Heiko Neumann
Orcid: 0000-0001-7687-5792Affiliations:
- University of Ulm, Germany
According to our database1,
Heiko Neumann
authored at least 164 papers
between 1981 and 2024.
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Bibliography
2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
Corrigendum to "Defining gaze patterns for process model literacy - Exploring visual routines in process models with diverse mappings" [Expert Syst. Appl. 213 (2023) 119217].
Expert Syst. Appl., April, 2023
Listen to the Brain-Auditory Sound Source Localization in Neuromorphic Computing Architectures.
Sensors, 2023
Shape-selective processing in deep networks: integrating the evidence on perceptual integration.
Frontiers Comput. Sci., 2023
Defining gaze patterns for process model literacy - Exploring visual routines in process models with diverse mappings.
Expert Syst. Appl., 2023
IEEE Access, 2023
2022
Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression.
CoRR, 2022
Efficient and Robust Training of Dense Object Nets for Multi-Object Robot Manipulation.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Learning Dense Visual Descriptors using Image Augmentations for Robot Manipulation Tasks.
Proceedings of the Conference on Robot Learning, 2022
2021
IEEE Trans. Affect. Comput., 2021
Brain-inspired Visual-Auditory Integration Yielding Near Optimal Performance - Modelling and Neuromorphic Algorithms.
ERCIM News, 2021
A perceptually optimised bivariate visualisation scheme for high-dimensional fold-change data.
Adv. Data Anal. Classif., 2021
How Healthcare Professionals Comprehend Process Models - An Empirical Eye Tracking Analysis.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
2020
PLoS Comput. Biol., 2020
From Near-Optimal Bayesian Integration to Neuromorphic Hardware: A Neural Network Model of Multisensory Integration.
Frontiers Neurorobotics, 2020
Comput. Graph. Forum, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020
Proceedings of the 8th International Conference on 3D Vision, 2020
2019
Motion Integration and Disambiguation by Spiking V1-MT-MSTl Feedforward-Feedback Interaction.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Multim. Tools Appl., 2018
Training De-Confusion: An Interactive, Network-Supported Visual Analysis System for Resolving Errors in Image Classification Training Data.
CoRR, 2018
Contrast Detection in Event-Streams from Dynamic Vision Sensors with Fixational Eye Movements.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Utilizing the Capabilities Offered by Eye-Tracking to Foster Novices' Comprehension of Business Process Models.
Proceedings of the Cognitive Computing - ICCC 2018, 2018
An Empirical Study Towards Understanding How Deep Convolutional Nets Recognize Falls.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
2017
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017
Real-Time Biologically Inspired Action Recognition from Key Poses Using a Neuromorphic Architecture.
Frontiers Neurorobotics, 2017
Continuous activity understanding based on accumulative pose-context visual patterns.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Visual Confusion Recognition in Movement Patterns from Walking Path and Motion Energy.
Proceedings of the Enhanced Quality of Life and Smart Living, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the International Conference on Companion Technology, 2017
2016
Bio-inspired computer vision: Towards a synergistic approach of artificial and biological vision.
Comput. Vis. Image Underst., 2016
Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016
The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System.
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2016
2015
PLoS Comput. Biol., 2015
Beyond Simple and Complex Neurons: Towards Intermediate-level Representations of Shapes and Objects.
Künstliche Intell., 2015
Embodied learning of a generative neural model for biological motion perception and inference.
Frontiers Comput. Neurosci., 2015
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2015
Proceedings of the VISAPP 2015, 2015
Towards the Separation of Rigid and Non-rigid Motions for Facial Expression Analysis.
Proceedings of the 2015 International Conference on Intelligent Environments, 2015
Visual Processing in Cortical Architecture from Neuroscience to Neuromorphic Computing.
Proceedings of the Brain-Inspired Computing - Second International Workshop, 2015
Towards a mesoscopic-level canonical circuit definition for visual cortical processing.
Proceedings of the BICT 2015, 2015
Proceedings of the BICT 2015, 2015
2014
Top. Cogn. Sci., 2014
Interaction of feedforward and feedback streams in visual cortex in a firing-rate model of columnar computations.
Neural Networks, 2014
Computing with a Canonical Neural Circuits Model with Pool Normalization and Modulating Feedback.
Neural Comput., 2014
Hierarchical representation of shapes in visual cortex - from localized features to figural shape segregation.
Frontiers Comput. Neurosci., 2014
uulmMAD - A Human Action Recognition Dataset for Ground-Truth Evaluation and Investigation of View Invariances.
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2014
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014
Proceedings of the Intelligent Autonomous Systems 13, 2014
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014
Proceedings of the 8th International Conference on Bio-inspired Information and Communications Technologies, 2014
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014
2013
A Bio-Inspired, Computational Model Suggests Velocity Gradients of Optic Flow Locally Encode Ordinal Depth at Surface Borders and Globally They Encode Self-Motion.
Neural Comput., 2013
A Biologically Inspired Model for the Detection of External and Internal Head Motions.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013
2012
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
J. Multimodal User Interfaces, 2012
Comput. Vis. Image Underst., 2012
An audiovisual political speech analysis incorporating eye-tracking and perception data.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
The Combination of HMAX and HOGs in an Attention Guided Framework for Object Localization.
Proceedings of the ICPRAM 2012, 2012
The Brain's Sequential Parallelism: Perceptual Decision-Making and Early Sensory Responses.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Learning Representations for Animated Motion Sequence and Implied Motion Recognition.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Neural Mechanisms for Form and Motion Detection and Integration: Biology Meets Machine Vision.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
2011
A Model of Motion Transparency Processing with Local Center-Surround Interactions and Feedback.
Neural Comput., 2011
Neural Mechanisms of Motion Detection, Integration, and Segregation: From Biology to Artificial Image Processing Systems.
EURASIP J. Adv. Signal Process., 2011
TimeLapseAnalyzer: Multi-target analysis for live-cell imaging and time-lapse microscopy.
Comput. Methods Programs Biomed., 2011
Robust Stereoscopic Head Pose Estimation in Human-Computer Interaction and a Unified Evaluation Framework.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
Proceedings of the 4th International Conference on Imaging for Crime Detection and Prevention, 2011
Mechanisms of Adaptive Spatial Integration in a Neural Model of Cortical Motion Processing.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011
Proceedings of the Affective Computing and Intelligent Interaction, 2011
2010
A neural model of the temporal dynamics of figure-ground segregation in motion perception.
Neural Networks, 2010
Integration of geometric and dynamic features for facial expression recognition in color image sequences.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010
Proceedings of the Bio-Inspired Models of Network, Information, and Computing Systems, 2010
2009
Proceedings of the Pattern Recognition, 2009
2008
Globally consistent depth sorting of overlapping 2D surfaces in a model using local recurrent interactions.
Biol. Cybern., 2008
Biol. Cybern., 2008
Biologically Inspired Attentive Motion Analysis for Video Surveillance.
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 neuroinspired cognitive behavioral control architecture for visually driven mobile robotics.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2008
Proceedings of the Perception in Multimodal Dialogue Systems, 2008
Proceedings of the International Conference on Language Resources and Evaluation, 2008
2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
A computational model to link psychophysics and cortical cell activation patterns in human texture processing.
J. Comput. Neurosci., 2007
Int. J. Comput. Vis., 2007
Proceedings of the Artificial Neural Networks, 2007
Integration of Multiple Temporal and Spatial Scales for Robust Optic Flow Estimation in a Biologically Inspired Algorithm.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007
2006
ACM Trans. Appl. Percept., 2006
Proceedings of the Perception and Interactive Technologies, 2006
Proceedings of the Perception and Interactive Technologies, 2006
Proceedings of the Perception and Interactive Technologies, 2006
Wizard-of-Oz Data Collection for Perception and Interaction in Multi-User Environments.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006
Optic Flow Integration at Multiple Spatial Frequencies - Neural Mechanism and Algorithm.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006
2005
Recovering real-world images from single-scale boundaries with a novel filling-in architecture.
Neural Networks, 2005
Proceedings of the 2nd Symposium on Applied Perception in Graphics and Visualization, 2005
Proceedings of the Autonome Mobile Systeme 2005, 2005
2004
Neural Networks, 2004
Neural Comput., 2004
Proceedings of the Computer Vision, 2004
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004
Proceedings of the Affective Dialogue Systems, Tutorial and Research Workshop, 2004
2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
Morphological Scale-Space Decomposition for Segmenting the Ventricular Structure in Cardiac MR Images.
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003
2002
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002
Neural Mechanisms of Visual Flow Integration and Segregation - Insights from the Pinna-Brelstaff Illusion and Variations of It.
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002
2001
Proceedings of the Emergent Neural Computational Architectures Based on Neuroscience, 2001
Proceedings of the Emergent Neural Computational Architectures Based on Neuroscience, 2001
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001
2000
A simple cell model with dominating opponent inhibition for robust contrast detection.
Kognitionswissenschaft, 2000
Proceedings of the Biologically Motivated Computer Vision, 2000
1999
Ortsvariantes aktives Sehen: Von biologisches Motivation zu technisches Realisation.
Künstliche Intell., 1999
Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999
Proceedings of the Mustererkennung 1999, 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
A neural architecture of brightness perception: non-linear contrast detection and geometry-driven diffusion.
Image Vis. Comput., 1998
Robot navigation by combining central and peripheral optical flow detection on a space-variant map.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Real-time monocular fixation control using the log-polar transformation and a confidence-based similarity measure.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Ortsvariante Karte als effektives Datenformat zur Integration visueller Navigationsaufgaben.
Proceedings of the Mustererkennung 1998, 20. DAGM-Symposium, Stuttgart, 29. September, 1998
Proceedings of the Mustererkennung 1998, 20. DAGM-Symposium, Stuttgart, 29. September, 1998
1997
A Biological Neural Network of Visual Cell Responses: Static and Motion Processing.
J. Braz. Comput. Soc., 1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
1996
Neural Networks, 1996
Nonlinear interaction of ON and OFF data streams for the detection of visual structure.
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Proceedings of the Artificial Neural Networks, 1996
Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996
Proceedings of the Mustererkennung 1996, 1996
Proceedings of the Mustererkennung 1996, 1996
1995
Neuroinformatische Modellbildung zur visuellen Informationsverarbeitung.
Künstliche Intell., 1995
1994
1993
On Ramp-Edge Preserving Weak Membrane Reconstruction of Smooth Intensity Functions from 2-D Computed Tomograms.
Proceedings of the Mustererkennung 1993, 1993
A Neural Architecture for Emergent Visual Contrast, Brightness, and Space Perception.
Proceedings of the Mustererkennung 1993, 1993
1992
KIFS '92, ein Rückblick.
Künstliche Intell., 1992
Local stereoscopic depth estimation using ocular stripe maps.
Proceedings of the Theoretical Foundations of Computer Vision, 1992
Finding and describing local structure in discrete two-dimensional computed tomograms.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
1991
Proceedings of the Mustererkennung 1991, 1991
1989
A Competitive/Cooperative (Artificial Neutral) Network Approach to the Extraction of N-th Order Edge Junctions.
Proceedings of the Mustererkennung 1989, 1989
On the Capacity of Quantitative Computational Shape Recovery from Local Shading Information.
Proceedings of the Mustererkennung 1989, 1989
Proceedings of the Mustererkennung 1989, 1989
1988
Theoretische Untersuchungen zur Extraktion monokularer Tiefenhinweise (Konturen und Schattierung) und ihre partielle methodische Evaluierung in einem rechnergestützten Perzeptionslabor.
PhD thesis, 1988
Extraction of Image Domain Primitives with a Network of Competitive/Cooperative Processes.
Proceedings of the Künstliche Intelligenz, 1988
1981
Proceedings of the Modelle und Strukturen, 1981