Ralf Möller

Orcid: 0000-0001-7389-3696

Affiliations:
  • Universität Bielefeld, Germany


According to our database1, Ralf Möller authored at least 52 papers between 1995 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Adaptive local Principal Component Analysis improves the clustering of high-dimensional data.
Pattern Recognit., February, 2024

A Lagrange-Newton Approach to Smoothing-and-Mapping.
CoRR, 2024

2023
Tilt Correction of Panoramic Images for a Holistic Visual Homing Method with Planar-Motion Assumption.
Robotics, February, 2023

2022
Derivation of Learning Rules for Coupled Principal Component Analysis in a Lagrange-Newton Framework.
CoRR, 2022

2020
Improved Convergence Speed of Fully Symmetric Learning Rules for Principal Component Analysis.
CoRR, 2020

Derivation of Symmetric PCA Learning Rules from a Novel Objective Function.
CoRR, 2020

Derivation of Coupled PCA and SVD Learning Rules from a Newton Zero-Finding Framework.
CoRR, 2020

2019
Adaptive Dimensionality Adjustment for Online "Principal Component Analysis".
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

2017
Visual Place Recognition for Autonomous Mobile Robots.
Robotics, 2017

Cloud-Edge Suppression for Visual Outdoor Navigation.
Robotics, 2017

Comparing holistic and feature-based visual methods for estimating the relative pose of mobile robots.
Robotics Auton. Syst., 2017

Comparing parallel hardware architectures for visually guided robot navigation.
Concurr. Comput. Pract. Exp., 2017

2016
Spectral Skyline Separation: Extended Landmark Databases and Panoramic Imaging.
Sensors, 2016

Detecting Affordances by Visuomotor Simulation.
CoRR, 2016

2014
Illumination Tolerance for Visual Navigation with the Holistic Min-Warping Method.
Robotics, 2014

2013
Cleaning robot navigation using panoramic views and particle clouds as landmarks.
Robotics Auton. Syst., 2013

Dense topological maps and partial pose estimation for visual control of an autonomous cleaning robot.
Robotics Auton. Syst., 2013

Solving the correspondence problem in stereo vision by internal simulation.
Adapt. Behav., 2013

2012
Erratum to: Saccadic flight strategy facilitates collision avoidance: closed-loop simulation of a cyberfly.
Biol. Cybern., 2012

2011
Contrast-Independent Biologically Inspired Motion Detection.
Sensors, 2011

Parsimonious loop-closure detection based on global image-descriptors of panoramic images.
Proceedings of the 15th International Conference on Advanced Robotics: New Boundaries for Robotics, 2011

2010
Coupled Singular Value Decomposition of a Cross-Covariance Matrix.
Int. J. Neural Syst., 2010

Three 2D-warping schemes for visual robot navigation.
Auton. Robots, 2010

Adaptive learning rate control for "neural gas principal component analysis".
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Distance functions for local PCA methods.
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009
Local visual homing by warping of two-dimensional images.
Robotics Auton. Syst., 2009

A Vision-Based Trajectory Controller for Autonomous Cleaning Robots.
Proceedings of the Autonome Mobile Systeme 2009, 2009

2008
Bootstrapping Cognition from Behavior - A Computerized Thought Experiment.
Cogn. Sci., 2008

Saccadic flight strategy facilitates collision avoidance: closed-loop performance of a cyberfly.
Biol. Cybern., 2008

Combining neural networks and optimization techniques for visuokinesthetic prediction and motor planning.
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007
Biomimetic whiskers for shape recognition.
Robotics Auton. Syst., 2007

Visual homing in environments with anisotropic landmark distribution.
Auton. Robots, 2007

An Insect-Inspired Active Vision Approach for Orientation Estimation with Panoramic Images.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

2006
Learning Strategies for Saccade Control.
Künstliche Intell., 2006

First-order approximation of Gram-Schmidt orthonormalization beats deflation in coupled PCA learning rules.
Neurocomputing, 2006

Local visual homing by matched-filter descent in image distances.
Biol. Cybern., 2006

Training and Application of a Visual Forward Model for a Robot Camera Head.
Proceedings of the Anticipatory Behavior in Adaptive Learning Systems, 2006

2005
Biologically plausible visual homing methods based on optical flow techniques.
Connect. Sci., 2005

Learning visuomotor transformations for gaze-control and grasping.
Biol. Cybern., 2005

2004
Coupled principal component analysis.
IEEE Trans. Neural Networks, 2004

An extension of neural gas to local PCA.
Neurocomputing, 2004

A Self-Stabilizing Learning Rule for Minor Component Analysis.
Int. J. Neural Syst., 2004

2003
Unsupervised Learning of a Kinematic Arm Model.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002
Interlocking of learning and orthonormalization in RRLSA.
Neurocomputing, 2002

2000
A mobile robot employing insect strategies for navigation.
Robotics Auton. Syst., 2000

Insect visual homing strategies in a robot with analog processing.
Biol. Cybern., 2000

1999
Path planning using hardware time delays.
IEEE Trans. Robotics Autom., 1999

A neural model of landmark navigation in insects.
Neurocomputing, 1999

Visual Homing in Analog Hardware.
Int. J. Neural Syst., 1999

1996
Simulation of Cortex-Like Neural Networks on a CNAPS SIMD Neurocomputer.
Neural Process. Lett., 1996

1995
A strong winner-take-all model based on integration of potential differences.
Neural Process. Lett., 1995

Possible Functional Roles of the Bipartite Dendrites of Pyramidal Cells.
Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995


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