David Münch

Publications

490

Citations

H-Index

2011

Active since

Affiliations

Fraunhofer Institute of Optronics, System Technologies and Image Exploitation(Current)

Karlsruhe Institute of Technology

David Münch is an author at Fraunhofer Institute of Optronics, System Technologies and Image Exploitation specializing in engineering, machine vision, and image analysis.

ORCID

Top concepts

EngineeringImage AnalysisMachine VisionComputer VisionData ScienceComputer ScienceDeep LearningMachine LearningPattern RecognitionArtificial Intelligence

Publications per year

2011–2021

Publications

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

Vanessa Buhrmester, David Münch, Michael Arens · Machine Learning and Knowledge Extraction · 2021 · 368 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

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

Vanessa Buhrmester, David Münch, Michael Arens · arXiv (Cornell University) · 2019 · 51 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +14

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

Pedram Azad, David Münch, Tamim Asfour et al. · 2011 · 46 citations · Full text

Engineering, 3D Pose Estimation, Field Robotics +20

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

David Münch, Joris IJsselmuiden, Michael Arens et al. · 2011 · 13 citations · Full text

Artificial Intelligence, Scene Analysis, Engineering +26

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

Barbara Hilsenbeck, David Münch, Ann-Kristin Grosselfinger et al. · 2016 · 12 citations · Full text

Engineering, Forest Biometrics, Action Recognition (Movement Science) +24

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