Prof. Dr.-Ing. Anton Kummert

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.

Kolonko, Lech; Musiol, Bartosz; Velten, J; Kummert, Anton
A Split-Modular Approach to Wave Digital Filters containing Bipolar Junction Transistors
2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), Seite 840-843
2021

DOI: 10.1109/MWSCAS47672.2021.9531789

374.

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

373.

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

372.

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

371.

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

370.

Kolonko, L.; Velten, J.; Kummert, A.
Automatic Differentiating Wave Digital Filters with Multiple Nonlinearities
2020 28th European Signal Processing Conference (EUSIPCO), Seite 1-5
2021

ISBN: 978-9-0827-9705-3

369.

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

368.

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

367.

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

366.

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

365.

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

364.

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

363.

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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362.

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

361.

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

360.

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

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.

Krause, Michael; Michalik, David; Kummert, Anton; Kohl, Per; Treichel, Heinz-Reiner
Mobilit
:13--17
2019

DOI: 10.25926/69TZ-C537

357.

Kalischewski, K.; Wagner, D.; Velten, J.; Kummert, A.
Spoken Letter Recognition using Deep Convolutional Neural Networks on Sparse and Dissimilar Data
2019 IEEE International Symposium on Circuits and Systems (ISCAS), Seite 1-5
2019

DOI: 10.1109/ISCAS.2019.8702300

356.

Schwerdtfeger, T.; Kummert, A.
Nonlinear Circuit Simulation by Means of Alfred Fettweis' Wave Digital Principles
IEEE Circuits and Systems Magazine, 19 (1) :55-C3
2019
ISSN: 1531-636X

DOI: 10.1109/MCAS.2018.2872666

355.

Tilgner, S.; Wagner, D.; Kalischewski, K.; Velten, J.; Kummert, A.
Multi-View Fusion Neural Network with Application in the Manufacturing Industry
2019 IEEE International Symposium on Circuits and Systems (ISCAS), Seite 1-5
2019

DOI: 10.1109/ISCAS.2019.8702575

354.

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: 2379-8920

DOI: 10.1109/TCDS.2019.2936441

353.

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
2019

DOI: 10.1109/ISCAS.2019.8702197

352.

Buß, Matthias; Benen, Stephan; Kraus, D; Kummert, Anton
False Alarm Reduction for Active Sonars using Deep Learning Architectures
2019 UDT, Stockholm
Stockholm
2019