Publikationen

418.

S. Tilgner, D. Wagner, K. Kalischewski, J. Schmitz and A. Kummert, "Study on the Influence of Multiple Image Inputs of a Multi-View Fusion Neural Network Based on Grad-CAM and Masked Image Inputs" in 2020 28th European Signal Processing Conference (EUSIPCO), 2021, pp. 1427-1431.

DOI: 10.23919/Eusipco47968.2020.9287315

ISBN: 978-9-0827-9705-3

417.

D. Michalik, P. Kohl, M. Krause, A. Kummert and T. Meisen, "Synergiepotenziale von Virtual City Twins im Bereich automatisiertes Fahren ? Beschleunigung der technischen Entwicklung und " in Making Connected Mobility Work, Proff, Heike, Eds. <prt>Springer Fachmedien Wiesbaden</prt>, 2021.

416.

M. Goubeaud, P. Joußen, N. Gmyrek, F. Ghorban, L. Schelkes and A. Kummert, "Using Variational Autoencoder to augment Sparse Time series Datasets" in 2021 7th International Conference on Optimization and Applications (ICOA), 2021, pp. 1-6.

DOI: 10.1109/ICOA51614.2021.9442619

415.

M. Goubeaud, P. Joußen, N. Gmyrek, F. Ghorban and A. Kummert, "White Noise Windows: Data Augmentation for Time Series" in 2021 7th International Conference on Optimization and Applications (ICOA), 2021, pp. 1-5.

DOI: 10.1109/ICOA51614.2021.9442656

414.

G. Maus and D. Brückmann, "Absolute phase measurements using off-the-shelf {BLE} components" in Wireless Congress: Systems & Applications, Nov. 2020.

413.

G. Maus and D. Brückmann, "A Non-Intrusive, Single-Sided Car Traffic Monitoring System Based on Low-Cost {BLE} Devices" in 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2020, pp. 1--5.

DOI: 10.1109/ISCAS45731.2020.9181215

412.

N. Kuxdorf-Alkirata, G. Maus, M. Gemci and D. Brückmann, "A passive fingerprinting approach for device-free surveillance and localization applications using a {Bluetooth Low Energy} infrastructure" in 2020 IEEE 24th International Conference on Intelligent Engineering Systems (INES), 2020, pp. 31--36.

DOI: 10.1109/INES49302.2020.9147184

411.

L. Kolonko, J. Velten and A. Kummert, "A Playful Energy Harvesting Based Teaching Platform for Physical Computing" in 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2020, pp. 1-5.

DOI: 10.1109/ISCAS45731.2020.9181121

410.

F. Dehghani, F. Ghorban, J. Velten and A. Kummert, "A Search for Visual Features in Adversarial Networks" in AmE 2020 - Automotive meets Electronics; 11th GMM-Symposium, 2020, pp. 1-6.

409.

G. Maus and D. Brückmann, "Discrete Frequency Chirp Radar Using Off-The-Shelf {BLE} Components" in 2020 IEEE 7th International Conference on Control, Decision and Information Technologies (CoDIT), 2020, pp. 645--649.

DOI: 10.1109/CoDIT49905.2020.9263940

408.

J. Cao, J. Zhu, W. Hu and A. Kummert, "Epileptic Signal Classification With Deep EEG Features by Stacked CNNs", IEEE Transactions on Cognitive and Developmental Systems, vol. 12, no. 4, pp. 709-722, 2020.

DOI: 10.1109/TCDS.2019.2936441

407.

L. Hahn, F. Hasecke and A. Kummert, "Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances" in 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), 2020, pp. 1-6.

DOI: 10.1109/ITSC45102.2020.9294217

406.

J. Schmitz, S. Tilgner, K. Kalischewski, D. Wagner and A. Kummert, "Hands on Wheel Classification Based on Depth Images and Neural Networks" in MATEC Web of Conferences, 2020, pp. 06003.

DOI: 10.1051/matecconf/202030806003

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405.

J. Malerczyk, S. Lerch, B. Tibken and A. Kummert, "Impact of intelligent agents on the avoidance of spontaneous traffic jams on two-lane motorways" in MATEC Web of Conferences, 2020, pp. 05003.

DOI: 10.1051/matecconf/202030805003

404.

M. Goubeaud, T. Grunert, J. Lützenkirchen, P. Joußen, F. Ghorban and A. Kummert, "Introducing a New Benchmarked Dataset for Mechanical Stop Detection of Stepper Motors" in 2020 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2020, pp. 1-4.

DOI: 10.1109/ICECS49266.2020.9294985

403.

L. Kolonko, J. Velten and A. Kummert, "Optimization of Artificial Port Reflectances for Wave Digital Filters with Topology-Related Delay-Free Loops" in 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS), 2020, pp. 170-173.

DOI: 10.1109/MWSCAS48704.2020.9184701

402.

B. Sulikowski, K. Gałkowski, E. Rogers and A. Kummert, "Robust Iterative Learning Control for ladder circuits with mixed uncertainties" in 2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV), 2020, pp. 932-937.

DOI: 10.1109/ICARCV50220.2020.9305407

401.

H. Treichel, M. Krause, D. Michalik and P. Kohl, "User-driven development (UDD): Ans" in Neue Dimensionen der Mobilit, Proff, Heike, Eds. <prt>Springer Fachmedien Wiesbaden</prt>, 2020, pp. 433--448.

DOI: 10.1007/978-3-658-29746-6_36

ISBN: 978-3-658-29745-9 978-3-658-29746-6

400.

G. Maus and D. Brückmann, "Behavioral Recognition Applications Using a Low-Cost {BLE} Based Sensor Platform for Electromagnetic Field Distribution Monitoring" in Wireless Congress: Systems & Applications, Okt. 2019.

399.

L. Kolonko, J. Velten and A. Kummert, "An Improved Multi-Dimensional Approach to Wave Digital Filters with Topology-Related Delay-Free Loops using Automatic Differentiation" in 2019 IEEE 62nd International Midwest Symposium on Circuits and Systems (MWSCAS), Aug. 2019, pp. 1163-1166.

DOI: 10.1109/MWSCAS.2019.8885341

398.

G. Maus, N. Kuxdorf-Alkirata, D. Brückmann and M. Gemci, "A low-cost {BLE} based sensor platform for efficient Received Signal Strength monitoring" in 2019 IEEE 62nd International Midwest Symposium on Circuits and Systems (MWSCAS), 2019, pp. 1199--1202.

DOI: 10.1109/MWSCAS.2019.8884973

397.

L. Kolonko, J. Velten and A. Kummert, "A Raspberry Pi Based Video Pipeline for 2-D Wave Digital Filters on Low-Cost FPGA Hardware" in 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 2019, pp. 1-5.

DOI: 10.1109/ISCAS.2019.8702369

396.

D. Wagner, K. Kalischewski, S. Tilgner, J. Velten and A. Kummert, "Automatic Labeling of Industrial Images by using Generative Adversarial Networks" in 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 2019, pp. 1-5.

DOI: 10.1109/ISCAS.2019.8702195

395.

N. Kuxdorf-Alkirata, G. Maus and D. Brückmann, "Efficient calibration for robust indoor localization based on low-cost {BLE} sensors" in 2019 IEEE 62nd International Midwest Symposium on Circuits and Systems (MWSCAS), 2019, pp. 702--705.

DOI: 10.1109/MWSCAS.2019.8885056

394.

J. Cao, J. Zhu, W. Hu and A. Kummert, "Epileptic Signal Classification with Deep <prt>EEG</prt> Features by Stacked <prt>CNN</prt>s", IEEE Transactions on Cognitive and Developmental Systems, pp. 1, 2019.

DOI: 10.1109/TCDS.2019.2936441