Schlagwörter
Skills
Kernkompetenzen:
Video-/Bildverarbeitung, Machine Vision, Objekterkennung, Tracking, Kalman-Filter
Multiview Stereo, Structure from Motion
3D Rekonstruktion
Optical Flow, Scene Flow
Machine Learning,
Entwicklung neuer Algorithmen,
Implementierung und Test von Algorithmen,
Digitale Signalverarbeitung (DSP),
Simulation Tools:
MATLAB
Bibliotheken:
Intel IPP
Intel MKL
SciPy
CUDA
OpenMP
Programmiersprachen:
C/C++
Python
R
Latex
Matlab
Fortran
Datenanalyse:
Modellentwicklung
Datenaufbereitung
Datenanalyse
statistische Methoden
Video-/Bildverarbeitung, Machine Vision, Objekterkennung, Tracking, Kalman-Filter
Multiview Stereo, Structure from Motion
3D Rekonstruktion
Optical Flow, Scene Flow
Machine Learning,
Entwicklung neuer Algorithmen,
Implementierung und Test von Algorithmen,
Digitale Signalverarbeitung (DSP),
Simulation Tools:
MATLAB
Bibliotheken:
Intel IPP
Intel MKL
SciPy
CUDA
OpenMP
Programmiersprachen:
C/C++
Python
R
Latex
Matlab
Fortran
Datenanalyse:
Modellentwicklung
Datenaufbereitung
Datenanalyse
statistische Methoden
Projekthistorie
EMTensor GmbH
Mathematical modelling and numerical software development in microwave based tomographic inversion. I implemented several finite difference approximations to the Helmholtz equation and a new regularization method for the solution of the inverse problem. Testing of new algorithms on phantom images and real patient data.
GE Health Care :
Mathematical modelling and numerical realization of an algorithm for the reduction of noise in ultrasound imaging. The mathematical model was solved using a wavelet approximation at multiple scales. The code was developed in C++ using Intel IPP library for real time performance.
Daimler
Algorithm research in camera based driver assistance. My contribution was an algorithm for monocular based blind spot monitoring using optical flow for object detection.
Reisebereitschaft
Verfügbar in den Ländern
Deutschland, Österreich und Schweiz
Ab sofort
