PeopleofSuperintelligence

Researcher

Dariu Gavrila

Also known as Dariu M. Gavrila

Dariu Gavrila is a researcher whose pedestrian detection system reached Mercedes-Benz cars and whose later work explored how self-driving vehicles predict pedestrian behavior. He earned a computer science PhD at the University of Maryland in 1996, worked at Daimler R&D in Ulm from 1997 to 2016, and taught at the University of Amsterdam from 2004 to 2018. His 2019 work includes SafeVRU, a platform for self-driving vehicles and vulnerable road users, and a car demonstration that used pedestrian posture to judge whether someone had seen the vehicle. As of October 2026, he is a full professor and heads TU Delft's Intelligent Vehicles group.

Works
179
Citations
13,928
h-index
49
Badges

Publication numbers from OpenAlex, as of 19 October 2026.

Timeline

  1. 1996

    PhD at Maryland

    He completes a computer science PhD at the University of Maryland at College Park and visits MIT Media Laboratory in 1996.

  2. 1997–2016

    A career at Daimler

    From 1997 to 2016, he works at Daimler R&D in Ulm and becomes a Distinguished Scientist.

  3. 2004–2018

    Professor in Amsterdam

    From 2004 to 2018, he serves part-time as a professor of Intelligent Perception Systems at the University of Amsterdam.

  4. 2007–2019

    Transportation systems awards

    He receives the Dutch Science Foundation NWO I/O Award in 2007 and the IEEE Intelligent Transportation Systems Society Outstanding Application Award in 2014. In 2019, the society's Outstanding Research Award recognizes his work on active vulnerable road user safety and path prediction.

  5. 2013–2014

    PreSafe pedestrian braking

    In 2013–2014, his PreSafe Brake pedestrian system enters the Mercedes-Benz S-, E- and C-Class limousines, using a stereo camera to detect dangerous situations with pedestrians.

  6. 2019

    SafeVRU and road-user prediction

    In 2019, he coauthors SafeVRU, a research platform for self-driving vehicles to interact with pedestrians and cyclists; its perception system predicts their paths with Dynamic Bayesian Networks. His team demonstrates a car that reads pedestrian posture to judge whether a person has seen the vehicle, then brakes or steers away if crossing seems likely.

  7. 2025–2026

    Leading Intelligent Vehicles

    In 2025 and 2026, he leads TU Delft's Intelligent Vehicles group as a full professor, with research spanning autonomous mobility from perception to control.

Career

  1. Since 2025Delft University of TechnologyFull Professor and Group Head
  2. 2004–2018University of AmsterdamProfessor of Intelligent Perception Systems
  3. 1997–2016DaimlerDistinguished Scientist
  4. 1996Massachusetts Institute of Technology

Education

  1. 1996University of MarylandPhD

From the biography and OpenAlex affiliations (the years of papers that list the organization), so some years are approximate.

Most-cited works

  1. The Visual Analysis of Human Movement: A Survey1999 · Computer Vision and Image Understanding · 1,783 citations
  2. Monocular Pedestrian Detection: Survey and Experiments2008 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,214 citations
  3. Human motion trajectory prediction: a survey2020 · The International Journal of Robotics Research · 785 citations
  4. 3-D model-based tracking of humans in action: a multi-view approach1996 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 702 citations
  5. Real-time object detection for "smart" vehicles1999 · IEEE International Conference on Computer Vision (ICCV) · 633 citations

From OpenAlex, as of 19 October 2026.

  1. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes Massachusetts Institute of Technology. Our estimates of where the people shaping AI studied and where their careers led, from education records in cited biographies.
  2. The company share of AI researchers’ top papers rose from 2% to 32%Includes Delft University of Technology. We estimate where leading AI researchers worked when their most-cited papers appeared. The company share rose from 2% in 1975–1979 to 32% in 2020–2024.
  3. Google has the highest combined h-index among AI organizationsIncludes Delft University of Technology. Our estimates of combined and median h-index at AI organizations, using current affiliations and OpenAlex records.
  4. Stanford University trained or employed 20 of the 89 AI major-prize winners, more than any other universityIncludes Delft University of Technology. Stanford University trained or employed 20 of the 89 AI major-prize winners, more than any other university. We compare doctorate and employment links for major-prize and best-paper winners.

Colleagues

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

Sources and credits

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  1. Prof.dr. D. Gavrila tudelft.nl. Checked 19 October 2026.
  2. IEEE ITS Outstanding Research Award 2019: Dariu Gavrila intelligent-vehicles.org. Checked 19 October 2026.
  3. Self-driving cars begin to understand road users’ behaviour tudelft.nl. Checked 19 October 2026.
  4. SafeVRU | TU Delft Repository repository.tudelft.nl. Checked 19 October 2026.
  5. Zelfrijdende auto kan gedrag van voetgangers voorspellen nos.nl. Checked 19 October 2026.
  6. Researchers are developing a self-driving vehicle in the Robotics Lab delta.tudelft.nl. Checked 19 October 2026.
  7. Experts tudelft.nl. Checked 19 October 2026.