Simon Matern

According to our database, Simon Matern authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Tracking Mouse from Incomplete Body-Part Observations and Deep-Learned Deformable-Mouse Model Motion-Track Constraint for Behavior Analysis.

Olaf Hellwich, Niek Andresen, Katharina Hohlbaum, Marcus N. Boon, Monika Kwiatkowski, Simon Matern, Patrik Reiske, Henning Sprekeler, Christa Thöne-Reineke, Lars Lewejohann, Huma Ghani Zada, Michael Brück, Soledad Traverso

CoRR, January, 2025

Swin-∇: Gradient-Based Image Restoration from Image Sequences using Video Swin-Transformers.

Monika Kwiatkowski, Simon Matern, Olaf Hellwich

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

ConDL: Detector-Free Dense Image Matching.

Monika Kwiatkowski, Simon Matern, Olaf Hellwich

CoRR, 2024

SIDAR: Synthetic Image Dataset for Alignment & Restoration.

Monika Kwiatkowski, Simon Matern, Olaf Hellwich

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Decomposer: Semi-supervised Learning of Image Restoration and Image Decomposition.

Boris Meinardus, Mariusz Trzeciakiewicz, Tim Herzig, Monika Kwiatkowski, Simon Matern, Olaf Hellwich

CoRR, 2023

2022

Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks.

Tianyi Hu, Monika Kwiatkowski, Simon Matern, Olaf Hellwich

CoRR, 2022

DIAR: Deep Image Alignment and Reconstruction Using Swin Transformers.

Monika Kwiatkowski, Simon Matern, Olaf Hellwich

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2022