Mattias P. Heinrich
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
36
Venues
5
Active years
2011–2024
Best venue rank
A*
Where they publish
Papers
36 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | MICCAI | IM-MoCo: Self-supervised MRI Motion Correction Using Motion-Guided Implicit Neural Representations. | Ziad Al-Haj Hemidi, Christian Weihsbach, Mattias P. Heinrich |
| 2024 | MICCAI | PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration. | Leonard Siegert, Paul Fischer, Mattias P. Heinrich, Christian F. Baumgartner |
| 2024 | VISIGRAPP | Incorporating Temporal Information into 3D Hand Pose Estimation Using Scene Flow. | Niklas Hermes, Alexander Bigalke, Mattias P. Heinrich |
| 2023 | CVPR | Why is the Winner the Best? | Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulm, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martn-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rdsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brngel, J. Cho, C. Choi, Qi Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, lvaro Garca-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, lodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hlne Urien, Joo L. Vilaa, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, Sen Yang, Y. Yang, Zixuan Zhao, Klaus H. Maier-Hein, Paul F. Jger, Annette Kopp-Schneider, Lena Maier-Hein |
| 2023 | ICCV | Chasing clouds: Differentiable volumetric rasterisation of point clouds as a highly efficient and accurate loss for large-scale deformable 3D registration. | Mattias P. Heinrich, Alexander Bigalke, Christoph Grobrhmer, Lasse Hansen |
| 2023 | MICCAI | A Denoised Mean Teacher for Domain Adaptive Point Cloud Registration. | Alexander Bigalke, Mattias P. Heinrich |
| 2023 | MICCAI | Unsupervised 3D Registration Through Optimization-Guided Cyclical Self-training. | Alexander Bigalke, Lasse Hansen, Tony C. W. Mok, Mattias P. Heinrich |
| 2022 | MICCAI | Adapting the Mean Teacher for Keypoint-Based Lung Registration Under Geometric Domain Shifts. | Alexander Bigalke, Lasse Hansen, Mattias P. Heinrich |
| 2022 | MICCAI | Learning Iterative Optimisation for Deformable Image Registration of Lung CT with Recurrent Convolutional Networks. | Fenja Falta, Lasse Hansen, Mattias P. Heinrich |
| 2021 | MICCAI | Revisiting Iterative Highly Efficient Optimisation Schemes in Medical Image Registration. | Lasse Hansen, Mattias P. Heinrich |
| 2021 | MICCAI | Fast 3D Registration with Accurate Optimisation and Little Learning for Learn2Reg 2021. | Hanna Siebert, Lasse Hansen, Mattias P. Heinrich |
| 2020 | MICCAI | Discrete Unsupervised 3D Registration Methods for the Learn2Reg Challenge. | Lasse Hansen, Mattias P. Heinrich |
| 2020 | MICCAI | Highly Accurate and Memory Efficient Unsupervised Learning-Based Discrete CT Registration Using 2.5D Displacement Search. | Mattias P. Heinrich, Lasse Hansen |
| 2019 | MICCAI | How to Learn from Unlabeled Volume Data: Self-supervised 3D Context Feature Learning. | Maximilian Blendowski, Hannes Nickisch, Mattias P. Heinrich |
| 2019 | MICCAI | Comparing Deep Learning Strategies and Attention Mechanisms of Discrete Registration for Multimodal Image-Guided Interventions. | In Young Ha, Mattias P. Heinrich |
| 2019 | MICCAI | Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD Patients. | Lasse Hansen, Doris Dittmer, Mattias P. Heinrich |
| 2019 | MICCAI | Closing the Gap Between Deep and Conventional Image Registration Using Probabilistic Dense Displacement Networks. | Mattias P. Heinrich |
| 2018 | ECCV | Multi-kernel Diffusion CNNs for Graph-Based Learning on Point Clouds. | Lasse Hansen, Jasper Diesel, Mattias P. Heinrich |
| 2018 | MICCAI | Intra-operative Ultrasound to MRI Fusion with a Public Multimodal Discrete Registration Tool. | Mattias P. Heinrich |
| 2018 | MICCAI | AutoDVT: Joint Real-Time Classification for Vein Compressibility Analysis in Deep Vein Thrombosis Ultrasound Diagnostics. | Ryutaro Tanno, Antonios Makropoulos, Salim Arslan, Ozan Oktay, Sven Mischkewitz, Fouad Al-Noor, Jonas Oppenheimer, Ramin Mandegaran, Bernhard Kainz, Mattias P. Heinrich |
| 2017 | MICCAI | BRIEFnet: Deep Pancreas Segmentation Using Binary Sparse Convolutions. | Mattias P. Heinrich, Ozan Oktay |
| 2017 | MICCAI | MRI Whole Heart Segmentation Using Discrete Nonlinear Registration and Fast Non-local Fusion. | Mattias P. Heinrich, Julien Oster |
| 2016 | CVPR | Multi-Atlas Based Pseudo-CT Synthesis Using Multimodal Image Registration and Local Atlas Fusion Strategies. | Johanna Degen, Mattias P. Heinrich |
| 2016 | MICCAI | Multi-organ Segmentation Using Vantage Point Forests and Binary Context Features. | Mattias P. Heinrich, Maximilian Blendowski |
| 2016 | MICCAI | Accurate Intervertebral Disc Localisation and Segmentation in MRI Using Vantage Point Hough Forests and Multi-atlas Fusion. | Mattias P. Heinrich, Ozan Oktay |
| 2016 | MICCAI | Memory Efficient LDDMM for Lung CT. | Thomas Polzin, Marc Niethammer, Mattias P. Heinrich, Heinz Handels, Jan Modersitzki |
| 2015 | MICCAI | Estimating Large Lung Motion in COPD Patients by Symmetric Regularised Correspondence Fields. | Mattias P. Heinrich, Heinz Handels, Ivor J. A. Simpson |
| 2015 | MICCAI | Multi-atlas Segmentation Using Patch-Based Joint Label Fusion with Non-Negative Least Squares Regression. | Mattias P. Heinrich, Matthias Wilms, Heinz Handels |
| 2015 | MICCAI | Structured Decision Forests for Multi-modal Ultrasound Image Registration. | Ozan Oktay, Andreas Schuh, Martin Rajchl, Kevin Keraudren, Alberto Gmez, Mattias P. Heinrich, Graeme P. Penney, Daniel Rueckert |
| 2015 | MICCAI | Liver Motion Estimation via Locally Adaptive Over-Segmentation Regularization. | Bartlomiej W. Papiez, Jamie Franklin, Mattias P. Heinrich, Fergus V. Gleeson, Julia A. Schnabel |
| 2014 | MICCAI | Multispectral Image Registration Based on Local Canonical Correlation Analysis. | Mattias P. Heinrich, Bartlomiej W. Papiez, Julia A. Schnabel, Heinz Handels |
| 2013 | MICCAI | Rigid Registration of Untracked Freehand 2D Ultrasound Sweeps to 3D CT of Liver Tumours. | Amalia Cifor, Laurent Risser, Mattias P. Heinrich, Daniel Chung, Julia A. Schnabel |
| 2013 | MICCAI | Towards Realtime Multimodal Fusion for Image-Guided Interventions Using Self-similarities. | Mattias P. Heinrich, Mark Jenkinson, Bartlomiej W. Papiez, Michael Brady, Julia A. Schnabel |
| 2012 | MICCAI | Globally Optimal Deformable Registration on a Minimum Spanning Tree Using Dense Displacement Sampling. | Mattias P. Heinrich, Mark Jenkinson, Michael Brady, Julia A. Schnabel |
| 2011 | MICCAI | Motion Correction and Parameter Estimation in dceMRI Sequences: Application to Colorectal Cancer. | Manav Bhushan, Julia A. Schnabel, Laurent Risser, Mattias P. Heinrich, J. Michael Brady, Mark Jenkinson |
| 2011 | MICCAI | Non-local Shape Descriptor: A New Similarity Metric for Deformable Multi-modal Registration. | Mattias P. Heinrich, Mark Jenkinson, Manav Bhushan, Tahreema N. Matin, Fergus Gleeson, J. Michael Brady, Julia A. Schnabel |