Prof. Dr.-Ing. Anton Kummert
Lehre
Publikationen
- 2021
376.
Braun, Marco; Luszek, Moritz; Siegemund, Jan; Kollek, Kevin; Kummert, Anton
Quantification of Uncertainties in Deep Learning-based Environment Perception
2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS), Seite 1--8
IEEE
2021375.
Goubeaud, Maxime; Gmyrek, Nicolla; Ghorban, Farzin; Schelkes, Lucas; Kummert, Anton
Random Noise Boxes: Data Augmentation for Spectrograms
2021 IEEE International Conference on Progress in Informatics and Computing (PIC), Seite 24-28
2021374.
Sulikowski, Bartłomiej; Gałkowski, Krzysztof; Trzciński, Daniel; Rogers, Eric; Kummert, Anton
Robust Iterative Learning Control for Spatially Interconnected Systems using 2D Control Theory
2021 European Control Conference (ECC), Seite 1030-1035
2021373.
Braun, M.; Cennamo, A.; Schoeler, M.; Kollek, K.; Kummert, A.
Semantic Segmentation of Radar Detections using Convolutions on Point Clouds
Journal of Physics: Conference Series, 1924 (1) :012003
Mai 2021
Herausgeber: {IOP} Publishing372.
Tilgner, Stephan; Wagner, Daniel; Kalischewski, Kathrin; Schmitz, Jan-Christoph; Kummert, Anton
Study on the Influence of Multiple Image Inputs of a Multi-View Fusion Neural Network Based on Grad-CAM and Masked Image Inputs
2020 28th European Signal Processing Conference (EUSIPCO), Seite 1427-1431
2021ISBN: 978-9-0827-9705-3
371.
Michalik, David; Kohl, Per; Krause, Michael; Kummert, Anton; Meisen, Tobias
Synergiepotenziale von Virtual City Twins im Bereich automatisiertes Fahren ? Beschleunigung der technischen Entwicklung und
In Proff, Heike, Editor, Making Connected Mobility Work
Herausgeber: Springer Fachmedien Wiesbaden
2021370.
Goubeaud, Maxime; Joußen, Philipp; Gmyrek, Nicolla; Ghorban, Farzin; Schelkes, Lucas; Kummert, Anton
Using Variational Autoencoder to augment Sparse Time series Datasets
2021 7th International Conference on Optimization and Applications (ICOA), Seite 1-6
2021369.
Goubeaud, Maxime; Joußen, Philipp; Gmyrek, Nicolla; Ghorban, Farzin; Kummert, Anton
White Noise Windows: Data Augmentation for Time Series
2021 7th International Conference on Optimization and Applications (ICOA), Seite 1-5
2021- 2020
368.
Kolonko, L.; Velten, J.; Kummert, A.
A Playful Energy Harvesting Based Teaching Platform for Physical Computing
2020 IEEE International Symposium on Circuits and Systems (ISCAS), Seite 1-5
2020367.
Dehghani, Farzaneh; Ghorban, Farzin; Velten, Joerg; Kummert, Anton
A Search for Visual Features in Adversarial Networks
AmE 2020 - Automotive meets Electronics; 11th GMM-Symposium, Seite 1-6
2020366.
Cao, Jiuwen; Zhu, Jiahua; Hu, Wenbin; Kummert, Anton
Epileptic Signal Classification With Deep EEG Features by Stacked CNNs
IEEE Transactions on Cognitive and Developmental Systems, 12 (4) :709-722
2020365.
Hahn, Lukas; Hasecke, Frederik; Kummert, Anton
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances
2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), Seite 1-6
2020364.
Schmitz, Jan-Christoph; Tilgner, Stephan; Kalischewski, Kathrin; Wagner, Daniel; Kummert, Anton
Hands on Wheel Classification Based on Depth Images and Neural Networks
, MATEC Web of ConferencesBand308, Seite 06003
EDP Sciences
2020363.
Malerczyk, Jessica; Lerch, Sabine; Tibken, Bernd; Kummert, Anton
Impact of intelligent agents on the avoidance of spontaneous traffic jams on two-lane motorways
, MATEC Web of ConferencesBand308, Seite 05003
EDP Sciences
2020362.
Goubeaud, Maxime; Grunert, Tim; Lützenkirchen, Jan; Joußen, Philipp; Ghorban, Farzin; Kummert, Anton
Introducing a New Benchmarked Dataset for Mechanical Stop Detection of Stepper Motors
2020 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Seite 1-4
2020361.
Kolonko, L.; Velten, J.; Kummert, A.
Optimization of Artificial Port Reflectances for Wave Digital Filters with Topology-Related Delay-Free Loops
2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS), Seite 170-173
2020360.
Sulikowski, Bartłomiej; Gałkowski, Krzysztof; Rogers, Eric; Kummert, Anton
Robust Iterative Learning Control for ladder circuits with mixed uncertainties
2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV), Seite 932-937
2020- 2019
359.
Kolonko, L.; Velten, J.; Kummert, A.
An Improved Multi-Dimensional Approach to Wave Digital Filters with Topology-Related Delay-Free Loops using Automatic Differentiation
2019 IEEE 62nd International Midwest Symposium on Circuits and Systems (MWSCAS), Seite 1163-1166
August 2019358.
Kolonko, L.; Velten, J.; Kummert, A.
A Raspberry Pi Based Video Pipeline for 2-D Wave Digital Filters on Low-Cost FPGA Hardware
2019 IEEE International Symposium on Circuits and Systems (ISCAS), Seite 1-5
2019357.
Wagner, D.; Kalischewski, K.; Tilgner, S.; Velten, J.; Kummert, A.
Automatic Labeling of Industrial Images by using Generative Adversarial Networks
2019 IEEE International Symposium on Circuits and Systems (ISCAS), Seite 1-5
2019356.
Cao, J.; Zhu, J.; Hu, W.; Kummert, A.
Epileptic Signal Classification with Deep EEG Features by Stacked CNNs
IEEE Transactions on Cognitive and Developmental Systems :1
2019
ISSN: 2379-8920355.
Buß, Matthias; Benen, Stephan; Kraus, D; Kummert, Anton
False Alarm Reduction for Active Sonars using Deep Learning Architectures
2019 UDT, Stockholm
Stockholm
2019354.
Hahn, Lukas; Roese-Koerner, Lutz; Friedrichs, Klaus; Kummert, Anton
Fast and Reliable Architecture Selection for Convolutional Neural Networks Proceedings of the 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), pages 179-184, Bruges 2019
ArXiv, abs/1905.01924
2019353.
Kolonko, L.; Velten, J.; Kummert, A.
Live Demonstration: A Raspberry Pi Based Video Pipeline for 2-D Wave Digital Filters on Low-Cost FPGA Hardware
2019 IEEE International Symposium on Circuits and Systems (ISCAS), Seite 1-1
2019352.
Krause, Michael; Michalik, David; Kummert, Anton; Kohl, Per; Treichel, Heinz-Reiner
Mobilit
:13--17
2019
