PeopleofSuperintelligence

Researcher

Markus Enzweiler

Markus Enzweiler is a computer vision researcher who works on scene understanding for self-driving cars and intelligent robotics. He earned a computer science PhD at Heidelberg University in 2011, and in 2009 he and Dariu M. Gavrila published a survey of monocular pedestrian detection in IEEE Transactions on Pattern Analysis and Machine Intelligence. From 2010 to 2021 he worked at Daimler / Mercedes-Benz Research & Development in Stuttgart, won the 2012 IEEE ITS Society Best PhD Dissertation Award, and coauthored the Cityscapes dataset paper at CVPR in 2016. Since March 2021, he is a professor at Esslingen University of Applied Sciences, where he founded the Institute for Intelligent Systems in 2023 and directs it.

Now at
Esslingen University of Applied Sciences and Faculty of Computer Science and Engineering, Esslingen University of Applied Sciences
Born
1979
Badges

Years link to their sources.

Timeline

  1. 2002–2005

    Studies in Ulm and Toronto

    In 2002 and 2003, he is a visiting student researcher at the Centre for Vision Research at York University in Toronto. He receives his MSc degree in computer science from the University of Ulm in 2005.

  2. 2006–2011

    A doctorate in Heidelberg

    From 2006, he works toward a doctorate at the Faculty of Mathematics and Computer Science at Heidelberg University, and he receives the PhD degree in computer science in 2011.

  3. 2009

    A pedestrian detection survey

    In 2009, he and Dariu M. Gavrila publish "Monocular Pedestrian Detection: Survey and Experiments" in IEEE Transactions on Pattern Analysis and Machine Intelligence. Their paper surveys the components of a pedestrian detection system and compares four detection systems on data captured onboard a vehicle in an urban environment; they make the 8.5 GB data set public.

  4. 2010–2021

    Perception research at Daimler

    From 2010 to 2021, he works at Daimler AG / Mercedes-Benz AG Research & Development in Stuttgart on sensor-based environment perception for driver assistance systems and autonomous driving. His focus is camera- and LiDAR-based scene understanding for self-driving cars.

  5. 2012–2014

    Two IEEE ITS Society awards

    In 2012, he receives the IEEE Intelligent Transportation Systems Society Best PhD Dissertation Award, with first prize for his Heidelberg dissertation "Compound Models for Vision-Based Pedestrian Recognition", and the Uni-DAS Research Award. In 2014, he is part of the Daimler team that receives the society's Outstanding Application Award.

  6. 2016

    The Cityscapes dataset

    In 2016, he is one of nine authors of the CVPR paper that introduces Cityscapes, a benchmark suite and large-scale dataset for pixel-level and instance-level semantic labeling of urban street scenes. The stereo video sequences come from 50 different cities, and 5000 of the images have high-quality pixel-level annotations.

  7. March 2021

    Professor at Esslingen

    He becomes Professor for Autonomous Mobile Systems at Esslingen University of Applied Sciences in March 2021. His research there focuses on machine learning-based multi-sensor scene understanding and action planning for intelligent robotics.

  8. Since 2023

    Founding the Institute for Intelligent Systems

    He founds and directs the Institute for Intelligent Systems, established in 2023 at Esslingen's Faculty of Computer Science and Engineering. The institute researches and develops algorithms for autonomous systems and artificial intelligence.

Career

  1. Since 2023Faculty of Computer Science and Engineering, Esslingen University of Applied SciencesFounder, Director
  2. Since 2021Esslingen University of Applied SciencesProfessor for Autonomous Mobile Systems
  3. 2010–2021Daimler AG / Mercedes-Benz AG
  4. 2002–2003York UniversityVisiting Student Researcher

Education

  1. 2011Heidelberg UniversityPhD
  2. 2005Universität UlmMSc

From the biography.

  1. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes York University. We estimate where the people shaping AI studied and where their careers led. Massachusetts Institute of Technology leads with 467 former students, including 291 recorded doctorates.
  2. The company share of AI researchers’ top papers was 31% in 2020–2024 and 8% in 1970–1974Includes York University. We estimate where the people shaping AI worked when their most-cited papers appeared: the company share was 31% in 2020–2024 and 8% in 1970–1974, and Google led all organizations in 2020–2024.
  3. The median h-index is 48 at universities and 14 at frontier AI labsIncludes York University. The median h-index is 48 at universities and 14 at frontier AI labs. We compare publishing careers, recent citations, dual appointments and job moves across 2,420 university researchers and 308 frontier-lab researchers.
  4. Google has the highest combined h-index among AI organizationsIncludes Heidelberg University. We estimate that Google holds the highest combined h-index at 8,016, while universities account for 73% of the deduplicated total across AI organizations.

Colleagues

People with dated positions at the same organization in the same years.

Sources and credits

Photo: We have no published photo of Markus Enzweiler yet. Send us a free-licensed photo.

  1. Biography – Markus Enzweiler markus-enzweiler.de. Checked 21 October 2026.
  2. Markus Enzweiler | Esslingen University of Applied Sciences hs-esslingen.de. Checked 21 October 2026.
  3. Monocular Pedestrian Detection: Survey and Experiments - TRID trid.trb.org. Checked 21 October 2026.
  4. IEEE ITS Best Dissertation Award - IEEE ITSS ieee-itss.org. Checked 21 October 2026.
  5. The Cityscapes Dataset for Semantic Urban Scene Understanding (CVPR 2016 Open Access Repository) openaccess.thecvf.com. Checked 21 October 2026.
  6. [1604.01685] The Cityscapes Dataset for Semantic Urban Scene Understanding arxiv.org. Checked 21 October 2026.
  7. IIS - Our Profile | Esslingen University of Applied Sciences hs-esslingen.de. Checked 21 October 2026.