2018
Unsupervised construction of human body models.
Cogn. Syst. Res., 2018
Self-Improving System Integration - Status and Challenges after Five Years of SISSY.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018
2017
Unsupervised Construction of Human Body Models Using Principles of Organic Computing.
CoRR, 2017
Cue Integration by Similarity Rank List Coding - Application to Invariant Object Recognition.
Proceedings of the 2nd IEEE International Workshops on Foundations and Applications of Self* Systems, 2017
2016
Phase based forgery detection of JPEG anti forensics.
Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016
An Organic Computing Perspective on Self-Improving System Interweaving at Runtime.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016
2015
Reconstruction of images from Gabor graphs with applications in facial image processing.
Int. J. Wavelets Multiresolution Inf. Process., 2015
Phase based detection of JPEG counter forensics.
Proceedings of the 2015 IEEE International Conference on Electronics, 2015
A smartphone-controlled autonomous robot.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015
2014
Elastic Bunch Graph Matching.
Scholarpedia, 2014
Learning invariant object recognition from temporal correlation in a hierarchical network.
Neural Networks, 2014
Interwoven Systems: Self-Improving Systems Integration.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2014
"Self-Improving System Integration" - Preface for the SISSY14 Workshop.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2014
Online Learning of Invariant Object Recognition in a Hierarchical Neural Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
2012
Lernen situationsunabhängiger Personenerkennung.
Inform. Spektrum, 2012
Fast Nearest Neighbor Search in Pseudosemimetric Spaces.
Proceedings of the VISAPP 2012, 2012
Face Recognition with Disparity Corrected Gabor Phase Differences.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Unsupervised learning of face detection models from unlabeled image streams.
Proceedings of the 2012 BIOSIG, 2012
2011
Autonomous learning of a human body model.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Learning to Look at Humans.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011
2010
Editorial: Special issue on organic computing.
ACM Trans. Auton. Adapt. Syst., 2010
Evolutionary optimization of growing neural gas parameters for object categorization and recognition.
Proceedings of the International Joint Conference on Neural Networks, 2010
Learning Generic Human Body Models.
Proceedings of the Articulated Motion and Deformable Objects, 6th International Conference, 2010
2009
Combining Feature- and Correspondence-Based Methods for Visual Object Recognition.
Neural Comput., 2009
Face Detection and Recognition Using Maximum Likelihood Classifiers on Gabor Graphs.
Int. J. Pattern Recognit. Artif. Intell., 2009
Using Growing Neural Gas Networks to Represent Visual Object Knowledge.
Proceedings of the ICTAI 2009, 2009
Unsupervised learning of human body parts from video footage.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
Learning from Examples to Generalize over Pose and Illumination.
Proceedings of the Artificial Neural Networks, 2009
2008
Feature-Driven Emergence of Model Graphs for Object Recognition and Categorization.
Proceedings of the Applied Pattern Recognition, 2008
Image Segmentation by a Network of Cortical Macrocolumns with Learned Connection Weights.
Proceedings of the Biologically-Inspired Collaborative Computing, 2008
08141 Executive Summary - Organic Computing - Controlled Self-organization.
Proceedings of the Organic Computing - Controlled Self-organization, 30.03. - 04.04.2008, 2008
08141 Abstracts Collection - Organic Computing - Controlled Self-organization.
Proceedings of the Organic Computing - Controlled Self-organization, 30.03. - 04.04.2008, 2008
Learning to Look at Humans - What Are the Parts of a Moving Body?.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008
Self-organized Evaluation of Dynamic Hand Gestures for Sign Language Recognition.
Proceedings of the Organic Computing, 2008
Organic Computing for Image Understanding and Robotics.
Universität Bochum, 2008
2007
Similarity Rank Correlation for Face Recognition Under Unenrolled Pose.
Proceedings of the Advances in Biometrics, International Conference, 2007
Organic Computing for Video Analysis.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007
2006
A sensor for dynamic tactile information with applications in human-robot interaction and object exploration.
Robotics Auton. Syst., 2006
A sequence-encoding neural network for face recognition.
Proceedings of the 14th European Symposium on 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
06031 Abstracts Collection -- Organic Computing -- Controlled Emergence.
Proceedings of the Organic Computing - Controlled Emergence, 15.01. - 20.01.2006, 2006
06031 Executive Summary -- Organic Computing -- Controlled Emergence.
Proceedings of the Organic Computing - Controlled Emergence, 15.01. - 20.01.2006, 2006
2005
Organic Computing Methods for Face Recognition.
it Inf. Technol., 2005
A Flexible Object Model for Recognising and Synthesising Facial Expressions.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005
2004
Image Representation by Complex Cell Responses.
Neural Comput., 2004
Fast Object and Pose Recognition Through Minimum Entropy Coding.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Face Authentication Test on the BANCA Database.
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Proceedings of the 17th International Conference on Pattern Recognition, 2004
Organic Computing for face and object recognition.
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004
Communicating Agents Architecture with Applications in Multimodal Human Computer Interaction.
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004
2003
Learning the Gestalt Rule of Collinearity from Object Motion.
Neural Comput., 2003
4th Workshop on Dynamic Perception.
Künstliche Intell., 2003
Extraction And Matching Of Symbolic Contour Graphs.
Int. J. Pattern Recognit. Artif. Intell., 2003
2002
Macrocolumns as Decision Units.
Proceedings of the 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
2000
Corner detection in color images through a multiscale combination of end-stopped cortical cells.
Image Vis. Comput., 2000
Vision and Touch for Grasping.
Proceedings of the Sensor Based Intelligent Robots, 2000
1999
On the performance of neuronal matching algorithms.
Neural Networks, 1999
GripSee: A Gesture-Controlled Robot for Object Perception and Manipulation.
Auton. Robots, 1999
An integrated object representation for recognition and grasping.
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999
1998
Extracting Symbols from the Environment - The Concept of Correspondence-Based Object Recognition.
Proceedings of the Informatik '98, 1998
Object Recognition by Matching Symbolic Edge Graphs.
Proceedings of the Computer Vision, 1998
1997
Object Recognition Robust Under Translations, Deformations, and Changes in Background.
IEEE Trans. Pattern Anal. Mach. Intell., 1997
Corner Detection in Color Images by Multiscale Combination of End-Stopped Cortical Cells.
Proceedings of the Artificial Neural Networks, 1997
Neuronal theories and technical systems for face recognition.
Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997
Tracking Facial Feature Points with Gabor Wavelets and Shape Models.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997
1996
How Fast can Neuronal Algorithms Match Patterns.
Proceedings of the Artificial Neural Networks, 1996
1995
Multilayer dynamic link networks for establishing image point correspondences and visual object recognition.
PhD thesis, 1995
Background Invariant Face Recognition.
Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995
1993
Distortion Invariant Object Recognition in the Dynamic Link Architecture.
IEEE Trans. Computers, 1993
1991
Bilderkennung mit dynamischen Neuronennetzen.
Proceedings of the Verteilte Künstliche Intelligenz und kooperatives Arbeiten, 1991