David Münch

ORCID

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 16

Top Venues

Karlsruhe Institute of Technology, Germany (PHD)

Education History

Karlsruhe Institute of Technology, Germany

PHD

Publications

Jens Bayer, Stefan Becker, David Münch, Michael Arens
Eigenpatches - Adversarial Patches from Principal Components. ISVC (2) (2023)
Jens Bayer, Stefan Becker, David Münch, Michael Arens
Eigenpatches - Adversarial Patches from Principal Components. CoRR (2023)
Jens Bayer, David Münch, Michael Arens
Companion Paper: Deep Saliency Map Generators for Multispectral Video Classification. RRPR (2022)
Jens Bayer, David Münch, Michael Arens
Deep Saliency Map Generators for Multispectral Video Classification. ICPR (2022)
Jens Bayer, David Münch, Michael Arens
A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection. CoRR (2021)
Vanessa Buhrmester, David Münch, Michael Arens
Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey. Mach. Learn. Knowl. Extr. 3 (4) (2021)
Jens Bayer, David Münch, Michael Arens
Image-based OoD-Detector Principles on Graph-based Input Data in Human Action Recognition. CoRR (2020)
Felix Hertlein, David Münch, Michael Arens
Context Sensitivity of Spatio-Temporal Activity Detection using Hierarchical Deep Neural Networks in Extended Videos. WACV Workshops (2020)
Jens Bayer, David Münch, Michael Arens
Image-Based Out-of-Distribution-Detector Principles on Graph-Based Input Data in Human Action Recognition. ICPR Workshops (1) (2020)
Patrick Schlosser, David Münch, Michael Arens
Investigation on Combining 3D Convolution of Image Data and Optical Flow to Generate Temporal Action Proposals. CoRR (2019)
Patrick Schlosser, David Münch, Michael Arens
Investigation on Combining 3D Convolution of Image Data and Optical Flow to Generate Temporal Action Proposals. CVPR Workshops (2019)
David Münch, Ann-Kristin Grosselfinger, Erik Krempel, Marcus Hebel, Michael Arens
Data Anonymization for Data Protection on Publicly Recorded Data. ICVS (2019)
Vanessa Buhrmester, David Münch, Michael Arens
Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey. CoRR (2019)
Vanessa Buhrmester, David Münch, Dimitri Bulatov, Michael Arens
Evaluating the Impact of Color Information in Deep Neural Networks. IbPRIA (1) (2019)
Barbara Hilsenbeck, David Münch, Hilke Kieritz, Wolfgang Hübner, Michael Arens
Hierarchical Hough forests for view-independent action recognition. ICPR (2016)
Barbara Hilsenbeck, David Münch, Ann-Kristin Grosselfinger, Wolfgang Hübner, Michael Arens
Action Recognition in the Longwave Infrared and the Visible Spectrum Using Hough Forests. ISM (2016)
Joris IJsselmuiden, David Münch, Ann-Kristin Grosselfinger, Michael Arens, Rainer Stiefelhagen
Automatic understanding of group behavior using fuzzy temporal logic. J. Ambient Intell. Smart Environ. 6 (6) (2014)
Eckart Michaelsen, David Münch, Michael Arens
Recognition of Symmetry Structure by Use of Gestalt Algebra. CVPR Workshops (2013)
David Münch, Ann-Kristin Grosselfinger, Wolfgang Hübner, Michael Arens
Automatic Unconstrained Online Configuration of a Master-Slave Camera System. ICVS (2013)
David Münch, Stefan Becker, Wolfgang Hübner, Michael Arens
Towards a Real-Time Situational Awareness System for Surveillance Applications in Unconstrained Environments. Future Security (2012)
David Münch, Eckart Michaelsen, Michael Arens
Supporting Fuzzy Metric Temporal Logic Based Situation Recognition by Mean Shift Clustering. KI (2012)
Joris IJsselmuiden, Ann-Kristin Grosselfinger, David Münch, Michael Arens, Rainer Stiefelhagen
Automatic Behavior Understanding in Crisis Response Control Rooms. AmI (2012)
David Münch, Joris IJsselmuiden, Ann-Kristin Grosselfinger, Michael Arens, Rainer Stiefelhagen
Rule-Based High-Level Situation Recognition from Incomplete Tracking Data. RuleML (2012)
David Münch, Joris IJsselmuiden, Michael Arens, Rainer Stiefelhagen
High-level situation recognition using Fuzzy Metric Temporal Logic, case studies in surveillance and smart environments. ICCV Workshops (2011)
Pedram Azad, David Münch, Tamim Asfour, Rüdiger Dillmann
6-DoF model-based tracking of arbitrarily shaped 3D objects. ICRA (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

David Münch