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Lehrstuhl für Allgemeine Elektrotechnik und Theoretische Nachrichtentechnik


Prof. Dr.- Ing. Anton Kummert

M.Sc. Kathrin Kalischewski

 

Kontakt

Raum: FE 2.01
Telefon: +49 (0)202 439 1792
E-Mail: kalischewski{at}uni-wuppertal.de

 

Publikationen

Referenzen
9.
Jan-Christoph Schmitz; Stephan Tilgner; Kathrin Kalischewski; Daniel Wagner; Anton Kummert
Hands on Wheel Classification Based on Depth Images and Neural Networks
MATEC Web of Conferences Band 308 , Seite 06003.
EDP Sciences
2020
DOI: 10.1051/matecconf/202030806003
8.
K. Kalischewski; D. Wagner; J. Velten; A. Kummert
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

Schlüsselwörter: Training;Task analysis;Visualization;Spectrogram;Convolutional neural networks;Image recognition
7.
D. Wagner; K. Kalischewski; S. Tilgner; J. Velten; A. Kummert
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

Schlüsselwörter: Kernel;Generative adversarial networks;Training;Decoding;Generators;Loss measurement;Mutual information
6.
S. Tilgner; D. Wagner; K. Kalischewski; J. Velten; A. Kummert
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

Schlüsselwörter: Cameras;Cavity resonators;Biological neural networks;Training;Predictive models;Convolutional neural networks
5.
Kathrin Kalischewski; Daniel Wagner; Jörg Velten; Anton Kummert
Activity recognition for indoor movement and estimation of travelled path
2017 10th International Workshop on Multidimensional (nD) Systems (nDS) , Seite 1-5.
September 2017
DOI: 10.1109/nds.2017.8070613

Schlüsselwörter: accelerometer data, accelerometers, data analysis, feature extraction, Foot, gyroscopes, human activity detection, human activity recognition, IMU, indoor environment, indoor movement, indoor positioning systems, inertial measurement unit, learning (artificial intelligence), Legged locomotion, machine learning, mobile computing, path estimation, support vector machines, Training, wearable computers, wearables
4.
Jörg Velten; Daniel Wagner; Lech Kolonko; Kathrin Kalischewski; Stephan Tilgner; Tim Schwerdtfeger; Anton Kummert
Examination of direct form vs. WDF realization of a 2-D quadrantal fan filter in FPGA hardware
Multidimensional (nD) Systems (nDS), 2017 10th International Workshop on
September 2017
DOI: 10.1109/NDS.2017.8070614
3.
Daniel Wagner; Kathrin Kalischewski; Jörg Velten; Anton Kummert
Activity recognition using inertial sensors and a 2-D convolutional neural network
Multidimensional (nD) Systems (nDS), 2017 10th International Workshop on , Seite 1-6.
September 2017
DOI: 10.1109/NDS.2017.8070615
2.
Kathrin Kalischewski; Daniel Wagner; Jörg Velten; Anton Kummert
Orientation and Positioning with Inertial Sensors for walking frame guidance
of the 9th International Workshop on Multidimensional (nD) Systems (nDS'15) , Seite 78 - 82.
Vila Real, Portugal
September 2015
1.
Daniel Wagner; Kathrin Kalischewski; Jörg Velten; Anton Kummert
Detection of ascending and descending stairways by surface normal vectors
of the 9th International Workshop on Multidimensional (nD) Systems (nDS'15) , Seite 83 - 86.
Vila Real, Portugal
September 2015
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