Maximilian Baust

发表

Playsourcing: A Novel Concept for Knowledge Creation in Biomedical Research

Nassir Navab, Shadi Albarqouni, Stefan Matl, 2016, LABELS/DLMIA@MICCAI.

Cardiac SPECT data analysis using graph-based convolutional neural networks

Nassir Navab, Maximilian Baust, N Spier, 2019, 57. Jahrestagung der Deutschen Gesellschaft für Nuklearmedizin.

Privacy-preserving Federated Brain Tumour Segmentation pdf

Daguang Xu, M. Jorge Cardoso, Maximilian Baust, 2019, MLMI@MICCAI.

BACH: Grand Challenge on Breast Cancer Histology Images

Catarina Eloy, Jin Tae Kwak, Maximilian Baust, 2018, Medical Image Anal..

Polar Active Contours for Medical Applications

Maximilian Baust, Maximilian Baust, 2012 .

Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging Based on a Riemannian Manifold Approach

Nassir Navab, Maximilian Baust, Tobias Lasser, 2016, IEEE Transactions on Medical Imaging.

Disocclusion-based 2D-3D registration for aortic interventions

Maximilian Baust, Nassir Navab, Frode Manstad-Hulaas, 2013, Comput. Biol. Medicine.

Computer-Aided Diagnosis of Pigmented Skin Dermoscopic Images

Nassir Navab, Maximilian Baust, Tobias Lasser, 2011, MCBR-CDS.

Midbrain Segmentation in Transcranial 3D Ultrasound for Parkinson Diagnosis

Nassir Navab, Maximilian Baust, Seyed-Ahmad Ahmadi, 2011, MICCAI.

3D Velocity Field and Flow Profile Reconstruction from Arbitrarily Sampled Doppler Ultrasound Data

Nassir Navab, Maximilian Baust, Oliver Zettinig, 2014, MICCAI.

Total variation regularization of shape signals

Nassir Navab, Maximilian Baust, Andreas Weinmann, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Computational Sonography

Nassir Navab, Maximilian Baust, Diana Mateus, 2015, MICCAI.

Joint Segmentation and Shape Regularization With a Generalized Forward–Backward Algorithm

Nassir Navab, Maximilian Baust, Andreas Weinmann, 2016, IEEE Transactions on Image Processing.

KillingFusion: Non-rigid 3D Reconstruction without Correspondences

Daniel Cremers, Slobodan Ilic, Maximilian Baust, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Generalization of Deformable Registration in Riemannian Sobolev Spaces

Nassir Navab, Maximilian Baust, Ali Kamen, 2010, MICCAI.

A Spherical Harmonics Shape Model for Level Set Segmentation

Maximilian Baust, Nassir Navab, N. Navab, 2010, ECCV.

Semi-Automatic Segmentation of Autosomal Dominant Polycystic Kidneys using Random Forests pdf

Nassir Navab, Maximilian Baust, Lichao Wang, 2015, ArXiv.

Translation, Scale, and Deformation Weighted Polar Active Contours

Nassir Navab, Maximilian Baust, Anthony J. Yezzi, 2012, Journal of Mathematical Imaging and Vision.

Appreciation to IJCV Reviewers of 2016

Hakan Cevikalp, Rama Chellappa, Anoop Cherian, 2016, International Journal of Computer Vision.

Monocular Deformable Model-to-Image Registration of Vascular Structures

Nassir Navab, Maximilian Baust, Darko Zikic, 2010, WBIR.

Manifold-Valued Data in Medical Imaging Applications

Maximilian Baust, Andreas Weinmann, Maximilian Baust, 2020 .

A Quadratic Energy Minimization Framework for Signal Loss Estimation from Arbitrarily Sampled Ultrasound Data

Nassir Navab, Maximilian Baust, Diana Mateus, 2014, MICCAI.

Shading Correction for Whole Slide Image Using Low Rank and Sparse Decomposition

Nassir Navab, Maximilian Baust, Lichao Wang, 2014, MICCAI.

Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images

Nassir Navab, Shadi Albarqouni, Maximilian Baust, 2016, IEEE Transactions on Medical Imaging.

Understanding Regularization to Visualize Convolutional Neural Networks pdf

Maximilian Baust, Stefan Braunewell, Matthias Kohl, 2018, ArXiv.

A general preconditioning scheme for difference measures in deformable registration

Nassir Navab, Maximilian Baust, Ali Kamen, 2011, 2011 International Conference on Computer Vision.

Variational Level Set Segmentation in Riemannian Sobolev Spaces

Nassir Navab, Maximilian Baust, Darko Zikic, 2014, BMVC.

SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-rigid Motion

Slobodan Ilic, Maximilian Baust, Miroslava Slavcheva, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Total Variation Regularization of Pose Signals With an Application to 3D Freehand Ultrasound

Nassir Navab, Maximilian Baust, Rüdiger Göbl, 2019, IEEE Transactions on Medical Imaging.

Redefining Ultrasound Compounding: Computational Sonography pdf

Nassir Navab, Maximilian Baust, Rüdiger Göbl, 2018, ArXiv.

Deep Active Contours pdf

Nassir Navab, Maximilian Baust, Christian Rupprecht, 2016, ArXiv.

Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses

Maximilian Baust, Robert S. DiPietro, Christian Rupprecht, 2016, 2017 IEEE International Conference on Computer Vision (ICCV).

Context-sensitive patch histograms for detecting rare events in histopathological data

Nassir Navab, Maximilian Baust, Kristians Diaz, 2017, Medical Imaging.

Vascular image registration techniques: A living review

Nassir Navab, Stefan Matl, Maximilian Baust, 2017, Medical Image Anal..

Towards Implicit Correspondence in Signed Distance Field Evolution

Slobodan Ilic, Maximilian Baust, Miroslava Slavcheva, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Variational Level Set Evolution for Non-Rigid 3D Reconstruction From a Single Depth Camera

Maximilian Baust, Miroslava Slavcheva, Slobodan Ilic, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Multi-Scale Tubular Structure Detection in Ultrasound Imaging

Nassir Navab, Maximilian Baust, Seyed-Ahmad Ahmadi, 2015, IEEE Transactions on Medical Imaging.

3D Stent Recovery from One X-Ray Projection

Lejing Wang, Nassir Navab, Christian Wachinger, 2011, MICCAI.

Machine Learning: A Data-Driven Approach to Image Analysis

Nathalie Harder, Maximilian Baust, Nicolas Brieu, 2018 .

CFCM: Segmentation via Coarse to Fine Context Memory pdf

Nassir Navab, Maximilian Baust, Marco Esposito, 2018, MICCAI.

Use the force: deformation correction in robotic 3D ultrasound

Nassir Navab, Maximilian Baust, Rüdiger Göbl, 2018, International Journal of Computer Assisted Radiology and Surgery.

Predicate-Based Focus-and-Context Visualization for 3D Ultrasound

Nassir Navab, Maximilian Baust, Ankur Kapoor, 2014, IEEE Transactions on Visualization and Computer Graphics.

Abstract: Landmark-Free Initialization of Multi-Modal Image Registration

Nassir Navab, Maximilian Baust, Rüdiger Göbl, 2019, Bildverarbeitung für die Medizin.

Appreciation to IJCV Reviewers of 2017

Freddie Åström, Adrian Barbu, Zeynep Akata, 2018, International Journal of Computer Vision.

Initialize globally before acting locally: Enabling Landmark-free 3D US to MRI Registration pdf

Nassir Navab, Maximilian Baust, Rüdiger Göbl, 2018, MICCAI.

Structure-preserved color normalization for histological images

Nassir Navab, Shadi Albarqouni, Maximilian Baust, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Stent graft removal for improving 2D–3D registration

Nassir Navab, Maximilian Baust, Stefanie Demirci, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Classification of Polar Maps from Cardiac Perfusion Imaging with Graph-Convolutional Neural Networks

Nassir Navab, Maximilian Baust, Christian Rupprecht, 2019, Scientific Reports.

The future of digital health with federated learning

Ronald M. Summers, Daguang Xu, M. Jorge Cardoso, 2020, npj Digital Medicine.

Multi-scale Graph-based Guided Filter for De-noising Cryo-Electron Tomographic Data

Shadi Albarqouni, Maximilian Baust, Nassir Navab, 2015, BMVC.

A Fully Implicit Framework for Sobolev Active Contours and Surfaces

Nassir Navab, Maximilian Baust, Nassir Navab, 2011, DAGM-Symposium.

Diffusion-based Regularisation Strategies for Variational Level Set Segmentation

Nassir Navab, Maximilian Baust, Darko Zikic, 2010, BMVC.

A Sobolev-type metric for polar active contours

Nassir Navab, Maximilian Baust, Anthony J. Yezzi, 2011, CVPR 2011.

Assessment of Breast Cancer Histology using Densely Connected Convolutional Networks

Maximilian Baust, Stefan Braunewell, Matthias Kohl, 2018, ICIAR.

Play for Me: Image Segmentation via Seamless Playsourcing

Maximilian Baust, Christoph Hennersperger, 2016, The Computer Games Journal.

Real-time uncertainty visualization for B-mode ultrasound

Nassir Navab, Maximilian Baust, Christian Schulte zu Berge, 2015, 2015 IEEE Scientific Visualization Conference (SciVis).

Automatic Segmentation of Kidneys using Deep Learning for Total Kidney Volume Quantification in Autosomal Dominant Polycystic Kidney Disease

Nassir Navab, Maximilian Baust, Christian Rupprecht, 2017, Scientific Reports.