Publications

P. Bideau, D. Pham, M. Hansen, F. Dhellemmes, and J. Krause

Watching Swarm Dynamics from Above: A Framework for Advanced Object Tracking in Drone Videos

Manuscript submitted for publication

paper (short version)

M. Maier, A. Leonhardt, F. Blume, P. Bideau, O. Hellwich, and R. Abdel Rahman

Brain Dynamics of Mental State Attribution During Perception of  Social Robot Faces

Social Cognitive and Affective Neuroscience, April 2025
DOI: 10.1093/scan/nsaf027

paper

P. Bideau, E. Learned-Miller, C. Schmid, and K. Alahari

The Right Spin: Learning Object Motion from Rotation-Compensated Flow Fields

International Journal of Computer Vision, Jan. 2024
DOI: 10.1007/s11263-023-01859-x

paper

K. Pacher, J. Krause, P. Bartashevich, P. Romanczuk, P. Bideau, D. Pham, A. Burns, D. Deffner, F. Dhellemmes, B. Binder, K. Boswell, F. Galván-Magaña, P. Domenici,  and M. Hansen

Evidence for a by-product mutualism in a group hunter depends on prey movement state

Functional Ecology, Aug. 2024
DOI: 10.1111/1365-2435.14638

paper (short version)

N. Cai and P. Bideau

Active Event-Alignment for Monocular Distance Estimation

Proceedings IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan. 2025
DOI: 10.1109/WACV61041.2025.00245

paper, code

F. Blume, R. Qu, P. Bideau, M. Maier, R. Abdel Rahman,  and Olaf Hellwich

How Do You Perceive My Face? Recognizing Facial Expressions in Multi-Modal Context by Modeling Mental Representations

DAGM German Conference on Pattern Recognition (GCPR), April 2025
DOI: 10.1007/978-3-031-85187-2_2

paper, code

T. W. Neller, P. Bideau, D. Bierbach, W. Hönig, N. Lipovetzky, C. Muise, L. Coria, C. Wong, S. Rosenthal, Y. Lu , et al.

Model AI Assignments 2024

Proceedings of the AAAI Conference on Artificial Intelligence, Mar. 2024
DOI: 10.1609/aaai.v38i21.30386

paper, assignment

M. Halawa, O. Hellwich, and P. Bideau

Action-Based Contrastive Learning for Trajectory Prediction

European Conference on Computer Vision (ECCV), Oct. 2022
DOI: 10.1007/978-3-031-19842-7_9

paper

C. Gu, E. Learned-Miller, D. Sheldon, G. Gallego, and P. Bideau

The Spatio Temporal Poisson Point Process: A Simple Model for the Allignment of Event Camera Data

Proceedings IEEE/CVF International Conference on Computer Vision (ICCV), Jan. 2021
DOI: 10.1109/ICCV48922.2021.01324

paper, code

Z. Tang, F. Delattre, P. Bideau, M. D. Corner, and E. Learned-Miller

C-14: Assured Timestamps for Drone Videos

Proceedings of the 26th Annual International Conference on Mobile Computing and Networking (MobiCom), Sept. 2020
DOI: 10.1145/3372224.3419196

paper, code

P. Bideau, A. RoyChowdhury, R.R. Menon, and E. Learned-Miller

The Best of Both Worlds: Combining CNNs and Geomtric Constraints for Hierarchical Motion Segmentation

Proceedings IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), June. 2018
DOI: 10.1109/CVPR.2018.00060

paper, code, evaluation code

M. Halawa, F. Blume, P. Bideau, M. Maier, R. Abdel Rahman, and O. Hellwich

Multi-Task Multi-Modal Selfsupervised Learning for Facial Expression Recognition

Proceedings IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June 2024
DOI: 10.1109/CVPRW63382.2024.00463

paper, code

D. Pham, M. Hansen, F. Dhellemes, J. Krause, and P. Bideau

Watching Swarm Dynamics from Above: A Framwork for Advances Object Tracking in Drone Videos

Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June 2024
arXiv: 2406.07680 [cs.CV]

paper

N. Roth, P. Bideau, O. Hellwich, M. Rolfs, and K. Obermayer

A Modular Framework for Object-Based Saccadic Decisions in Dynamic Scenes

Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June 2021
arXiv: 2106.06073 [cs.CV]

paper

P. Bideau, J. Weinman, and E. Learned-Miller

Generating-Synthetic Training Data using Neural Style Transfer for Historical Map Text Recognition

Nov. 2019
Technical Report: UM-CS-2019-004

paper