Steffen Becker
Software Developer @ 4am Robotics
About
As a Graduate of Geodesy and Geoinformatics I am eager to learn and to develop the next generation of Computer Vision algorithms and to map the world! - Passionate about Image Processing, Machine Learning, Object Detection and Drones - Love for coding and capturing the reality with Cameras, Lidar/Laser sensors or Radars - Wide knowledge of capturing, processing and visualisation of geospatial data - Over 2 years of combined internship experience with Geodata - Studied and worked on three different continents - Developed an image-based UAV reference system to evaluate the sensor accuracy of future cars - Received the INTERGEO Next Generation Science and Geoinnovation Award I can't wait for the next chapter in my career and love to connect with other passionate people.
Germany
Karlsruhe
Information Technology & Services
Robot Operating System (ROS), Linux, Supervised Learning, Object Recognition, Geoinformatics, Computer-Vision, Machine Learning, Object Detection, Image Analysis, Image Processing, Motion Tracking, Photogrammetry, Satellite Imagery, LiDAR, Python (Programming Language), C++, UAV, Deep Learning, OpenCV, Autodesk ReCap
Experience
Software Developer
4am Robotics
Leinfelden-Echterdingen, Baden-Württemberg, Germany
- Perception of transport boxes and shelves using RGBD data (OpenCV, PCL) - Development of ROS components (state machine with FlexBE, tooling, etc.) - Commissioning of robots at the customer site - supervision of students
Tutor for Image Processing
University of Melbourne
Melbourne, Victoria, Australia
Tutoring for class of 30 students. Topics: - Satellite Image Interpretation with ENVI - Assessment of burn scars using satellite imagery with ENVI - Satellite Image classification with ENVI - Georeferencing and Orthorectification with Agisoft Metashape
Research Assistant of Computer Vision
University of Melbourne
Melbourne, Victoria, Australia
Reality Capture Methods for Remote Inspection of Construction Sites
Master Thesis
IAV GmbH
Heimsheim, Baden-Württemberg, Germany
Developed an image-based Detection of traffic-relevant parameters of vehicles from UAV images: - UAV recordings of traffic scenes - Self-Calibration of the UAV-camera - Scale-Determination in the recorded images - Vehicle Instance Segmentation with Deep-Learning methods - Tracking of moving vehicles from moving UAV - Motion Compensation to determine the background motion - Programming happened in Python, using OpenCV and TensorFlow in particular
Intern for Intelligent Driving Functions
IAV GmbH
Heimsheim, Baden-Württemberg, Germany
- Involved in the development and validation of an image-processing pipeline to evaluate driving functions - Managed inspection catalogs for automated driving functions - VBA-Tooling: Automation of the verification process of diagnostic protocols
Working student for Geoinformation Systems and Geomarketing
Fiducia & GAD IT AG
Karlsruhe, Baden-Württemberg, Germany
Responsible for analyses of market potential for banks with the geoinformation system ArcGIS. - Management and Visualisation of geospatial data
Student intern for Processing of Radar Data
University of Alaska Fairbanks
Fairbanks, Alaska, United States
Development of automatic processing techniques of radar data for the monitoring of volcanic hazards
Education
Karlsruhe Institute of Technology (KIT)
Geodesy and Geoinformatics
Karlsruhe Institute of Technology (KIT)
Geodäsie und Geoinformatik
Steffen Becker's Contact Information
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