Department of Computer Science
Computer Vision and Geometry Group
CAB G 86.3
I'm working on mobile localization and 3D reconstruction on smartphones and micro air vehicles. I started my aerial robotics project, PIXHAWK, in 2009 as a master student.
I participated in the sFly EU research project 2011-2012 and
I'm currently mostly working on realtime 3D reconstruction on mobile phones. I maintain in my spare time the open source and open hardware PX4 autopilot platform.
Semester / Master Theses (ETH Students)
You can do semester, bachelor or master theses as well as D-ITET group projects and D-MAVT focus projects with me. Note that students that
performed well on a thesis have the opportunity to do an internship
with a partner company in San Diego, California.
- 2008 — ETH Excellence and Opportunity Award - two year full scholarship for master studies and a personal research project (PIXHAWK).
- 2009 — 1st Place EMAV 2009 Indoor Autonomy with my PIXHAWK student team (Photos)
- 2010 — 2nd Place IMAV 2010 Indoor Autonomy, Rotary Wing with my PIXHAWK student team (Photos)
- 2011 — ABB Research Prize for master thesis "Fast and Robust Localization and Mapping on Micro Air Vehicles" (ABB Press Release)
- 2012 — Qualcomm Innovation Fellowship for research on visual-inertial motion tracking on mobile devices
ZURICH.MINDS Talk on Open Hardware
- Dominik Honegger, Lorenz Meier, Petri Tanskanen and Marc Pollefeys. An Open Source and Open Hardware Embedded Metric Optical Flow CMOS Camera for Indoor and Outdoor Applications, ICRA2013 (accepted).
- Friedrich Fraundorfer, Lionel Heng, Dominik Honegger, Gim Hee Lee, Lorenz Meier, Petri Tanskanen, and Marc Pollefeys. Vision-Based Autonomous Mapping and Exploration Using a Quadrotor MAV, Proc. IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2012. (PDF)
- Dominik Honegger, Lorenz Meier, Petri Tanskanen, Pierre Greisen, and Marc Pollefeys. Real-time velocity estimation based on optical flow and disparity matching, Proc. IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2012. (PDF)
- Lorenz Meier, Petri Tanskanen, Friedrich Fraundorfer, and Marc Pollefeys. PIXHAWK: A system for autonomous flight using onboard computer vision, Robotics and Automation (ICRA), 2011 IEEE International Conference on , vol., no., pp.2992-2997, 9-13 May 2011
doi: 10.1109/ICRA.2011.5980229 (PDF, BibTex)
- Lionel Heng, Lorenz Meier, Petri Tanskanen, Friedrich Fraundorfer, and Marc Pollefeys. Autonomous Obstacle Avoidance and Maneuvering on a Vision-Guided MAV Using On-Board Processing, In International Conference on Robotics and Automation (ICRA), 2011. (PDF)
- Lorenz Meier, Petri Tanskanen, Lionel Heng, Gim Hee Lee, Friedrich Fraundorfer, and Marc Pollefeys. Pixhawk: A micro aerial vehicle design for autonomous flight using onboard computer vision. Autonomous Robots (AURO), 2012. (PDF, BibTex)
- Florian Mansmann, Lorenz Meier, and Daniel Keim. "Graph-based monitoring of host behavior for network security." Proc. Visualization for Cyper Security (VIZSEC) (2007): 187-202.
I maintain and contribute to a number of open source projects. SEE THE VIDEOS BELOW!.
- PX4 Autopilot - High-perfomance, open hardware/software, low cost, POSIX inspired autopilot (PX4FMU) for
micro air vehicles. Core developer / maintainer
- QGroundControl - an user interface (GUI)
to small unmanned aerial vehicles. Main developer / maintainer
- MAVLink - communication library
for small-to-large robotic vehicles. Main developer / maintainer
- MAVCONN - Linux/Unix/Posix middleware for
micro air vehicles, uses MAVLink as message format. Core developer / maintainer
Overview video of the PX4 Autopilot Hardware and Flight (2012)
Autonomous pure vision based exploration (IROS 2012)
ZURICH.MINDS Talk on "A Vision for Autonomous Flight"
PX4 Open Source Project Autonomous Multicopter Flight
sFly ETH EU Project Video — joint work with ETH ASL and EU partners (2012)
Autonomous Flight using Computer Vision in Natural Indoor and Outdoor Environments (2011)
QGroundControl Operator Control Unit (2011)
Interactive, autonomous PIXHAWK Demo at the European Computer Vision Conference (ECCV 2010)
Autonomous marker based flight (IMAV 2010)
PIXHAWK at onboard pattern recognition (EMAV 2009)
PIXHAWK won the 1st place in the Indoor Competition at EMAV 2009, Delft, Netherlands.
With more than 50 students in the PIXHAWK team over ten semesters the project has a successful track of student theses.
Students can do master theses, semester theses, bachelor theses and research in computer science projects with us.
We're welcoming computer science, robotics, electrical engineering and mechanical engineering students with a
focus in computer vision, robotics, control and electronics design.
If you're interested in one of these theses, please contact me via email (lm inf.ethz.ch)
- Semester / master thesis: Airborne 3D Reconstruction — Semester or master thesis in which the PX4 autopilot
and an ODROID-U2 should be utilized on a rotary wing or fixed wing platform to capture large outdoor scenes and process them offline with standard structure from motion techniques.
- Master thesis: Realtime Robust Localization and Parallel Mapping on Smartphones (vision and inertial sensors, Galaxy SIII / S4)
- Master thesis: PX4 Autopilot on Linux
- Master thesis: Interaction with Micro Aerial Vehicles with Tablets
Completed and Ongoing Theses (since 2011)
- Precision Survival Kit Delivery with an Unmanned Aerial Vehicle [PDF], semester thesis, co-advised with Philipp Oettershagen / ASL / Prof. Roland Siegwart
- Finding Outback Joe — Julian Oes / HS 2013, Master thesis
- See and Avoid on Micro Air Vehicles — Thomas Gubler / FS 2013 ([PDF], Master thesis, co-advised with Javier Alonso Mora / ASL / Prof. Roland Siegwart)
- Obstacle avoidance using highspeed optical flow — Samuel Zihlmann / HS2012 (Master thesis)
- PX4 Autopilot Quadrotor GPS Flight — Damian Aregger / HS 2012 (Sem. Project)
- PX4 Autopilot System Design — Thomas Gubler, Julian Oes / FS 2012 (Sem. Project)
- PX4 Autopilot Airplane GPS Flight — Nils Wenzler, Ivan Ovinnikov / FS 2012 (D-ITET group project)
- Realtime optical flow and stereo on FPGA hardware — Dominik Honegger / HS 2011 (Master thesis)
- People detection and tracking — Benjamin Flueck / HS 2011 (Bachelor thesis)
- Quadrotor Control Design — Laurens Mackay / HS 2011 (Semester thesis)
- Computer Vision Lab (D-INFK) — HS2011
- Informatik I (D-MAVT) — FS2012
- Computer Vision Lab (D-INFK) — HS2012
- Informatik I (D-MAVT) — FS2013
- Computer Vision Lab (D-INFK) — HS2013