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Identification of Martensite Bands in Dual‐Phase Steels: A Deep Learning Object Detection Approach Using Faster Region‐Based‐Convolutional Neural Network2023 steel research international article Engineering Microstructure and Mechanical Properties of Steels Open access
Niklas C. Fehlemann, Ana Lia Suarez Aguilera, Stefan Sandfeld, Maximilian Neite, David Lenz, Markus Könemann, +1 more
9citations -
Environment Perception and Object Tracking for Autonomous Vehicles in a Harbor Scenario2020 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Engineering Robotics and Sensor-Based Localization cited by 1 patent
Jiaying Lin, Lucas Koch, Martin Kurowski, Jan-Jöran Gehrt, Dirk Abel, René Zweigel
16citations -
Data-driven systematic parameter identification of an electrochemical model for lithium-ion batteries with artificial intelligence2021 Energy storage materials article Engineering Advanced Battery Technologies Research Open access cited by 2 patents
Weihan Li, Iskender Demir, Decheng Cao, Dominik Jöst, Florian Ringbeck, Dirk Uwe Sauer
210citations -
Identification and Characterization of Challenges in the Future of Manufacturing for the Application of Machine Learning8citations
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MobileCrack: Object Classification in Asphalt Pavements Using an Adaptive Lightweight Deep Learning2020 Journal of Transportation Engineering Part B Pavements article Engineering Infrastructure Maintenance and Monitoring
Yue Hou, Qiuhan Li, Qiang Han, Bo Peng, Linbing Wang, Xingyu Gu, +1 more
59citations -
Identification of Individually Altered Gait Behavior Using an Unobtrusive IMU Sensor Setup2022 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Engineering Gait Recognition and Analysis
Markus Lueken, Thea Laurentius, Leo Cornelius Bollheimer, Steffen K. Leonhardt, Chuong Ngo
1citations -
Construction of small sets of reference images for feature descriptors fitting and their use in the multiclassification of parts in industry2020 The International Journal of Advanced Manufacturing Technology article Engineering Industrial Vision Systems and Defect Detection
Herberth Birck Fröhlich, Natalia Grozmani, Dominik Wolfschläger, Armando Albertazzi Gonçalves, Robert Heinrich Schmitt
2citations -
Practical Nonlinear Model Predictive Control of a CNC Machining Center with Support Vector Machines2022 IEEE/ASME International Conference on Advanced Intelligent Mechatronics conference-paper Engineering Advanced Control Systems Optimization
Muzaffer Ay, Max Schwenzer, Sebastian Stemmler, Adrian Karl Rüppel, Dirk Abel, Thomas Bergs
2citations