Timo Kohlberger

According to our database1, Timo Kohlberger authored at least 32 papers between 2001 and 2024.

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Timeline

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Bibliography

2024
Advancing Multimodal Medical Capabilities of Gemini.
CoRR, 2024

2023
ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders.
CoRR, 2023

2019
Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection.
CoRR, 2019

2018
Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration.
CoRR, 2018

2017
Detecting Cancer Metastases on Gigapixel Pathology Images.
CoRR, 2017

2014
Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2012
Luggage visualization and virtual unpacking.
Proceedings of the Workshop at SIGGRAPH Asia, 2012

Precise Segmentation of Multiple Organs in CT Volumes Using Learning-Based Approach and Information Theory.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Evaluating Segmentation Error without Ground Truth.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Automatic Segmentation of Unknown Objects, with Application to Baggage Security.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Advanced level set segmentation of the right atrium in MR.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2009
Organ Segmentation with Level Sets Using Local Shape and Appearance Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2007
Variational domain decomposition for parallel image processing.
PhD thesis, 2007

Soft Level Set Coupling for LV Segmentation in Gated Perfusion SPECT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

2006
A Multigrid Platform for Real-Time Motion Computation with Discontinuity-Preserving Variational Methods.
Int. J. Comput. Vis., 2006

4D Shape Priors for a Level Set Segmentation of the Left Myocardium in SPECT Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

2005
Domain decomposition for variational optical-flow computation.
IEEE Trans. Image Process., 2005

Variational optical flow computation in real time.
IEEE Trans. Image Process., 2005

Discontinuity-Preserving Computation of Variational Optic Flow in Real-Time.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

2004
High performance cluster computing with 3-D nonlinear diffusion filters.
Real Time Imaging, 2004

Convex Set-Based Estimation of Image Flows.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Parallel Variational Motion Estimation by Domain Decomposition and Cluster Computing.
Proceedings of the Computer Vision, 2004

2003
Shape statistics in kernel space for variational image segmentation.
Pattern Recognit., 2003

Variational Dense Motion Estimation Using the Helmholtz Decomposition.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Variational dense motion estimation using a div-curl high-order regularization.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Domain Decomposition for Parallel Variational Optical Flow Computation.
Proceedings of the Pattern Recognition, 2003

Real-Time Optic Flow Computation with Variational Methods.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2002
Nonlinear Shape Statistics in Mumford-Shah Based Segmentation.
Proceedings of the Computer Vision, 2002

Designing 3-D Nonlinear Diffusion Filters for High Performance Cluster Computing.
Proceedings of the Pattern Recognition, 2002

2001
Nonlinear Shape Statistics via Kernel Spaces.
Proceedings of the Pattern Recognition, 2001


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