Heiko Neumann

ORCID

Publication Activity (10 Years)

Years Active: 1981-2024
Publications (10 Years): 48

Top Venues

CoRR

BICT

CogSci

Frontiers Neurorobotics

University of Hamburg, Germany (PHD)

Education History

University of Hamburg, Germany

PHD

Publications

David B. Adrian, Andras Gabor Kupcsik, Markus Spies, Heiko Neumann
Cycle-Correspondence Loss: Learning Dense View-Invariant Visual Features from Unlabeled and Unordered RGB Images. CoRR (2024)
David B. Adrian, Andras Gabor Kupcsik, Markus Spies, Heiko Neumann
Cycle-Correspondence Loss: Learning Dense View-Invariant Visual Features from Unlabeled and Unordered RGB Images. ICRA (2024)
Xiao Hu, Basavaraj Hampiholi, Heiko Neumann, Jochen Lang
Temporal Context Enhanced Referring Video Object Segmentation. WACV (2024)
Christian Jarvers, Heiko Neumann
Shape-selective processing in deep networks: integrating the evidence on perceptual integration. Frontiers Comput. Sci. 5 (2023)
Daniel Schmid, Timo Oess, Heiko Neumann
Listen to the Brain-Auditory Sound Source Localization in Neuromorphic Computing Architectures. Sensors 23 (9) (2023)
Michael Winter, Heiko Neumann, Rüdiger Pryss, Thomas Probst, Manfred Reichert
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. 216 (2023)
Daniel Schmid, Christian Jarvers, Heiko Neumann
Canonical circuit computations for computer vision. Biol. Cybern. 117 (4) (2023)
Michael Winter, Heiko Neumann, Rüdiger Pryss, Thomas Probst, Manfred Reichert
Defining gaze patterns for process model literacy - Exploring visual routines in process models with diverse mappings. Expert Syst. Appl. 213 (Part) (2023)
Basavaraj Hampiholi, Christian Jarvers, Wolfgang Mader, Heiko Neumann
Convolutional Transformer Fusion Blocks for Multi-Modal Gesture Recognition. IEEE Access 11 (2023)
Christian Graf, David B. Adrian, Joshua Weil, Miroslav Gabriel, Philipp Schillinger, Markus Spies, Heiko Neumann, Andras Gabor Kupcsik
Learning Dense Visual Descriptors using Image Augmentations for Robot Manipulation Tasks. CoRL (2022)
Felix Ott, Nisha Lakshmana Raichur, David Rügamer, Tobias Feigl, Heiko Neumann, Bernd Bischl, Christopher Mutschler
Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression. CoRR (2022)
Christian Graf, David B. Adrian, Joshua Weil, Miroslav Gabriel, Philipp Schillinger, Markus Spies, Heiko Neumann, Andras G. Kupcsik
Learning Dense Visual Descriptors using Image Augmentations for Robot Manipulation Tasks. CoRR (2022)
David B. Adrian, Andras Gabor Kupcsik, Markus Spies, Heiko Neumann
Efficient and Robust Training of Dense Object Nets for Multi-Object Robot Manipulation. ICRA (2022)
David B. Adrian, Andras Gabor Kupcsik, Markus Spies, Heiko Neumann
Efficient and Robust Training of Dense Object Nets for Multi-Object Robot Manipulation. CoRR (2022)
Patrick Thiam, Viktor Kessler, Mohammadreza Amirian, Peter Bellmann, Georg Layher, Yan Zhang, Maria Velana, Sascha Gruss, Steffen Walter, Harald C. Traue, Daniel Schork, Jonghwa Kim, Elisabeth André, Heiko Neumann, Friedhelm Schwenker
Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database. IEEE Trans. Affect. Comput. 12 (3) (2021)
Timo Oess, Heiko Neumann
Brain-inspired Visual-Auditory Integration Yielding Near Optimal Performance - Modelling and Neuromorphic Algorithms. ERCIM News 2021 (125) (2021)
Michael Winter, Cynthia Bredemeyer, Manfred Reichert, Heiko Neumann, Thomas Probst, Rüdiger Pryss
How Healthcare Professionals Comprehend Process Models - An Empirical Eye Tracking Analysis. CBMS (2021)
Michael Winter, Heiko Neumann, Rüdiger Pryss, Thomas Probst, Manfred Reichert
Defining Gaze Patterns for Process Model Literacy - Exploring Visual Routines in Process Models with Diverse Mappings. CoRR (2021)
André Müller, Ludwig Lausser, Adalbert F. X. Wilhelm, Timo Ropinski, Matthias Platzer, Heiko Neumann, Hans A. Kestler
A perceptually optimised bivariate visualisation scheme for high-dimensional fold-change data. Adv. Data Anal. Classif. 15 (2) (2021)
Maximilian P. R. Löhr, Christian Jarvers, Heiko Neumann
Complex Neuron Dynamics on the IBM TrueNorth Neurosynaptic System. AICAS (2020)
Yan Zhang, Mohamed Hassan, Heiko Neumann, Michael J. Black, Siyu Tang
Generating 3D People in Scenes Without People. CVPR (2020)
Timo Oess, Marc O. Ernst, Heiko Neumann
Computational principles of neural adaptation for binaural signal integration. PLoS Comput. Biol. 16 (7) (2020)
Alex Bäuerle, Heiko Neumann, Timo Ropinski
Classifier-Guided Visual Correction of Noisy Labels for Image Classification Tasks. Comput. Graph. Forum 39 (3) (2020)
Timo Oess, Maximilian P. R. Löhr, Daniel Schmid, Marc O. Ernst, Heiko Neumann
From Near-Optimal Bayesian Integration to Neuromorphic Hardware: A Neural Network Model of Multisensory Integration. Frontiers Neurorobotics 14 (2020)
Basavaraj Hampiholi, Christian Jarvers, Wolfgang Mader, Heiko Neumann
Depthwise Separable Temporal Convolutional Network for Action Segmentation. 3DV (2020)
Timo Oess, Maximilian P. R. Löhr, Christian Jarvers, Daniel Schmid, Heiko Neumann
A Bio-Inspired Model of Sound Source Localization on Neuromorphic Hardware. AICAS (2020)
Yan Zhang, Krikamol Muandet, Qianli Ma, Heiko Neumann, Siyu Tang
Low-rank Random Tensor for Bilinear Pooling. CoRR (2019)
Maximilian P. R. Löhr, Daniel Schmid, Heiko Neumann
Motion Integration and Disambiguation by Spiking V1-MT-MSTl Feedforward-Feedback Interaction. IJCNN (2019)
Yan Zhang, Mohamed Hassan, Heiko Neumann, Michael J. Black, Siyu Tang
Generating 3D People in Scenes without People. CoRR (2019)
Yan Zhang, Siyu Tang, Krikamol Muandet, Christian Jarvers, Heiko Neumann
Local Temporal Bilinear Pooling for Fine-Grained Action Parsing. CVPR (2019)
Christian Jarvers, Daniel Schmid, Heiko Neumann
Temporal Learning of Dynamics in Complex Neuron Models using Backpropagation. IJCNN (2019)
Maximilian P. R. Löhr, Heiko Neumann
Contrast Detection in Event-Streams from Dynamic Vision Sensors with Fixational Eye Movements. ISCAS (2018)
Alex Bäuerle, Heiko Neumann, Timo Ropinski
Training De-Confusion: An Interactive, Network-Supported Visual Analysis System for Resolving Errors in Image Classification Training Data. CoRR (2018)
Yan Zhang, Heiko Neumann
An Empirical Study towards Understanding How Deep Convolutional Nets Recognize Falls. CoRR (2018)
Michael Zimoch, Rüdiger Pryss, Georg Layher, Heiko Neumann, Thomas Probst, Winfried Schlee, Manfred Reichert
Utilizing the Capabilities Offered by Eye-Tracking to Foster Novices' Comprehension of Business Process Models. ICCC (2018)
Anwar Saeed, Ayoub Al-Hamadi, Heiko Neumann
Facial point localization via neural networks in a cascade regression framework. Multim. Tools Appl. 77 (2) (2018)
Yan Zhang, Siyu Tang, Krikamol Muandet, Christian Jarvers, Heiko Neumann
Local Temporal Bilinear Pooling for Fine-grained Action Parsing. CoRR (2018)
Yan Zhang, Siyu Tang, He Sun, Heiko Neumann
Human Motion Parsing by Hierarchical Dynamic Clustering. BMVC (2018)
Yan Zhang, Heiko Neumann
An Empirical Study Towards Understanding How Deep Convolutional Nets Recognize Falls. ECCV Workshops (6) (2018)
Yan Zhang, He Sun, Siyu Tang, Heiko Neumann
Temporal Human Action Segmentation via Dynamic Clustering. CoRR (2018)
Georg Layher, Tobias Brosch, Heiko Neumann
Real-Time Biologically Inspired Action Recognition from Key Poses Using a Neuromorphic Architecture. Frontiers Neurorobotics 11 (2017)
Christian Jarvers, Heiko Neumann
Adaptive dynamic network architectures for companion systems. ICCT (2017)
Yan Zhang, Georg Layher, Heiko Neumann
Continuous activity understanding based on accumulative pose-context visual patterns. IPTA (2017)
Yan Zhang, Georg Layher, Steffen Walter, Viktor Kessler, Heiko Neumann
Visual Confusion Recognition in Movement Patterns from Walking Path and Motion Energy. ICOST (2017)
Daniel König, Michael Adam, Christian Jarvers, Georg Layher, Heiko Neumann, Michael Teutsch
Fully Convolutional Region Proposal Networks for Multispectral Person Detection. CVPR Workshops (2017)
Maria Velana, Sascha Gruss, Georg Layher, Patrick Thiam, Yan Zhang, Daniel Schork, Viktor Kessler, Sascha Meudt, Heiko Neumann, Jonghwa Kim, Friedhelm Schwenker, Elisabeth André, Harald C. Traue, Steffen Walter
The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System. MPRSS (2016)
Michael Glodek, Georg Layher, Heiko Neumann, Susanne Biundo, Günther Palm
On Stacking Probabilistic Temporal Models with Bidirectional Information Flow. Probabilistic Graphical Models (2016)
N. V. Kartheek Medathati, Heiko Neumann, Guillaume S. Masson, Pierre Kornprobst
Bio-inspired computer vision: Towards a synergistic approach of artificial and biological vision. Comput. Vis. Image Underst. 150 (2016)
Luma Issa Abdul-Kreem, Heiko Neumann
Bio-inspired Model for Motion Estimation using an Address-event Representation. VISAPP (3) (2015)
Antonio Jose Rodríguez-Sánchez, Heiko Neumann, Justus H. Piater
Beyond Simple and Complex Neurons: Towards Intermediate-level Representations of Shapes and Objects. Künstliche Intell. 29 (1) (2015)
Georg Layher, Tobias Brosch, Heiko Neumann
Towards a mesoscopic-level canonical circuit definition for visual cortical processing. BICT (2015)
Tobias Brosch, Heiko Neumann, Pieter R. Roelfsema
Reinforcement Learning of Linking and Tracing Contours in Recurrent Neural Networks. PLoS Comput. Biol. 11 (10) (2015)
Tobias Brosch, Stephan Tschechne, Heiko Neumann
Visual Processing in Cortical Architecture from Neuroscience to Neuromorphic Computing. BrainComp (2015)
Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz
Embodied learning of a generative neural model for biological motion perception and inference. Frontiers Comput. Neurosci. 9 (2015)
Tobias Brosch, Heiko Neumann
Event-based optical flow on neuromorphic hardware. BICT (2015)
Georg Layher, Stephan Tschechne, Robert Niese, Ayoub Al-Hamadi, Heiko Neumann
Towards the Separation of Rigid and Non-rigid Motions for Facial Expression Analysis. Intelligent Environments (2015)
Luma Issa Abdul-Kreem, Heiko Neumann
Estimating Visual Motion Using an Event-Based Artificial Retina. VISIGRAPP (Selected Papers) (2015)
Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz
Modeling perspective-taking upon observation of 3D biological motion. ICDL-EPIROB (2014)
Tobias Brosch, Stephan Tschechne, Roman Sailer, Nora von Egloffstein, Luma Issa Abdul-Kreem, Heiko Neumann
On event-based motion detection and integration. BICT (2014)
Stephan Tschechne, Heiko Neumann
Hierarchical representation of shapes in visual cortex - from localized features to figural shape segregation. Frontiers Comput. Neurosci. 8 (2014)
Anna Belardinelli, Johannes Kurz, Esther Kutter, Heiko Neumann, Hans-Otto Karnath, Martin V. Butz
Modeling Simultanagnosia. CogSci (2014)
Siegfried Hochdorfer, Heiko Neumann, Christian Schlegel
Landmark Rating and Selection for SLAM in Dynamic Environments. IAS (2014)
Georg Layher, Martin A. Giese, Heiko Neumann
Learning Representations of Animated Motion Sequences - A Neural Model. Top. Cogn. Sci. 6 (1) (2014)
Stephan Tschechne, Roman Sailer, Heiko Neumann
Bio-Inspired Optic Flow from Event-Based Neuromorphic Sensor Input. ANNPR (2014)
Michael Glodek, Georg Layher, Felix Heilemann, Florian Gawrilowicz, Günther Palm, Friedhelm Schwenker, Heiko Neumann
uulmMAD - A Human Action Recognition Dataset for Ground-Truth Evaluation and Investigation of View Invariances. MPRSS (2014)
Tobias Brosch, Heiko Neumann
Interaction of feedforward and feedback streams in visual cortex in a firing-rate model of columnar computations. Neural Networks 54 (2014)
Tobias Brosch, Heiko Neumann
Computing with a Canonical Neural Circuits Model with Pool Normalization and Modulating Feedback. Neural Comput. 26 (12) (2014)
Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz
Modeling Perspective-Taking by Correlating Visual and Proprioceptive Dynamics. CogSci (2014)
Stephan Tschechne, Georg Layher, Heiko Neumann
A Biologically Inspired Model for the Detection of External and Internal Head Motions. ICANN (2013)
Tobias Brosch, Friedhelm Schwenker, Heiko Neumann
Attention-Gated Reinforcement Learning in Neural Networks - A Unified View. ICANN (2013)
Florian Raudies, Stefan Ringbauer, Heiko Neumann
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. 25 (9) (2013)
Georg Layher, Martin A. Giese, Heiko Neumann
Learning Representations of Animated Motion Sequences - A Neural Model. CogSci (2013)
Tobias Brosch, Heiko Neumann
The Combination of HMAX and HOGs in an Attention Guided Framework for Object Localization. ICPRAM (2) (2012)
Tobias Brosch, Heiko Neumann
The Brain's Sequential Parallelism: Perceptual Decision-Making and Early Sensory Responses. ICONIP (2) (2012)
Martin Hopfensitz, Christoph Müssel, Christian Wawra, Markus Maucher, Michael Kühl, Heiko Neumann, Hans A. Kestler
Multiscale Binarization of Gene Expression Data for Reconstructing Boolean Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (2) (2012)
Stefan Scherer, Georg Layher, John Kane, Heiko Neumann, Nick Campbell
An audiovisual political speech analysis incorporating eye-tracking and perception data. LREC (2012)
Florian Raudies, Heiko Neumann
A review and evaluation of methods estimating ego-motion. Comput. Vis. Image Underst. 116 (5) (2012)
Georg Layher, Martin A. Giese, Heiko Neumann
Learning Representations for Animated Motion Sequence and Implied Motion Recognition. ICANN (1) (2012)
Stefan Scherer, Michael Glodek, Georg Layher, Martin Schels, Miriam Schmidt, Tobias Brosch, Stephan Tschechne, Friedhelm Schwenker, Heiko Neumann, Günther Palm
A generic framework for the inference of user states in human computer interaction. J. Multimodal User Interfaces 6 (3-4) (2012)
Heiko Neumann, Florian Raudies
Neural Mechanisms for Form and Motion Detection and Integration: Biology Meets Machine Vision. ECCV Workshops (1) (2012)
Jan D. Bouecke, Émilien Tlapale, Pierre Kornprobst, Heiko Neumann
Neural Mechanisms of Motion Detection, Integration, and Segregation: From Biology to Artificial Image Processing Systems. EURASIP J. Adv. Signal Process. 2011 (2011)
Johannes Huth, Malte Buchholz, Johann M. Kraus, Kristian Mølhave, Cristian Gradinaru, Götz v. Wichert, Thomas M. Gress, Heiko Neumann, Hans A. Kestler
TimeLapseAnalyzer: Multi-target analysis for live-cell imaging and time-lapse microscopy. Comput. Methods Programs Biomed. 104 (2) (2011)
Dominik Endres, Heiko Neumann, Marina Kolesnik, Martin A. Giese
Hooligan detection: The effects of saliency and expert knowledge. ICDP (2011)
Georg Layher, Hendrik Liebau, Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis, Heiko Neumann
Robust Stereoscopic Head Pose Estimation in Human-Computer Interaction and a Unified Evaluation Framework. ICIAP (1) (2011)
Georg Layher, Heiko Neumann, Stefan Scherer, Stephan Tschechne, Tobias Brosch, Cristóbal Curio
Social Signal Processing in Companion Systems - Challenges Ahead. GI-Jahrestagung (2011)
Michael Glodek, Stephan Tschechne, Georg Layher, Martin Schels, Tobias Brosch, Stefan Scherer, Markus Kächele, Miriam Schmidt, Heiko Neumann, Günther Palm, Friedhelm Schwenker
Multiple Classifier Systems for the Classification of Audio-Visual Emotional States. ACII (2) (2011)
Florian Raudies, Ennio Mingolla, Heiko Neumann
A Model of Motion Transparency Processing with Local Center-Surround Interactions and Feedback. Neural Comput. 23 (11) (2011)
Stefan Ringbauer, Stephan Tschechne, Heiko Neumann
Mechanisms of Adaptive Spatial Integration in a Neural Model of Cortical Motion Processing. ICANNGA (1) (2011)
Florian Raudies, Heiko Neumann
A neural model of the temporal dynamics of figure-ground segregation in motion perception. Neural Networks 23 (2) (2010)
Émilien Tlapale, Pierre Kornprobst, Jan D. Bouecke, Heiko Neumann, Guillaume S. Masson
Evaluating Motion Estimation Models from Behavioural and Psychophysical Data. BIONETICS (2010)
Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis, Heiko Neumann
Integration of geometric and dynamic features for facial expression recognition in color image sequences. SoCPaR (2010)
Florian Raudies, Heiko Neumann
An Efficient Linear Method for the Estimation of Ego-Motion from Optical Flow. DAGM-Symposium (2009)
Ulrich Weidenbacher, Heiko Neumann
Unsupervised Learning of Head Pose through Spike-Timing Dependent Plasticity. PIT (2008)
Petra-Maria Strauß, Holger Hoffmann, Wolfgang Minker, Heiko Neumann, Günther Palm, Stefan Scherer, Harald C. Traue, Ulrich Weidenbacher
The PIT Corpus of German Multi-Party Dialogues. LREC (2008)
Heiko Neumann, Luiz Pessoa, Thorsten Hansen
Interaction of ON and OFF pathways for visual contrast measurement. Biol. Cybern. 98 (4) (2008)
Florian Raudies, Heiko Neumann
Biologically Inspired Attentive Motion Analysis for Video Surveillance. VISAPP (2) (2008)
Axel Thielscher, Heiko Neumann
Globally consistent depth sorting of overlapping 2D surfaces in a model using local recurrent interactions. Biol. Cybern. 98 (4) (2008)
Cornelia Beck, Umberto Olcese, Alberto Montagner, Stefan Ringbauer, Heiko Neumann, Antonio Frisoli, Rita Almeida, Massimo Bergamasco, Gustavo Deco
A neuroinspired cognitive behavioral control architecture for visually driven mobile robotics. ROBIO (2008)
Pierre Bayerl, Heiko Neumann
A Fast Biologically Inspired Algorithm for Recurrent Motion Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 29 (2) (2007)
Axel Thielscher, Heiko Neumann
A computational model to link psychophysics and cortical cell activation patterns in human texture processing. J. Comput. Neurosci. 22 (3) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Heiko Neumann