Project Details

Professor Dr. Daniel Cremers

Address Technische Universität München
Fakultät für Informatik
Lehrstuhl für Bildverarbeitung und Künstliche Intelligenz
Boltzmannstraße 3
85748 Garching

Projects

As Applicant
- Current projects
  - Differentiable Physics Simulators for Realistic 3D Reconstruction (Research Units)
  - Synthetic data and unsupervised annotations for data-driven video analysis. (Research Units)
  - Overcoming Bias and Data Inhomogeneity in Machine Learning: COVID-19 Imaging and Beyond (Research Grants)
- Completed projects
  - Auf Grundlage der Bayes`schen Methoden sollen sowohl optimale als auch effiziente Algorithmen für den Bereich Maschinensehen entwickelt werden (Independent Junior Research Groups)
  - Effiziente Methoden zur optimalen Bewegungssegmentierung (Research Grants)
  - Statistisches Formenwissen für die 3D-Rekonstruktion (Research Grants)
  - Variational Methods for Model-based Interacitve Analysis of Flows (Priority Programmes)
  - Dynamische statistische Modelle für zeitlich veränderliche implizite Formen (Research Grants)
  - Datengestützte Stabilisierung markerfreier videobasierter Motion-Capture-Systeme durch Integration von statistischen Lernmethoden in Retrieval- und Klassifikationstechniken für 3D-Bewegungsdaten (Research Grants)
  - Elastische Registrierung dreidimensionaler Formen durch kombinatorische Optimierung (Research Grants)
  - Superresolution Videos and Optical Flow based on Combinatorial and Variational Optimization (Research Grants)
  - Efficient Active Online Learning for 3D Reconstruction and Scene Understanding (Priority Programmes)
  - Multimodal sparsity models for segmentation of visual objects (Research Grants)
  - 3D-Surface Reconstruction (Research Units)
  - Functional Lifting 2.0: Efficient Convexifications for Imaging and Vision (Research Grants)
  - Splitting Methods for 3D Reconstruction and SLAM (Research Grants)
As Participating Researcher
- Completed projects
  - EXC 142: Cognition for Technical Systems (CoTeSys) (Clusters of Excellence)
As Project Head
- Current projects
  - Computational and structural aspects in multi-scale shape interpolation (CRC/Transregios)
  - Deep learning for shape reconstruction (CRC/Transregios)
As Co-Investigator
- Completed projects
  - Efficient representation and generation of consistent 3D and 4D maps (Research Units)

As Prizewinner
- Gottfried Wilhelm Leibniz-Programm 2016

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Professor Dr. Daniel Cremers

Additional Information

Servicenavigation

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Professor Dr. Daniel Cremers

Additional Information

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