Items where Author is "Lüthi, Marcel"

2020

Madsen, Dennis and Morel-Forster, Andreas and Kahr, Patrick and Rahbani, Dana and Vetter, Thomas and Lüthi, Marcel. (2020) A Closest Point Proposal for MCMC-based Probabilistic Surface Registration. In: Computer Vision - ECCV 2020. 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XVII. Cham, pp. 281-296.

Madsen, Dennis and Aellen, Jonathan and Morel-Forster, Andreas and Vetter, Thomas and Lüthi, Marcel. (2020) Learning Shape Priors from Pieces. In: Shape in Medical Imaging. Cham, pp. 30-43.

2019

Dölz, Jürgen and Gerig, Thomas and Lüthi, Marcel and Harbrecht, Helmut and Vetter, Thomas. (2019) Error-Controlled Model Approximation for Gaussian Process Morphable Models. Journal of Mathematical Imaging and Vision, 61 (4). pp. 443-457.

Madsen, Dennis and Vetter, Thomas and Lüthi, Marcel. (2019) Probabilistic Surface Reconstruction with Unknown Correspondence. In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 11840. Cham, pp. 3-11.

Rahbani, Dana and Morel-Forster, Andreas and Madsen, Dennis and Lüthi, Marcel and Vetter, Thomas. (2019) Robust Registration of Statistical Shape Models for Unsupervised Pathology Annotation. In: LABELS 2019, HAL-MICCAI 2019, CuRIOUS 2019: Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 11851. pp. 13-21.

2018

Gerig, Thomas and Morel-Forster, Andreas and Blumer, Clemens and Egger, Bernhard and Lüthi, Marcel and Schönborn, Sandro and Vetter, Thomas. (2018) Morphable Face Models - An Open Framework. In: 13th IEEE Conference on Automatic Face and Gesture Recognition (FG 2018). pp. 75-82.

Morel-Forster, Andreas and Gerig, Thomas and Lüthi, Marcel and Vetter, Thomas. (2018) Probabilistic Fitting of Active Shape Models. In: International Workshop on Shape in Medical Imaging, 11167. pp. 137-146.

Madsen, Dennis and Lüthi, Marcel and Schneider, Andreas and Vetter, Thomas. (2018) Probabilistic Joint Face-Skull Modelling for Facial Reconstruction. In: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 5295-5303.

Reyneke, Cornelius J.F. and Lüthi, Marcel and Burdin, Valérie and Douglas, Tania S. and Vetter, Thomas and Mutsvangwa, Tinashe. (2018) Review of 2D/3D reconstruction using statistical shape and intensity models and X-ray image synthesis: towards a unified framework. IEEE reviews in biomedical engineering, 12. pp. 269-286.

2017

Dölz, Jürgen and Gerig, Thomas and Harbrecht , Helmut and Lüthi, Marcel and Vetter, Thomas. (2017) Efficient computation of low-rank Gaussian process models for surface and image registration. Preprints Fachbereich Mathematik, 2017 (01).

Lüthi, Marcel and Gerig, Thomas and Jud, Christoph and Vetter, Thomas. (2017) Gaussian Process Morphable Models. IEEE Transactions on Pattern Analysis and Machine Intelligence, PP (99).

Mauler, Flavien and Langguth, Christoph and Schweizer, Andreas and Vlachopoulos, Lazaros and Gass, Tobias and Lüthi, Marcel and Fürnstahl, Philipp. (2017) Prediction of Normal Bone Anatomy for the Planning of Corrective Osteotomies of Malunited Forearm Bones Using a Three-Dimensional Statistical Shape Model. Journal of Orthopaedic Research, 35 (12). pp. 2630-2636.

2014

Jud, Christoph and Lüthi, Marcel and Albrecht, Thomas and Schönborn, Sandro and Vetter, Thomas.. (2014) Variational image registration using inhomogeneous regularization. Journal of mathematical imaging and vision, Vol. 50, H. 3. pp. 246-260.

2013

Albrecht, Thomas and Dedner, Andreas and Lüthi, Marcel and Vetter, Thomas. (2013) Finite element surface registration incorporating curvature, volume preservation, and statistical model information. Computational and mathematical methods in medicine, Vol. 2013 , art. 674273.

Albrecht, Thomas and Lüthi, Marcel and Gerig, Thomas and Vetter, Thomas. (2013) Posterior shape models. Medical Image Analysis, 17 (8). pp. 959-973.

2012

Majeed, Tahir and Fundana, Ketut and Lüthi, Marcel and Beinemann, Jörg and Cattin, Philippe. (2012) A shape prior-based MRF model for 3D masseter muscle segmentation. In: Proceedings of SPIE, Vol. 8314 , 83140O. Bellingham (Wash.).

Lüthi, Marcel and Blanc, Remi and Albrecht, Thomas and Gass, Tobias and Goksel, Orcan and Büchler, Philippe and Kistler, Michael and Bousleiman, Habib and Reyes, Mauricio and Cattin, Philippe and Vetter, Thomas. (2012) Statismo - A framework for PCA based statistical models. The Insight Journal, 2012, January-December. pp. 1-18.

Horvath, Sebastian D. and Wegstein, Philipp G. and Lüthi, Marcel and Blatz, Markus B.. (2012) The Correlation between Anterior Tooth Form and Gender : a 3D Analysis in Humans. The European journal of esthetic dentistry, Vol. 7, H. 3. pp. 334-343.

Majeed, Tahir and Fundana, Ketut and Lüthi, Marcel and Kiriyanthan, Silja. and Beinemann, Jörg and Cattin, Philippe. (2012) Using a flexibility constrained 3D statistical shape model for robust MRF-based segmentation. In: 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA), MMBIA 2012. [s.l.], pp. 57-64.

2011

Lüthi, Marcel and Jud, Christoph and Vetter, Thomas. (2011) Using landmarks as a deformation prior for hybrid image registration. In: DAGM'11 Proceedings of the 33rd international conference on pattern recognition. Berlin, pp. 196-205.

2010

Lüthi, Marcel. A machine learning approach to statistical shape models with applications to medical image analysis. 2010, Doctoral Thesis, University of Basel, Faculty of Science.

Amberg, Matthias and Lüthi, Marcel and Vetter, Thomas. (2010) Local regression based statistical model fitting. In: Pattern Recognition : 32nd DAGM Symposium, Darmstadt, Germany, September 22-24, 2010. Proceedings. Berlin, pp. 452-461.

2009

Lüthi, Marcel and Albrecht, Thomas and Vetter, Thomas. (2009) Building Shape Models from Lousy Data. In: Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 : 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part II. Berlin, pp. 1-8.

Paysan, Pascal and Lüthi, Marcel and Albrecht, Thomas and Lerch, Anita and Amberg, Brian and Santini, Francesco and Vetter, Thomas. (2009) Face Reconstruction from Skull Shapes and Physical Attributes. In: Pattern Recognition : 31st DAGM Symposium, Jena, Germany, September 9-11, 2009. Proceedings. Berlin, Heidelberg, pp. 261-270.

Lüthi, Marcel and Albrecht, Thomas and Vetter, Thomas. (2009) Probabilistic Modeling and Visualization of the Flexibility in Morphable Models. In: Mathematics of Surfaces XIII : 13th IMA International Conference York, UK, September 7-9, 2009 Proceedings. Berlin, pp. 251-264.