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Manuel Martin

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2020 – today

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2024
[c17]
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  - conf/akwi/ReichhardtMB24
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Christian Reichhardt, Manuel Martin, Patrick Baier:
Open Set Gestenerkennung zur Interaktion zwischen Passanten und Fahrzeugen mit Automatisierungsfunktionen. AKWI Jahrestagung 2024: 31-46
[c16]
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David J. Lerch, Yasser El Bachiri, Manuel Martin, Frederik Diederichs, Rainer Stiefelhagen:
3D Skeleton-Based Driver Activity Recognition Using Self-Supervised Learning. ITSC 2024: 798-805
[c15]
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David J. Lerch, Zeyun Zhong, Manuel Martin, Michael Voit, Jürgen Beyerer:
Unsupervised 3D Skeleton-Based Action Recognition using Cross-Attention with Conditioned Generation Capabilities. WACV (Workshops) 2024: 202-211
[i3]
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  - journals/corr/abs-2407-04184
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Zeyun Zhong, Manuel Martin, Frederik Diederichs, Juergen Beyerer:
QueryMamba: A Mamba-Based Encoder-Decoder Architecture with a Statistical Verb-Noun Interaction Module for Video Action Forecasting @ Ego4D Long-Term Action Anticipation Challenge 2024. CoRR abs/2407.04184 (2024)
2023
[b1]
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Manuel Martin:
3D Human Body Pose-Based Activity Recognition for Driver Monitoring Systems. Karlsruhe University, Germany, 2023
[c14]
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Manuel Martin, David J. Lerch, Michael Voit:
Viewpoint Invariant 3D Driver Body Pose-Based Activity Recognition. IV 2023: 1-6
[c13]
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Bálint Varga, Dongxu Yang, Manuel Martin, Sören Hohmann:
Cooperative Decision-Making in Shared Spaces: Making Urban Traffic Safer Through Human-Machine Cooperation. SISY 2023: 109-114
[i2]
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  - journals/corr/abs-2309-17257
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Zeyun Zhong, Manuel Martin, Michael Voit, Juergen Gall, Jürgen Beyerer:
A Survey on Deep Learning Techniques for Action Anticipation. CoRR abs/2309.17257 (2023)
[i1]
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  - journals/corr/abs-2311-15991
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Zeyun Zhong, Chengzhi Wu, Manuel Martin, Michael Voit, Juergen Gall, Jürgen Beyerer:
DiffAnt: Diffusion Models for Action Anticipation. CoRR abs/2311.15991 (2023)
2022
[c12]
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  - conf/hci/DiederichsWFMMV22
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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, Arnd Engeln, Marlis Fleischmann, Miriam Schweiker, Anne Pagenkopf, Lesley-Ann Mathis, Daniela Piechnik:
Artificial Intelligence for Adaptive, Responsive, and Level-Compliant Interaction in the Vehicle of the Future (KARLI). HCI (40) 2022: 164-171
[c11]
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  - conf/hci/Bopp-Bertenbreiter22
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Valeria Bopp-Bertenbreiter, Sabina Bähr, Simon Albrecht, Thomas Freudenmann, Mohanad El-Haji, Manuel Martin, Natalya Anh, Stephan Rauber:
Watch Out Car, He's Drunk! How Passengers of Vehicles Perceive Risky Crossing Situations Based on Situational Parameters. HCI (34) 2022: 339-354
2021
[c10]
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  - conf/itsc/MartinVS21
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Manuel Martin, Michael Voit, Rainer Stiefelhagen:
An Evaluation of Different Methods for 3D-Driver-Body-Pose Estimation. ITSC 2021: 1578-1584
2020
[j2]
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  - journals/rcs/MoyaM20
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José de Jesús Moya, Manuel Martin:
Systematic Review of the State of the Art Regarding the Identification of Cancer Cells of the Leukemia Type with Digital Image Processing. Res. Comput. Sci. 149(4): 69-79 (2020)
[c9]
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Manuel Martin, Michael Voit, Rainer Stiefelhagen:
Dynamic Interaction Graphs for Driver Activity Recognition. ITSC 2020: 1-7

2010 – 2019

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2019
[c8]
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  - conf/cvpr/RoitbergPHMS19
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Alina Roitberg, Tim Pollert, Monica Haurilet, Manuel Martin, Rainer Stiefelhagen:
Analysis of Deep Fusion Strategies for Multi-Modal Gesture Recognition. CVPR Workshops 2019: 198-206
[c7]
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  - conf/hci/PattkeMV19
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Marco Pattke, Manuel Martin, Michael Voit:
Towards a Mixed Reality Assistance System for the Inspection After Final Car Assembly. HCI (10) 2019: 536-546
[c6]
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  - conf/iccv/MartinRHHRVS19
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Manuel Martin, Alina Roitberg, Monica Haurilet, Matthias Horne, Simon Reiß, Michael Voit, Rainer Stiefelhagen:
Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles. ICCV 2019: 2801-2810
2018
[j1]
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  - journals/at/LudwigMHFVSH18
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Julian Ludwig, Manuel Martin, Matthias Horne, Michael Flad, Michael Voit, Rainer Stiefelhagen, Sören Hohmann:
Driver observation and shared vehicle control: supporting the driver on the way back into the control loop. Autom. 66(2): 146-159 (2018)
[c5]
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Jutta Hild, Edmund Klaus, Jan Hendrik Hammer, Manuel Martin, Michael Voit, Elisabeth Peinsipp-Byma, Jürgen Beyerer:
A Pilot Study on Gaze-Based Control of a Virtual Camera Using 360°-Video Data. HCI (6) 2018: 419-428
[c4]
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Manuel Martin, Johannes Popp, Mathias Anneken, Michael Voit, Rainer Stiefelhagen:
Body Pose and Context Information for Driver Secondary Task Detection. Intelligent Vehicles Symposium 2018: 2015-2021
2017
[c3]
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Manuel Martin, Stephan Stuehmer, Michael Voit, Rainer Stiefelhagen:
Real time driver body pose estimation for novel assistance systems. ITSC 2017: 1-7
2016
[c2]
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  - conf/hci/BalthasarMCHB16
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Sebastian Balthasar, Manuel Martin, Florian van de Camp, Jutta Hild, Jürgen Beyerer:
Combining Low-Cost Eye Trackers for Dual Monitor Eye Tracking. HCI (2) 2016: 3-12
2015
[c1]
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  - conf/dagm/SchwarzWMSS15
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Anke Schwarz, Esther-Sabrina Wacker, Manuel Martin, M. Saquib Sarfraz, Rainer Stiefelhagen:
3D Facial Landmark Detection: How to Deal with Head Rotations? GCPR 2015: 424-434

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