| 2025 | SGAI | Generation, Use and Effects of Synthetic Data to Train Medical AI's: Examined Using the Example of Knee Arthroplasty. | Tobias Neiss-Theuerkauff, Arne Schierbaum, Yves Wagner, Thomas Luhmann, Till Sieberth, Frank Wallhoff |
| 2025 | SGAI | Identifying Employee Potential in Logistics Using AI-Supported HR Analytics. | Frank Wallhoff, Fenja T. Hesselmann, Yves Korte-Wagner, Annelie Lorber, Hannah Louisa Krger, Julian Decius |
| 2024 | SGAI | Semantic Bone Structure Segmentation in 2D Image Data: Towards Total Knee Arthroplasty. | Tobias Neiss-Theuerkauff, Arne Schierbaum, Thomas Luhmann, Till Sieberth, Frank Wallhoff |
| 2024 | SGAI | Nursing Activity Recognition for Automated Care Documentation in Clinical Settings. | Frank Wallhoff, Fenja T. Hesselmann |
| 2019 | IRI | A Framework for the Analysis of Biomechanical Loading Using Human Motion Tracking. | Jan Paul Vox, Frank Wallhoff |
| 2018 | ECMS | Realtime Simulation And 3D-Visualisation Of Surface And Underwater Vehicles For Monitoring And Evaluating Autonomous Missions. | Tobias Theuerkauff, Yves Wagner, Frank Wallhoff |
| 2018 | MMAR | Installation and Control of Building Automation Systems Using Human-Robot-Interaction. | Mattes Ohlenbusch, Niklas F. H. Bartner, Sarah Vge, Jan P. Vox, Jannik Flessner, Melina Frenken, Frank Wallhoff |
| 2018 | SGAI | Human Motion Recognition Using 3D-Skeleton-Data and Neural Networks. | Jan P. Vox, Frank Wallhoff |
| 2015 | ICCBR | CooCo, What Can I Cook Today? Surprise Me. | Karen Insa Wolf, Stefan Goetze, Frank Wallhoff |
| 2012 | ACL | Multimodal Human-Machine Interaction for Service Robots in Home-Care Environments. | Stefan Goetze, Sven Fischer, Niko Moritz, Jens-E. Appell, Frank Wallhoff |
| 2010 | ACHI | Multiple Parallel Vision-Based Recognition in a Real-Time Framework for Human-Robot-Interaction Scenarios. | Tobias Rehrl, Alexander Bannat, Jrgen Gast, Frank Wallhoff, Gerhard Rigoll, Christoph Mayer, Zahid Riaz, Bernd Radig, Stefan Sosnowski, Kolja Khnlenz |
| 2010 | CVPR | A Graphical Model for unifying tracking and classification within a multimodal Human-Robot Interaction scenario. | Tobias Rehrl, Jrgen Gast, Nikolaus Theiing, Alexander Bannat, Dejan Arsic, Frank Wallhoff, Gerhard Rigoll, Christoph Mayer, Bernd Radig |
| 2010 | ICFHR | Optimizing the Number of States for HMM-Based On-line Handwritten Whiteboard Recognition. | Jrgen T. Geiger, Joachim Schenk, Frank Wallhoff, Gerhard Rigoll |
| 2010 | ICIP | Tracking using Bayesian inference with a two-layer Graphical Model. | Tobias Rehrl, Nikolaus Theiing, Alexander Bannat, Jrgen Gast, Dejan Arsic, Frank Wallhoff, Gerhard Rigoll |
| 2010 | ICIP | Graphical Models for real-time capable gesture recognition. | Tobias Rehrl, Nikolaus Theiing, Alexander Bannat, Jrgen Gast, Dejan Arsic, Frank Wallhoff, Gerhard Rigoll, Christoph Mayer, Bernd Radig |
| 2010 | Interspeech | GMM-UBM based open-set online speaker diarization. | Jrgen T. Geiger, Frank Wallhoff, Gerhard Rigoll |
| 2009 | HCI | A Multimodal Human-Robot-Interaction Scenario: Working Together with an Industrial Robot. | Alexander Bannat, Jrgen Gast, Tobias Rehrl, Wolfgang Rsel, Gerhard Rigoll, Frank Wallhoff |
| 2009 | HCI | Did I Get It Right: Head Gestures Analysis for Human-Machine Interactions. | Jrgen Gast, Alexander Bannat, Tobias Rehrl, Gerhard Rigoll, Frank Wallhoff, Christoph Mayer, Bernd Radig |
| 2009 | HCI | cfHMI: A Novel Contact-Free Human-Machine Interface. | Tobias Rehrl, Alexander Bannat, Jrgen Gast, Gerhard Rigoll, Frank Wallhoff |
| 2009 | HCI | Using Graphical Models for an Intelligent Mixed-Initiative Dialog Management System. | Stefan Schwrzler, Gnther Ruske, Frank Wallhoff, Gerhard Rigoll |
| 2009 | HCI | Statistics-Based Cognitive Human-Robot Interfaces for Board Games - Let's Play! | Frank Wallhoff, Alexander Bannat, Jrgen Gast, Tobias Rehrl, Moritz Dausinger, Gerhard Rigoll |
| 2009 | Interspeech | Using graphical models for mixed-initiative dialog management systems with realtime Policies. | Stefan Schwrzler, Stefan Maier, Joachim Schenk, Frank Wallhoff, Gerhard Rigoll |
| 2008 | RO-MAN | Joint-action for humans and industrial robots for assembly tasks. | Claus Lenz, Suraj Nair, Markus Rickert, Alois C. Knoll, Wolfgang Rsel, Jrgen Gast, Alexander Bannat, Frank Wallhoff |
| 2007 | HCI | Static and Dynamic Hand-Gesture Recognition for Augmented Reality Applications. | Stefan Reifinger, Frank Wallhoff, Markus Ablameier, Tony Poitschke, Gerhard Rigoll |
| 2007 | ICIP | Robust Multi-Modal Group Action Recognition in Meetings from Disturbed Videos with the Asynchronous Hidden Markov Model. | Marc A. Al-Hames, Claus Lenz, Stephan Reiter, Joachim Schenk, Frank Wallhoff, Gerhard Rigoll |
| 2007 | ICIP | Improved Image Segmentation using Photonic Mixer Devices. | Frank Wallhoff, Martin Russ, Gerhard Rigoll, Johann Gbel, Hermann Diehl |
| 2006 | ICIP | Submotions for Hidden Markov Model Based Dynamic Facial Action Recognition. | Dejan Arsic, Joachim Schenk, Bjrn W. Schuller, Frank Wallhoff, Gerhard Rigoll |
| 2005 | ICIP | Video based online behavior detection using probabilistic multi stream fusion. | Dejan Arsic, Frank Wallhoff, Bjrn W. Schuller, Gerhard Rigoll |
| 2004 | ICIP | Reconstruction-free matching for fingerprint sweep sensors. | Peter Morguet, Christian Narr, Henning Lorch, Frank Wallhoff, Gerhard Rigoll |
| 2004 | ICIP | Action segmentation and recognition in meeting room scenarios. | Frank Wallhoff, Martin Zobl, Gerhard Rigoll |
| 2004 | ICIP | Recognition of partly occluded person actions in meeting scenarios. | Martin Zobl, Andreas Laika, Frank Wallhoff, Gerhard Rigoll |
| 2004 | ICPR | Face Tracking in Meeting Room Scenarios Using Omnidirectional Views. | Frank Wallhoff, Martin Zobl, Gerhard Rigoll, Igor Potucek |
| 2002 | ICPR | Facial Expression Recognition Using Pseudo 3-D Hidden Markov Models. | Stefan Mller, Frank Wallhoff, Frank Hlsken, Gerhard Rigoll |
| 2001 | ICASSP | Content based indexing of images and video using face detection and recognition methods. | Stefan Eickeler, Frank Wallhoff, Uri Iurgel, Gerhard Rigoll |
| 2001 | ICASSP | Recognition of face profiles from the mugshot database using a hybrid connectionist/HMM approach. | Frank Wallhoff, Stefan Mller, Gerhard Rigoll |
| 2001 | ICDAR | Adaptation of an Address Reading System to Local Mail Streams. | Anja Brakensiek, Jrg Rottland, Frank Wallhoff, Gerhard Rigoll |
| 2001 | ICIP | Retrieval of overlapping and touching objects using hidden Markov models. | Stefan Mller, Frank Wallhoff, Gerhard Rigoll |
| 2001 | ICIP | A comparison of discrete and continuous output modeling techniques for a pseudo-2D hidden Markov model face recognition system. | Frank Wallhoff, Stefan Eickeler, Gerhard Rigoll |
| 2001 | ICIP | A novel hybrid face profile recognition system using the FERET and MUGSHOT databases. | Frank Wallhoff, Gerhard Rigoll, Payman Moallem |
| 2001 | Interspeech | Scaled likelihood linear regression for hidden Markov model adaptation. | Frank Wallhoff, Daniel Willett, Gerhard Rigoll |
| 2000 | ICASSP | Frame-discriminative and confidence-driven adaptation for LVCSR. | Frank Wallhoff, Daniel Willett, Gerhard Rigoll |