| 2026 | ICPR | Higher-Order Adversarial Patches for Real-Time Object Detectors. | Jens Bayer, Stefan Becker, David Mnch, Michael Arens, Jrgen Beyerer |
| 2025 | CVPR | Fusion or Confusion? A Look at Dataset Pooling for Infrared Object Detection. | Stefan Becker, Ann-Kristin Grosselfinger, Jens Bayer, David Mnch, Wolfgang Hbner, Michael Arens |
| 2023 | ISVC | Eigenpatches - Adversarial Patches from Principal Components. | Jens Bayer, Stefan Becker, David Mnch, Michael Arens |
| 2022 | ICPR | Deep Saliency Map Generators for Multispectral Video Classification. | Jens Bayer, David Mnch, Michael Arens |
| 2020 | ICPR | Image-Based Out-of-Distribution-Detector Principles on Graph-Based Input Data in Human Action Recognition. | Jens Bayer, David Mnch, Michael Arens |
| 2020 | WACV | Context Sensitivity of Spatio-Temporal Activity Detection using Hierarchical Deep Neural Networks in Extended Videos. | Felix Hertlein, David Mnch, Michael Arens |
| 2019 | CVPR | Investigation on Combining 3D Convolution of Image Data and Optical Flow to Generate Temporal Action Proposals. | Patrick Schlosser, David Mnch, Michael Arens |
| 2019 | IBPRIA | Evaluating the Impact of Color Information in Deep Neural Networks. | Vanessa Buhrmester, David Mnch, Dimitri Bulatov, Michael Arens |
| 2019 | ICVS | Data Anonymization for Data Protection on Publicly Recorded Data. | David Mnch, Ann-Kristin Grosselfinger, Erik Krempel, Marcus Hebel, Michael Arens |
| 2016 | ICPR | Hierarchical Hough forests for view-independent action recognition. | Barbara Hilsenbeck, David Mnch, Hilke Kieritz, Wolfgang Hbner, Michael Arens |
| 2016 | ISM | Action Recognition in the Longwave Infrared and the Visible Spectrum Using Hough Forests. | Barbara Hilsenbeck, David Mnch, Ann-Kristin Grosselfinger, Wolfgang Hbner, Michael Arens |
| 2013 | CVPR | Recognition of Symmetry Structure by Use of Gestalt Algebra. | Eckart Michaelsen, David Mnch, Michael Arens |
| 2013 | ICVS | Automatic Unconstrained Online Configuration of a Master-Slave Camera System. | David Mnch, Ann-Kristin Grosselfinger, Wolfgang Hbner, Michael Arens |
| 2012 | KI | Supporting Fuzzy Metric Temporal Logic Based Situation Recognition by Mean Shift Clustering. | David Mnch, Eckart Michaelsen, Michael Arens |
| 2011 | ICRA | 6-DoF model-based tracking of arbitrarily shaped 3D objects. | Pedram Azad, David Mnch, Tamim Asfour, Rdiger Dillmann |