Prof. Dr.-Ing. Anton Kummert

357.

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
2019

DOI: 10.1109/ISCAS.2019.8702195

356.

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

355.

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

354.

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
2019

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.

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

DOI: 10.25926/69TZ-C537

351.

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

350.

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

349.

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

348.

Weyers, Patrick; Barth, Alexander; Kummert, Anton
Driver State Monitoring with Hierarchical Classification
2018 IEEE International Conference on Intelligent Transportation Systems (ITSC)
November 2018

DOI: 10.1109/ITSC.2018.8569467

347.

Weimeng, Zhu; Siegemund, J.; Kummert, Anton
Dense Spatial Translation Network
2018 IEEE International Conference on Vehicular Electronics and Safety (ICVES)
Madrid, Spain
12-14 Sept. 2018
September 2018

DOI: 10.1109/ICVES.2018.8519518

346.

Sulikowski, Bartlomiej; Galkowski, Krzysztof; Kummert, Anton; Rogers, Eric
Two-dimensional (2D) systems approach to feedforward/feedback control of a class of spatially interconnected systems
International Journal of Control, 91 :1-23
September 2018

DOI: 10.1080/00207179.2018.1522451

345.

Buß, Matthias; Steiniger, Yannik; Benen, Stephan; Stiller, Dietmar; Kraus, Dieter; Kummert, Anton
Evaluation un terschiedlicher Klassifikationsalgorithmen zur Falschalarmreduktion in der Aktiv-Sonarortung
Jahrestagung für Akustik DAGA 2018
Jahrestagung für Akustik DAGA 2018
München, Germany
Juli 2018

344.

Ghorban, Farzin; Marin, Javier; Su, Yu; Colombo, Alessandro; Kummert, Anton
Aggregated channels network for real-time pedestrian detection
Seite 54
Tenth International Conference on Machine Vision (ICMV 2017)
April 2018

DOI: 10.1117/12.2309864

343.

Ghorban, Farzin; Milani, Narges; Schugk, Daniel; Roese-Koerner, Lutz; Su, Yu; Müller, Dennis; Kummert, Anton
Conditional multichannel generative adversarial networks with an application to traffic signs representation learning
Progress in Artificial Intelligence, 8
April 2018

DOI: 10.1007/s13748-018-0149-5

342.

Jiuwen, Cao; Kummert, Anton; Zhiping, Lin; Velten, Jörg
Recent Advances in Machine Learning for Signal Analysis and Processing
Journal of The Franklin Institute, Special Issue, 355 (4) :1513-2066
März 2018

341.

Velten, Jörg; Kummert, Anton; Wagner, D.; Galkowski, K.
A k-D Stability Measure for Discrete Roesser-Like System Implementations
Januar 2018

340.

Freeman, I.; Roese-Koerner, Lutz; Kummert, A.
Effnet: An Efficient Structure for Convolutional Neural Networks
2018 25th IEEE International Conference on Image Processing (ICIP), Seite 6-10
2018

DOI: 10.1109/ICIP.2018.8451339

339.

Sulikowski, Bartlomiej; Kummert, Anton
Feature investigation and control systems design for spatially interconnected systems
2018

338.

Buß, M.; Steiniger, Y.; Benen, S.; Kraus, D.; Kummert, A.; Stiller, D.
Hand-Crafted Feature Based Classification against Convolutional Neural Networks for False Alarm Reduction on Active Diver Detection Sonar Data
OCEANS 2018 MTS/IEEE Charleston, Seite 1-7
2018

DOI: 10.1109/OCEANS.2018.8604902

337.

Grunert, T.; Schade, C.; Michalik, Claudia; Fielsch, S.; Brandes, L.; Kummert, A.
ODESCA: A tool for control oriented modeling and analysis in MATLAB
2018 European Control Conference (ECC), Seite 2959-2964
2018

DOI: 10.23919/ECC.2018.8550449

336.

Zimmer, C.; Theuerkauf, N.; Kraus, D.; Kummert, A.
Transmitter Pattern Optimization by Conformal Antenna Shape Design
OCEANS 2018 MTS/IEEE Charleston, Seite 1-5
2018

DOI: 10.1109/OCEANS.2018.8604714

335.

Kolonko, L.; Velten, J.; Kummert, A.
Word Length Optimization of 2-D Wave Digital Filters with Weighted Quantization Error Variances
2018 IEEE International Symposium on Circuits and Systems (ISCAS), Seite 1-5
2018

DOI: 10.1109/ISCAS.2018.8351042

334.

Sulikowski, Bartlomiej; Galkowski, Krzysztof; Kummert, Anton; Rogers, Eric
Two-dimensional(2D) systems approarch to feedforward/feedback control of a classofspatially interconnected systems
Dezember 2017

333.

Ghorban, Farzin; Su, Yu; Meuter, Mirko; Kummert, Anton
Insatiate boosted forest: Towards data exploitation in object detection
2017 13th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), Seite 331 - 338
November 2017