David Münch

According to our database, David Münch authored at least 23 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Eigenpatches - Adversarial Patches from Principal Components.

Jens Bayer, Stefan Becker, David Münch, Michael Arens

Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

2022

Companion Paper: Deep Saliency Map Generators for Multispectral Video Classification.

Jens Bayer, David Münch, Michael Arens

Proceedings of the Reproducible Research in Pattern Recognition, 2022

Deep Saliency Map Generators for Multispectral Video Classification.

Jens Bayer, David Münch, Michael Arens

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey.

Vanessa Buhrmester, David Münch, Michael Arens

Mach. Learn. Knowl. Extr., 2021

A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection.

Jens Bayer, David Münch, Michael Arens

CoRR, 2021

2020

Image-based OoD-Detector Principles on Graph-based Input Data in Human Action Recognition.

Jens Bayer, David Münch, Michael Arens

CoRR, 2020

Context Sensitivity of Spatio-Temporal Activity Detection using Hierarchical Deep Neural Networks in Extended Videos.

Felix Hertlein, David Münch, Michael Arens

Proceedings of the IEEE Winter Applications of Computer Vision Workshops, 2020

Image-Based Out-of-Distribution-Detector Principles on Graph-Based Input Data in Human Action Recognition.

Jens Bayer, David Münch, Michael Arens

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Data Anonymization for Data Protection on Publicly Recorded Data.

David Münch, Ann-Kristin Grosselfinger, Erik Krempel, Marcus Hebel, Michael Arens

Proceedings of the Computer Vision Systems, 12th International Conference, 2019

Evaluating the Impact of Color Information in Deep Neural Networks.

Vanessa Buhrmester, David Münch, Dimitri Bulatov, Michael Arens

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Investigation on Combining 3D Convolution of Image Data and Optical Flow to Generate Temporal Action Proposals.

Patrick Schlosser, David Münch, Michael Arens

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2017

Begriffliche Situationsanalyse aus Videodaten bei unvollständiger und fehlerhafter Information.

David Münch

PhD thesis, 2017

2016

Action Recognition in the Longwave Infrared and the Visible Spectrum Using Hough Forests.

Barbara Hilsenbeck, David Münch, Ann-Kristin Grosselfinger, Wolfgang Hübner, Michael Arens

Proceedings of the IEEE International Symposium on Multimedia, 2016

Hierarchical Hough forests for view-independent action recognition.

Barbara Hilsenbeck, David Münch, Hilke Kieritz, Wolfgang Hübner, Michael Arens

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2014

Automatic understanding of group behavior using fuzzy temporal logic.

Joris IJsselmuiden, David Münch, Ann-Kristin Grosselfinger, Michael Arens, Rainer Stiefelhagen

J. Ambient Intell. Smart Environ., 2014

2013

Automatic Unconstrained Online Configuration of a Master-Slave Camera System.

David Münch, Ann-Kristin Grosselfinger, Wolfgang Hübner, Michael Arens

Proceedings of the Computer Vision Systems - 9th International Conference, 2013

Recognition of Symmetry Structure by Use of Gestalt Algebra.

Eckart Michaelsen, David Münch, Michael Arens

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Rule-Based High-Level Situation Recognition from Incomplete Tracking Data.

David Münch, Joris IJsselmuiden, Ann-Kristin Grosselfinger, Michael Arens, Rainer Stiefelhagen

Proceedings of the Rules on the Web: Research and Applications, 2012

Supporting Fuzzy Metric Temporal Logic Based Situation Recognition by Mean Shift Clustering.

David Münch, Eckart Michaelsen, Michael Arens

Proceedings of the KI 2012: Advances in Artificial Intelligence, 2012

Towards a Real-Time Situational Awareness System for Surveillance Applications in Unconstrained Environments.

David Münch, Stefan Becker, Wolfgang Hübner, Michael Arens

Proceedings of the Future Security - 7th Security Research Conference, 2012

Automatic Behavior Understanding in Crisis Response Control Rooms.

Joris IJsselmuiden, Ann-Kristin Grosselfinger, David Münch, Michael Arens, Rainer Stiefelhagen

Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012

2011

6-DoF model-based tracking of arbitrarily shaped 3D objects.

Pedram Azad, David Münch, Tamim Asfour, Rüdiger Dillmann

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

High-level situation recognition using Fuzzy Metric Temporal Logic, case studies in surveillance and smart environments.

David Münch, Joris IJsselmuiden, Michael Arens, Rainer Stiefelhagen

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011