Publications

Azin Jahedi, Maximilian Luz, Marc Rivinius, Lukas Mehl, and Andrés Bruhn. MS-RAFT+: High Resolution Multi-Scale RAFT. International Journal of Computer Vision, 1573-1405, Springer, 2023. [PUMA: 2023 b04 sfbtrr161 visus visus:bruhnas visus:jahedian visus:mehlls visus:ri] URL

Azin Jahedi, Maximilian Luz, Marc Rivinius, Lukas Mehl, and Andrés Bruhn. MS-RAFT+: High Resolution Multi-Scale RAFT. International Journal of Computer Vision, 1573-1405, Springer, 2023. [PUMA: sfbtrr161 b04 2023] URL

Jenny Schmalfuss, Lukas Mehl, and Andrés Bruhn. Distracting Downpour: Adversarial Weather Attacks for Motion Estimation. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 10106-10116, October 2023. [PUMA: 2023 b04 sfbtrr161] URL

Jenny Schmalfuss, Lukas Mehl, and Andrés Bruhn. Distracting Downpour: Adversarial Weather Attacks for Motion Estimation. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 10106-10116, October 2023. [PUMA: 2023 b04 sfbtrr161 visus visus:bruhnas visus:mehlls visus:schmaljy] URL

Lukas Mehl, Jenny Schmalfuss, Azin Jahedi, Yaroslava Nalivayko, and Andrés Bruhn. Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 4981-4991, June 2023. [PUMA: 2023 b04 sfbtrr161] URL

Lukas Mehl, Jenny Schmalfuss, Azin Jahedi, Yaroslava Nalivayko, and Andrés Bruhn. Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 4981-4991, June 2023. [PUMA: 2023 b04 sfbtrr161 visus visus:bruhnas visus:jahedian visus:mehlls visus:schmaljy] URL

Lukas Mehl, Jenny Schmalfuss, Azin Jahedi, Yaroslava Nalivayko, and Andrés Bruhn. Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [PUMA: 2023 b04 myown sfbtrr161 visus visus:bruhnas visus:jahedian visus:mehlls visus:schmaljy] URL

Lukas Mehl, Azin Jahedi, Jenny Schmalfuss, and Andrés Bruhn. M-FUSE: Multi-frame Fusion for Scene Flow Estimation. Proc. Winter Conference on Applications of Computer Vision (WACV), January 2023. [PUMA: 2023 b04 from:christinawarren sfbtrr161 visus visus:bruhnas visus:mehlls visus:schmaljy] URL

Lukas Mehl, Azin Jahedi, Jenny Schmalfuss, and Andrés Bruhn. M-FUSE: Multi-frame Fusion for Scene Flow Estimation. Proc. Winter Conference on Applications of Computer Vision (WACV), January 2023. [PUMA: 2023 b04 sfbtrr161 visus visus:bruhnas visus:mehlls visus:schmaljy] URL

Jenny Schmalfuss, Erik Scheurer, Heng Zhao, Nikolaos Karantzas, Andres Bruhn, and Demetrio Labate. Blind image inpainting with sparse directional filter dictionaries for lightweight CNNs. Journal of Mathematical Imaging and Vision (JMIV), (65):323--339, 2023. [PUMA: 2023 b04 sfbtrr161 visus visus:bruhnas visus:schmaljy] URL

Jenny Schmalfuss, Erik Scheurer, Heng Zhao, Nikolaos Karantzas, Andres Bruhn, and Demetrio Labate. Blind image inpainting with sparse directional filter dictionaries for lightweight CNNs. Journal of Mathematical Imaging and Vision (JMIV), (65):323--339, 2023. [PUMA: sfbtrr161 b04 from:christinawarren 2023 visus:schmaljy visus visus:bruhnas] URL

Jenny Schmalfuss, Lukas Mehl, and Andrés Bruhn. Attacking Motion Estimation with Adversarial Snow. Proc. ECCV Workshop on Adversarial Robustness in the Real World (AROW), 2022. [PUMA: 2022 b04 from:christinawarren sfbtrr161 visus visus:bruhnas visus:mehlls visus:schmaljy] URL

Jenny Schmalfuss, Lukas Mehl, and Andrés Bruhn. Attacking Motion Estimation with Adversarial Snow. Proc. ECCV Workshop on Adversarial Robustness in the Real World (AROW), 2022. [PUMA: 2022 b04 sfbtrr161 visus visus:bruhnas visus:mehlls visus:schmaljy] URL

Jenny Schmalfuss, Philipp Scholze, and Andrés Bruhn. A Perturbation-Constrained Adversarial Attack for Evaluating the Robustness of Optical Flow. Proceedings of the European Conference on Computer Vision (ECCV), October 2022. [PUMA: 2022 b04 from:christinawarren sfbtrr161]

Jenny Schmalfuss, Philipp Scholze, and Andrés Bruhn. A Perturbation-Constrained Adversarial Attack for Evaluating the Robustness of Optical Flow. Proceedings of the European Conference on Computer Vision (ECCV), October 2022. [PUMA: 2022 b04 sfbtrr161 visus] URL

Azin Jahedi, Lukas Mehl, Marc Rivinius, and Andrés Bruhn. Multi-Scale RAFT: combining hierarchical concepts for learning-based optical flow estimation. Proceedings of the IEEE International Conference on Image Processing (ICIP), 1236-1240, October 2022. [PUMA: 2022 b04 from:christinawarren sfbtrr161] URL

Azin Jahedi, Lukas Mehl, Marc Rivinius, and Andrés Bruhn. Multi-Scale RAFT: combining hierarchical concepts for learning-based optical flow estimation. IEEE International Conference on Image Processing (ICIP), 2022. [PUMA: 2022 B04 sfbtrr161 visus visus:bruhnas visus:mehlls] URL

Markus Philipp, Neal Bacher, Stefan Sauer, Franziska Mathis-Ullrich, and Andrés Bruhn. From Chairs To Brains: Customizing Optical Flow For Surgical Activity Localization. Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), 1–5, IEEE, March 2022. [PUMA: 2022 b04 from:christinawarren sfbtrr161] URL

Markus Philipp, Neal Bacher, Stefan Sauer, Franziska Mathis-Ullrich, and Andrés Bruhn. From Chairs To Brains: Customizing Optical Flow For Surgical Activity Localization. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1–5, IEEE, March 2022. [PUMA: 2022 b04 sfbtrr161 visus visus:bruhnas] URL

Tim Krake, Andrés Bruhn, Bernhard Eberhardt, and Daniel Weiskopf. Efficient and Robust Background Modeling with Dynamic Mode Decomposition. Journal of Mathematical Imaging and Vision (2022), 2022. [PUMA: 2022 b01 b04 sfbtrr161 visus visus:kraketm visus:weiskopf] URL