| 2024 | ICRA | Cycle-Correspondence Loss: Learning Dense View-Invariant Visual Features from Unlabeled and Unordered RGB Images. | David B. Adrian, Andras Gabor Kupcsik, Markus Spies, Heiko Neumann |
| 2024 | WACV | Temporal Context Enhanced Referring Video Object Segmentation. | Xiao Hu, Basavaraj Hampiholi, Heiko Neumann, Jochen Lang |
| 2022 | CoRL | Learning Dense Visual Descriptors using Image Augmentations for Robot Manipulation Tasks. | Christian Graf, David B. Adrian, Joshua Weil, Miroslav Gabriel, Philipp Schillinger, Markus Spies, Heiko Neumann, Andras Gabor Kupcsik |
| 2022 | ICRA | Efficient and Robust Training of Dense Object Nets for Multi-Object Robot Manipulation. | David B. Adrian, Andras Gabor Kupcsik, Markus Spies, Heiko Neumann |
| 2021 | CBMS | How Healthcare Professionals Comprehend Process Models - An Empirical Eye Tracking Analysis. | Michael Winter, Cynthia Bredemeyer, Manfred Reichert, Heiko Neumann, Thomas Probst, Rdiger Pryss |
| 2020 | CVPR | Generating 3D People in Scenes Without People. | Yan Zhang, Mohamed Hassan, Heiko Neumann, Michael J. Black, Siyu Tang |
| 2019 | CVPR | Local Temporal Bilinear Pooling for Fine-Grained Action Parsing. | Yan Zhang, Siyu Tang, Krikamol Muandet, Christian Jarvers, Heiko Neumann |
| 2019 | IJCNN | Temporal Learning of Dynamics in Complex Neuron Models using Backpropagation. | Christian Jarvers, Daniel Schmid, Heiko Neumann |
| 2019 | IJCNN | Motion Integration and Disambiguation by Spiking V1-MT-MSTl Feedforward-Feedback Interaction. | Maximilian P. R. Lhr, Daniel Schmid, Heiko Neumann |
| 2018 | BMVC | Human Motion Parsing by Hierarchical Dynamic Clustering. | Yan Zhang, Siyu Tang, He Sun, Heiko Neumann |
| 2018 | ECCV | An Empirical Study Towards Understanding How Deep Convolutional Nets Recognize Falls. | Yan Zhang, Heiko Neumann |
| 2018 | ISCAS | Contrast Detection in Event-Streams from Dynamic Vision Sensors with Fixational Eye Movements. | Maximilian P. R. Lhr, Heiko Neumann |
| 2017 | CVPR | Fully Convolutional Region Proposal Networks for Multispectral Person Detection. | Daniel Knig, Michael Adam, Christian Jarvers, Georg Layher, Heiko Neumann, Michael Teutsch |
| 2017 | ICOST | Visual Confusion Recognition in Movement Patterns from Walking Path and Motion Energy. | Yan Zhang, Georg Layher, Steffen Walter, Viktor Kessler, Heiko Neumann |
| 2014 | CogSci | Modeling Simultanagnosia. | Anna Belardinelli, Johannes Kurz, Esther Kutter, Heiko Neumann, Hans-Otto Karnath, Martin V. Butz |
| 2014 | CogSci | Modeling Perspective-Taking by Correlating Visual and Proprioceptive Dynamics. | Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz |
| 2014 | IAS | Landmark Rating and Selection for SLAM in Dynamic Environments. | Siegfried Hochdorfer, Heiko Neumann, Christian Schlegel |
| 2013 | CogSci | Learning Representations of Animated Motion Sequences - A Neural Model. | Georg Layher, Martin A. Giese, Heiko Neumann |
| 2013 | ICANN | Attention-Gated Reinforcement Learning in Neural Networks - A Unified View. | Tobias Brosch, Friedhelm Schwenker, Heiko Neumann |
| 2013 | ICANN | A Biologically Inspired Model for the Detection of External and Internal Head Motions. | Stephan Tschechne, Georg Layher, Heiko Neumann |
| 2012 | ECCV | Neural Mechanisms for Form and Motion Detection and Integration: Biology Meets Machine Vision. | Heiko Neumann, Florian Raudies |
| 2012 | ICANN | Learning Representations for Animated Motion Sequence and Implied Motion Recognition. | Georg Layher, Martin A. Giese, Heiko Neumann |
| 2012 | ICONIP | The Brain's Sequential Parallelism: Perceptual Decision-Making and Early Sensory Responses. | Tobias Brosch, Heiko Neumann |
| 2012 | ICPRAM | The Combination of HMAX and HOGs in an Attention Guided Framework for Object Localization. | Tobias Brosch, Heiko Neumann |
| 2012 | LREC | An audiovisual political speech analysis incorporating eye-tracking and perception data. | Stefan Scherer, Georg Layher, John Kane, Heiko Neumann, Nick Campbell |
| 2011 | ACII | Multiple Classifier Systems for the Classification of Audio-Visual Emotional States. | Michael Glodek, Stephan Tschechne, Georg Layher, Martin Schels, Tobias Brosch, Stefan Scherer, Markus Kchele, Miriam Schmidt, Heiko Neumann, Gnther Palm, Friedhelm Schwenker |
| 2011 | GI | Social Signal Processing in Companion Systems - Challenges Ahead. | Georg Layher, Heiko Neumann, Stefan Scherer, Stephan Tschechne, Tobias Brosch, Cristbal Curio |
| 2011 | ICIAP | Robust Stereoscopic Head Pose Estimation in Human-Computer Interaction and a Unified Evaluation Framework. | Georg Layher, Hendrik Liebau, Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis, Heiko Neumann |
| 2008 | LREC | The PIT Corpus of German Multi-Party Dialogues. | Petra-Maria Strau, Holger Hoffmann, Wolfgang Minker, Heiko Neumann, Gnther Palm, Stefan Scherer, Harald C. Traue, Ulrich Weidenbacher |
| 2007 | CAIP | Integration of Multiple Temporal and Spatial Scales for Robust Optic Flow Estimation in a Biologically Inspired Algorithm. | Cornelia Beck, Thomas Gottbehuet, Heiko Neumann |
| 2007 | ICANN | Neural Mechanisms for Mid-Level Optical Flow Pattern Detection. | Stefan Ringbauer, Pierre Bayerl, Heiko Neumann |
| 2006 | ISVC | Optic Flow Integration at Multiple Spatial Frequencies - Neural Mechanism and Algorithm. | Cornelia Beck, Pierre Bayerl, Heiko Neumann |
| 2006 | LREC | Wizard-of-Oz Data Collection for Perception and Interaction in Multi-User Environments. | Petra-Maria Strau, Holger Hoffmann, Wolfgang Minker, Heiko Neumann, Gnther Palm, Stefan Scherer, Friedhelm Schwenker, Harald C. Traue, Welf Walter, Ulrich Weidenbacher |
| 2004 | ECCV | Are Iterations and Curvature Useful for Tensor Voting? | Sylvain Fischer, Pierre Bayerl, Heiko Neumann, Gabriel Cristbal, Rafael Redondo |
| 2003 | ESANN | A neural model for heading detection from optic flow. | Frank Seifart, Pierre Bayerl, Heiko Neumann |
| 2003 | ESANN | A view-based approach for object recognition from image sequences. | A. Zehender, Pierre Bayerl, Heiko Neumann |
| 2003 | ICIP | Neural mechanisms for segregation and recovering of intrinsic image features. | Matthias S. Keil, Gabriel Cristbal, Heiko Neumann |
| 2001 | ICIAP | A Neurodynamical Retinal Network Based on Reaction-Diffusion Systems. | Matthias S. Keil, Gabriel Cristbal, Heiko Neumann |
| 1999 | CVPR | Space-Variant Dynamic Neural Fields for Visual Attention. | Ingo Ahrns, Heiko Neumann |
| 1999 | ESANN | Recurrent V1-V2 interaction for early visual information processing. | Heiko Neumann, Wolfgang Sepp |
| 1998 | ICPR | Real-time monocular fixation control using the log-polar transformation and a confidence-based similarity measure. | Ingo Ahrns, Heiko Neumann |
| 1998 | ICPR | Robot navigation by combining central and peripheral optical flow detection on a space-variant map. | Christian Toepfer, Moritz Wende, Gregory Baratoff, Heiko Neumann |
| 1996 | ESANN | Neural model for visual contrast detection. | Enno Littmann, Heiko Neumann, Luiz Pessoa |
| 1996 | ICANN | Neural Model of Cortical Dynamics in Resonant Boundary Detection and Grouping. | Heiko Neumann, Petra Mssner |
| 1996 | ICPR | Nonlinear interaction of ON and OFF data streams for the detection of visual structure. | Enno Littmann, Heiko Neumann, Luiz Pessoa |
| 1992 | ECCV | Local Stereoscopic Depth Estimation Using Ocular Stripe Maps. | Kai-Oliver Ludwig, Heiko Neumann, Bernd Neumann |
| 1992 | ICPR | Estimating attributes of smooth signal transitions from scale-space. | Heiko Neumann, Karsten Ottenberg |
| 1992 | ICPR | Finding and describing local structure in discrete two-dimensional computed tomograms. | Heiko Neumann, Karsten Ottenberg, H. Siegfried Stiehl |
| 1988 | KI | Extraction of Image Domain Primitives with a Network of Competitive/Cooperative Processes. | Heiko Neumann |