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Christian Hellert

Observed name: Hellert, Christian
ORCID: 0000-0002-5781-6575
Observed ORCID: 0000-0002-5781-6575
OpenAlex ID: A5043778927
Safety Assurance of Machine Learning for Perception Functions
2022 · Simon Burton, Christian Hellert, et al. · Springer eBooks · 25
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Artificial Intelligence Methods in In-Cabin Use Cases: A Survey
2021 · Yao Rong, Chao Han, et al. · IEEE Intelligent Transportation Systems Magazine · 25
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Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey
2022 · Wörmann, Julian, Bogdoll, Daniel, et al. · arXiv (Cornell University) · 24
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Gpu architecture for stationary multisensor pedestrian detection at smart intersections
2011 · Daniel Weimer, Sebastian Kohler, et al. · IEEE Intelligent Vehicles Symposium · 20
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability
2023 · Georgii Mikriukov, Gesina Schwalbe, et al. · Communications in computer and information science · 17
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Using Algorithm Selection for Adaptive Vehicle Perception Aboard UAV
2019 · Christian Hellert, Simon Koch, et al. · IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) · 12
Airborne sensor and perception management: Experiments and Results for surveillance UAS
2013 · Martin Russ, Marc Schmitt, et al. · AIAA Infotech@Aerospace Conference · 9
Performance prediction and selection of aerial perception functions during UAV missions
2017 · Christian Hellert, Peter Stutz · IEEE Aerospace Conference (AERO) · 8
CoLa-DCE -- Concept-guided Latent Diffusion Counterfactual Explanations
2024 · Motzkus, Franz, Hellert, Christian, et al. · arXiv (Cornell University) · 4
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A High Level Active Perception Concept for Uav Mission Scenarios
2012 · Christian Hellert, Д. А. Смирнов, et al. · 4
TRUCE-AV: A Multimodal Dataset for Trust and Comfort Estimation in Autonomous Vehicles
2025 · Aditi Bhalla, Christian Hellert, et al. · Frontiers in artificial intelligence and applications · 3
Selecting Adequate Aerial Perceptual Functions with Fuzzy Logic
2016 · Christian Hellert, Peter Stütz · 3
Locally Testing Model Detections for Semantic Global Concepts
2024 · Franz Motzkus, Georgii Mikriukov, et al. · Communications in computer and information science · 2
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A Concept for Adaptation of Perceptual Capabilities for UAV Platforms using Case-Based Reasoning
2014 · Christian Hellert, Peter Stütz · AIAA Aerospace Sciences Meeting · 2
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-Based Comparison of Feature Spaces
2025 · Georgii Mikriukov, Gesina Schwalbe, et al. · Communications in computer and information science · 1
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Cross-View Cross-Modal Unsupervised Domain Adaptation for Driver Monitoring System
2025 · Aditi Bhalla, Christian Hellert, et al. · IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)
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Works count: 19
Citation count: 159
H-index: 8
I10-index: 6
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