M.Sc. Norbert Mitschke

  • Hertzstraße 16
    Geb. 06.35
    76187 Karlsruhe

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Publikationen


2021
Image-Based Visual Servoing of Rotationally Invariant Objects Using a U-Net Prediction.
Mitschke, N.; Heizmann, M.
2021. 7th International Conference on Automation, Robotics and Applications (ICARA), 235–240, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICARA51699.2021.9376577
Task Specific Image Enhancement for Improving the Accuracy of CNNs.
Mitschke, N.; Ji, Y.; Heizmann, M.
2021. Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods. Volume 1: ICPRAM, 174–181, SciTePress. doi:10.5220/0010186301740181
2020
Semantische Segmentierung von Ankerkomponenten von Elektromotoren.
Mitschke, N.; Heizmann, M.
2020. Forum Bildverarbeitung 2020. Ed.: T. Längle ; M. Heizmann, 329–340, KIT Scientific Publishing
Advanced Quantization Methods for CNNs.
Mitschke, N.; Heizmann, M.
2020. 2020 14th International Symposium on Electronics and Telecommunications (ISETC), November 05-06, 2020, Timisoara, Romania: Conference Proceedings, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISETC50328.2020.9301104
2019
A Fixed-Point Quantization Technique for Convolutional Neural Networks Based on Weight Scaling.
Mitschke, N.; Heizmann, M.; Noffz, K.; Wittmann, R.
2019. 2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, 22-25 Sept. 2019, 3836–3840, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIP.2019.8803490
2018
Cyclic bit loading for adaptive OFDM in narrowband power line communications.
Kaiser, C.; Mitschke, N.; Dostert, K.
2018. 2018 IEEE International Symposium on Power Line Communications and its Applications, ISPLC 2018; Manchester; United Kingdom; 8 April 2018 through 11 April 2018, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISPLC.2018.8360225
Gradient Based Evolution to Optimize the Structure of Convolutional Neural Networks.
Mitschke, N.; Heizmann, M.; Noffz, K.-H.; Wittmann, R.
2018. 25th IEEE International Conference on Image Processing, ICIP 2018; Megaron Athens International Conference Centre (MAICC)Athens; Greece; 7 October 2018 through 10 October 2018, 3438–3442, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIP.2018.8451394
Ein evolutionärer Ansatz für die automatische Ermittlung der Topologie neuronaler Netze = An evolutionary approach to automatically determine the topology of a neural network.
Mitschke, N.; Heizmann, M.; Noffz, K.-H.; Wittmann, R.
2018. Forum Bildverarbeitung 2018. Hrsg.: T. Längle, P. L. Fernando, M. Heizmann, 185–196, KIT Scientific Publishing. doi:10.5445/IR/1000088269