David Münch

Orcid: 0000-0002-8577-5256

According to our database1, David Münch authored at least 24 papers between 2011 and 2024.

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Bibliography

2024
Network transferability of adversarial patches in real-time object detection.
CoRR, 2024

2023
Eigenpatches - Adversarial Patches from Principal Components.
Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

2022
Companion Paper: Deep Saliency Map Generators for Multispectral Video Classification.
Proceedings of the Reproducible Research in Pattern Recognition, 2022

Deep Saliency Map Generators for Multispectral Video Classification.
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.
Mach. Learn. Knowl. Extr., 2021

A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection.
CoRR, 2021

2020
Image-based OoD-Detector Principles on Graph-based Input Data in Human Action Recognition.
CoRR, 2020

Context Sensitivity of Spatio-Temporal Activity Detection using Hierarchical Deep Neural Networks in Extended Videos.
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.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Data Anonymization for Data Protection on Publicly Recorded Data.
Proceedings of the Computer Vision Systems, 12th International Conference, 2019

Evaluating the Impact of Color Information in Deep Neural Networks.
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2017
Begriffliche Situationsanalyse aus Videodaten bei unvollständiger und fehlerhafter Information.
PhD thesis, 2017

2016
Action Recognition in the Longwave Infrared and the Visible Spectrum Using Hough Forests.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Hierarchical Hough forests for view-independent action recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2014
Automatic understanding of group behavior using fuzzy temporal logic.
J. Ambient Intell. Smart Environ., 2014

2013
Automatic Unconstrained Online Configuration of a Master-Slave Camera System.
Proceedings of the Computer Vision Systems - 9th International Conference, 2013

Recognition of Symmetry Structure by Use of Gestalt Algebra.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Rule-Based High-Level Situation Recognition from Incomplete Tracking Data.
Proceedings of the Rules on the Web: Research and Applications, 2012

Supporting Fuzzy Metric Temporal Logic Based Situation Recognition by Mean Shift Clustering.
Proceedings of the KI 2012: Advances in Artificial Intelligence, 2012

Towards a Real-Time Situational Awareness System for Surveillance Applications in Unconstrained Environments.
Proceedings of the Future Security - 7th Security Research Conference, 2012

Automatic Behavior Understanding in Crisis Response Control Rooms.
Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012

2011
6-DoF model-based tracking of arbitrarily shaped 3D objects.
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.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011


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