic Link Architecture.
IEEE Trans. Computers, 1993

Learning to Generalize from Single Examples in the Dynamic Link Architecture.
Neural Comput., 1993

A Neural System for the Recognition of Partially Occluded Objects in Cluttered Scenes: A Pilot Study.
Int. J. Pattern Recognit. Artif. Intell., 1993

1992
Sensory segmentation with coupled neural oscillators.
Biol. Cybern., 1992

A robust method for detecting image features with application to face recognition and motion correspondence.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

A feature based approach to face recognition.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Bilderkennung mit dynamischen Neuronennetzen.
Proceedings of the Verteilte Künstliche Intelligenz und kooperatives Arbeiten, 1991

1990
Pattern Segmentation in Associative Memory.
Neural Comput., 1990

An experimental multiprocessor system for distributed parallel computations.
Microprocessing and Microprogramming, 1990

Size and distortion invariant object recognition by hierarchical graph matching.
Proceedings of the IJCNN 1990, 1990

1988
Pattern recognition by labeled graph matching.
Neural Networks, 1988


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