Manuel Martin

Researcher, IAD, Fraunhofer IOSB

Joined

December 2019

Names

Manuel Martin

Emails

****@iosb.fraunhofer.de (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Researcher

IAD, Fraunhofer IOSB (iosb.fraunhofer.de)

2014 – Present

Advisors, Relations & Conflicts

PhD Advisor

Prof. Dr.-Ing. J. Marius Zöllner

2022 – 2023

Coauthor

Jun.-Prof Dr.-Ing Alina Roitberg

2017 – 2023

PhD Advisor

Prof. Dr.-Ing. Rainer Stiefelhagen

2014 – 2023

Expertise

3D human body pose based activity recognition

gcns

RNNs

2017 – Present

2D/3D human body pose estimation

CNNs

2014 – Present

driver monitoring

passenger monitoring

automated cars

2014 – Present

Publications

FlowNar: Scalable Streaming Narration for Long-Form Videos
Zeyun Zhong, Manuel Martin, David Schneider, Chengzhi Wu, Frederik Diederichs, Juergen Gall, Jürgen Beyerer
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Viewpoint Invariant 3D Driver Body Pose-Based Activity Recognition
Manuel Martin, David Lerch, Michael Voit
- Published: 01 Jan 2023, Last Modified: 02 Nov 2023
- IV 2023
- Readers: Everyone
A Survey on Deep Learning Techniques for Action Anticipation
Zeyun Zhong, Manuel Martin, Michael Voit, Juergen Gall, Jürgen Beyerer
- Published: 01 Jan 2023, Last Modified: 02 Nov 2023
- CoRR 2023
- Readers: Everyone
Watch Out Car, He's Drunk! How Passengers of Vehicles Perceive Risky Crossing Situations Based on Situational Parameters
Valeria Bopp-Bertenbreiter, Sabina Bähr, Simon Albrecht, Thomas Freudenmann, Mohanad El-Haji, Manuel Martin, Natalya Anh, Stephan Rauber
- Published: 01 Jan 2022, Last Modified: 02 Nov 2023
- HCI (34) 2022
- Readers: Everyone
Artificial Intelligence for Adaptive, Responsive, and Level-Compliant Interaction in the Vehicle of the Future (KARLI)
Frederik Diederichs, Christoph Wannemacher, Fabian Faller, Martin Mikolajewski, Manuel Martin, Michael Voit, Harald Widlroither, Eike Schmidt, Doreen Engelhardt, Lena Rittger, Vahid Hashemi, Manya Sahakyan, Massimo Romanelli, Bernd Kiefer, Victor Fäßler, Tobias Rößler, Marc Großerüschkamp, Andreas Kurbos, Miriam Bottesch, Pia Immoor et al. (6 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 02 Nov 2023
- HCI (40) 2022
- Readers: Everyone
An Evaluation of Different Methods for 3D-Driver-Body-Pose Estimation
Manuel Martin, Michael Voit, Rainer Stiefelhagen
- 2021 (modified: 15 Nov 2022)
- ITSC 2021
- Readers: Everyone
Dynamic Interaction Graphs for Driver Activity Recognition
Manuel Martin, Michael Voit, Rainer Stiefelhagen
- 2020 (modified: 15 Nov 2022)
- ITSC 2020
- Readers: Everyone
Analysis of Deep Fusion Strategies for Multi-Modal Gesture Recognition.
Alina Roitberg, Tim Pollert, Monica Haurilet, Manuel Martin, Rainer Stiefelhagen
- 2019 (modified: 10 Nov 2022)
- CVPR Workshops2019
- Readers: Everyone
Analysis of Deep Fusion Strategies for Multi-Modal Gesture Recognition
Alina Roitberg, Tim Pollert, Monica Haurilet, Manuel Martin, Rainer Stiefelhagen
- 2019 (modified: 15 Nov 2022)
- CVPR Workshops 2019
- Readers: Everyone
Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles
Manuel Martin, Alina Roitberg, Monica Haurilet, Matthias Horne, Simon Reiß, Michael Voit, Rainer Stiefelhagen
- 2019 (modified: 15 Nov 2022)
- ICCV 2019
- Readers: Everyone

View all 17 publications

Co-Authors

View all 60 co-authors