François Chung, Ph.D.

Tag: 3dah

LAP 2011 - Book

LAP 2011 – Book

Publication François Chung; Regional appearance modeling for model-based image segmentation: Methodological approaches to improve the accuracy of model-based image segmentation; Lambert Academic Publishing (LAP), Saarbrücken, 2011; ISBN: 978-3844322095. Abstract This thesis presents a novel appearance prior for model-based image segmentation. This appearance prior, denoted as Multimodal Prior Appearance Model (MPAM), is built upon an Expectation–Maximization (EM) […]

TVC 2011 - Academic journal

TVC 2011 – Academic journal article

Publication François Chung, Jérôme Schmid, Nadia Magnenat-Thalmann, Hervé Delingette; Comparison of statistical models performance in case of segmentation using a small amount of training datasets; In: The Visual Computer (TVC), 27 (2), pp. 141-151, 2011. Abstract Model-based image segmentation has been extensively used in medical imaging to learn both shape and appearance of anatomical structures from […]

Ph.D. Thesis 2011 - Doctoral thesis

Ph.D. Thesis 2011 – Doctoral thesis

Publication François Chung; Regional appearance modeling for deformable model-based image segmentation; Doctoral thesis (Ph.D. Thesis), Mines ParisTech, Centre de Mathématiques Appliquées, 2011. Abstract This thesis presents a novel appearance prior for model-based image segmentation. This appearance prior, denoted as Multimodal Prior Appearance Model (MPAM), is built upon an Expectation-Maximization (EM) clustering of intensity profiles with […]

3D Anatomical Human

3D Anatomical Human

INRIA project @Geneva, Switzerland (2010). The 3D Anatomical Human (3DAH) project is a EU Marie Curie Research and Training Network (RTN). The objective is to increase the development of technologies and knowledge around virtual representations of the human body for interactive medical applications. More specifically, the network aims at developing realistic functional 3D models of the […]

CBM 2009 - Conference

CBM 2009 – Conference proceeding

Publication Tobias Heimann, François Chung, Hans Lamecker, Hervé Delingette; Subject-specific ligament models: Towards real-time simulation of the knee joint; CBM 2009: Computational Biomechanics for Medicine IV, London, 2009. Abstract We present an efficient finite element method to simulate a transversely isotropic non-linear material for ligaments. The approach relies on tetrahedral elements and exploits the geometry […]

MICCAI 2009 – Conference

MICCAI 2009 – Conference proceeding

Publication François Chung, Hervé Delingette; Multimodal prior appearance models based on regional clustering of intensity profiles; MICCAI 2009: Medical Image Computing and Computer-Assisted Intervention, London, 2009. Abstract Model-based image segmentation requires prior information about the appearance of a structure in the image. Instead of relying on Principal Component Analysis (PCA) such as in Statistical Appearance […]

Multimodal prior

Multimodal prior

INRIA project @Sophia-Antipolis, France (2009). Model-based image segmentation requires prior information about the appearance of a structure in the image. Instead of relying on Principal Component Analysis (PCA) such as in Statistical Appearance Models (SAM), we propose a prior based on a regional clustering of intensity profiles that does not rely on accurate pointwise registration. […]

ORASIS 2009 - Conference

ORASIS 2009 – Conference proceeding

Publication François Chung, Jérôme Schmid, Olivier Clatz, Nadia Magnenat-Thalmann, Hervé Delingette; Reconstruction 3D des structures anatomiques des membres inférieurs; ORASIS’09: Congrès des jeunes chercheurs en vision par ordinateur, Association Française pour la Reconnaissance et l’Interprétation des Formes (AFRIF), Trégastel, 2009. Abstract Dans cet article, nous nous intéressons à la modélisation des structures anatomiques des membres […]

3D reconstruction

3D reconstruction

INRIA project @Geneva, Switzerland (2009). We are interested in the 3D reconstruction of the lower limb anatomical structures. The proposed method starts with a Magnetic Resonance (MR) image acquisition during which the lower limb of a subject is scanned. 3D models are generated after a manual segmentation of the anatomical structures. However, the surface of the […]

3DPH 2009 – Book chapter

3DPH 2009 – Book chapter

Publication Jérôme Schmid, Anders Sandholm, François Chung, Daniel Thalmann, Hervé Delingette, Nadia Magnenat-Thalmann; Musculoskeletal simulation model generation from MRI datasets and motion capture data; In: Nadia Magnenat-Thalmann, Jian Zhang, David Feng (Ed.): Recent Advances in the 3D Physiological Human (3DPH), pp. 3-19, Springer-Verlag, London, 2009. Abstract Today, computer models and computer simulations of the musculoskeletal system […]