Prof. Dr.-Ing. Anton Kummert

382.

Kolonko, Lech; Velten, J; Kummert, Anton; Musiol, Bartosz
FPGA Implementation of Wave Digital Filters with Multiple exp-based Nonlinearities
2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), Seite 507-510
2021

DOI: 10.1109/MWSCAS47672.2021.9531724

381.

Ghorban, Farzin; Hasan, Nesreen; Velten, Jörg; Kummert, Anton
Improving FM-GAN through Mixup Manifold Regularization
2021 IEEE International Symposium on Circuits and Systems (ISCAS), Seite 1-5
2021

DOI: 10.1109/ISCAS51556.2021.9401169

380.

Kollek, Kevin; Aguilar, Miguel Angel; Braun, Marco; Kummert, Anton
Improving Neural Network Architecture Compression by Multi-Grain Pruning
2021 IEEE International Conference on Progress in Informatics and Computing (PIC), Seite 6--13
IEEE
2021

379.

Schmitz, Jan-Christoph; Bauer, Adrian; Kummert, Anton
Large-Scale Curb Extraction Based on 3D Deep Learning and Iterative Refinement Post-Processing
2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), Seite 558--563
IEEE
2021

378.

Cao, Jiuwen; Dai, Haozhen; Lei, Baiying; Yin, Chun; Zeng, Huanqiang; Kummert, Anton
Maximum Correntropy Criterion-Based Hierarchical One-Class Classification
IEEE Transactions on Neural Networks and Learning Systems, 32 (8) :3748-3754
2021
ISSN: 2162-2388

DOI: 10.1109/TNNLS.2020.3015356

377.

Freeman, Ido; Zhao, Kun; Kummert, Anton
Polynomial Trajectory Predictions for Improved Learning Performance
2021 IEEE International Conference on Image Processing (ICIP), Seite 3313-3317
2021

DOI: 10.1109/ICIP42928.2021.9506459

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
2021

375.

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
2021

DOI: 10.1109/PIC53636.2021.9687058

374.

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
2021

DOI: 10.23919/ECC54610.2021.9654959

373.

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} Publishing

DOI: 10.1088/1742-6596/1924/1/012003

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372.

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
2021

DOI: 10.23919/Eusipco47968.2020.9287315

ISBN: 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
2021

370.

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
2021

DOI: 10.1109/ICOA51614.2021.9442619

369.

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

DOI: 10.1109/ICOA51614.2021.9442656

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
2020

DOI: 10.1109/ISCAS45731.2020.9181121

367.

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
2020

366.

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
2020

DOI: 10.1109/TCDS.2019.2936441

365.

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
2020

DOI: 10.1109/ITSC45102.2020.9294217

364.

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
2020

DOI: 10.1051/matecconf/202030806003

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363.

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
2020

DOI: 10.1051/matecconf/202030805003

362.

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
2020

DOI: 10.1109/ICECS49266.2020.9294985

361.

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
2020

DOI: 10.1109/MWSCAS48704.2020.9184701

360.

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

DOI: 10.1109/ICARCV50220.2020.9305407

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 2019

DOI: 10.1109/MWSCAS.2019.8885341

358.

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
2019

DOI: 10.1109/ISCAS.2019.8702369