TY - CHAP A1 - Daus, Andreas A1 - Oster, Stefan A1 - Erbes, Christian A1 - Goldhammer, Michael A1 - Bochtler, Ulrich A1 - Thielemann, Christiane T1 - Electromagnetic exposure of neuronal networks on microelectrode arrays T2 - U.R.S.I. Landesausschuss in der Bundesrepublik Deutschland e.V., Kleinheubacher Tagung, Miltenberg, Abstracts KW - Neuronales Netz KW - Mikroelektrode KW - Array Y1 - 2013 SP - 29 EP - 30 ER - TY - CHAP A1 - Oster, Stefan A1 - Daus, Andreas A1 - Goldhammer, Michael A1 - Bochtler, Ulrich A1 - Thielemann, Christiane T1 - A Flexible RF Exposure Setup for Long-term Electrophysiological Investigations on Biological Samples in Vitro T2 - Progress In Electromagnetics Research Symposium Abstracts, Stockholm, Schweden KW - Neuronales Netz KW - Array KW - Mikroelektrode Y1 - 2013 ER - TY - CHAP A1 - Goldhammer, Michael A1 - Daus, Andreas A1 - Thielemann, Christiane A1 - Bochtler, Ulrich T1 - Flexible measurement setup for electromagnetic exposition of biological samples T2 - BioEM 2009, Davos, Switzerland KW - Elektromagnetische Strahlung KW - Messung Y1 - 2014 ER - TY - CHAP A1 - Daus, Andreas A1 - Goldhammer, Michael A1 - Bochtler, Ulrich A1 - Thielemann, Christiane T1 - Electromagnetic exposition of neuronal networks in vitro T2 - Radiofrequency fields and health KW - Neuronales Netz Y1 - 2014 ER - TY - CHAP A1 - Daus, Andreas A1 - Goldhammer, Michael A1 - Thielemann, Christiane T1 - Using three-dimensional cell culture systems on Microelectrode arrays for biosensing applications T2 - 7th international Meeting on subtrate-intergrated microelectrode arrays, Reutlingen KW - Array KW - Mikroelektrode KW - Biosensor Y1 - 2014 SN - 978-3-938345-08-5 SP - 314 EP - 315 ER - TY - CHAP A1 - Daus, Andreas A1 - Goldhammer, Michael A1 - Bochtler, Ulrich A1 - Thielemann, Christiane T1 - A new approach for the investigation of long-term effects of RF radiation on cells T2 - 28th Progress In Electromagnetics Research Symposium 2010, Cambridge KW - Hochfrequenz KW - Strahlung Y1 - 2014 ER - TY - CHAP A1 - Köhler, Sebastian A1 - Goldhammer, Michael A1 - Bauer, Sebastian A1 - Doll, Konrad A1 - Brunsmann, Ulrich A1 - Dietmayer, Klaus T1 - Early Detection of the Pedestrian’s Intention to Cross the Street T2 - 15th International IEEE Conference on Intelligent Transportation Systems (ITSC 2012), Anchorage, Alaska, USA. KW - Fahrerassistenzsystem KW - Bildverarbeitung Y1 - 2012 UR - http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2012/Koehler12-EDO.pdf U6 - https://doi.org/10.1109/ITSC.2012.6338797 SP - 1759 EP - 1764 ER - TY - CHAP A1 - Goldhammer, Michael A1 - Köhler, Sebastian A1 - Doll, Konrad A1 - Sick, Bernhard T1 - Track-Based Forecasting of Pedestrian Behavior by Polynomial Approximation and Multilayer Perceptrons T2 - Intelligent Systems and Applications - Extended and Selected Results from the SAI Intelligent Systems Conference (IntelliSys) 2015 N2 - We present an approach for predicting continuous pedestrian trajectories over a time horizon of 2.5 s by means of polynomial least squares approximation and multilayer perceptron (MLP) artificial neural networks. The training data are gathered from 1075 real urban traffic scenes with uninstructed pedestrians including starting, stopping, walking and bending in. The polynomial approximation provides an extraction of the principal information of the underlying time series in the form of the polynomial coefficients. It is independent of sensor parameters such as cycle time and robust regarding noise. Approximation and prediction can be performed very efficiently. It only takes 35 ms on an Intel Core i7 CPU. Test results show 28% lower prediction errors for starting scenes and 32% for stopping scenes in comparison to applying a constant velocity movement model. Approaches based on MLP without polynomial input or Support Vector Regression (SVR) models as motion predictor are outperformed as well. KW - Fußgänger KW - Verkehrsverhalten KW - Prognose Y1 - 2016 SN - 978-3-319-33386-1 SP - 259 EP - 279 PB - Springer International Publishing ER - TY - CHAP A1 - Goldhammer, Michael A1 - Brunsmann, Ulrich A1 - Doll, Konrad T1 - Verkehrssicherheitsforschung: Bildverabeitung an intelligenten Kreuzungen T2 - Messe-Exponat und Vortrag, Vision 2012, Stuttgart, 06.-08. November KW - Bildverarbeitung KW - Verkehrssicherheit Y1 - 2012 ER - TY - CHAP A1 - Goldhammer, Michael A1 - Strigel, Elias A1 - Meissner, Daniel A1 - Brunsmann, Ulrich A1 - Doll, Konrad A1 - Dietmayer, Klaus T1 - Cooperative Multi Sensor Network for Traffic Safety Applications at Intersections T2 - 15th International IEEE Conference on Intelligent Transportation Systems (ITSC 2012), Anchorage, Alaska, USA. KW - Fahrerassistenzsystem KW - Bildverarbeitung Y1 - 2012 U6 - https://doi.org/10.1109/ITSC.2012.6338672 SP - 1178 EP - 1183 ER - TY - CHAP A1 - Goldhammer, Michael A1 - Hubert, Andreas A1 - Köhler, Sebastian A1 - Zindler, Klaus A1 - Brunsmann, Ulrich A1 - Doll, Konrad A1 - Sick, Bernhard T1 - Analysis on Termination of Pedestrians‘ Gait at Urban Intersections T2 - Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on KW - Fahrerassistenzsystem KW - Fußgänger Y1 - 2014 U6 - https://doi.org/10.1109/ITSC.2014.6957947 SP - 1758 EP - 1763 PB - IEEE CY - Qingdao, China ER -