François Chung, Ph.D.

Tag: doctoral thesis

CVIU 2013 - Academic journal

CVIU 2013 – Academic journal article

Publication François Chung, Hervé Delingette; Regional appearance modeling based on the clustering of intensity profiles; In: Computer Vision and Image Understanding (CVIU), 117 (6), pp. 705-717, 2013. Abstract Model-based image segmentation is a popular approach for the segmentation of anatomical structures from medical images because it includes prior knowledge about the shape and appearance of structures […]

Mines 2018 – Magazine

Mines 2012 – Magazine article

Publication François Chung; De l’imagerie médicale à la médecine du futur; Mines Revue des Ingénieurs, 458, pp. 53-56, 2012. Abstract Depuis ses débuts, l’imagerie médicale a pour objectif de fournir aux radiologues des images médicales afin de les aider dans leur diagnostic. Avec l’avancée des techniques d’acquisition, les radiologues se retrouvent à analyser des images […]

L'Ing. 2012 - Magazine

L’Ing. 2012 – Magazine article

Publication François Chung; L’imagerie médicale: Un domaine d’ingénieurie et de recherche au service de la société; L’Ing., 17, pp. 10-12, 2012. Abstract Depuis ses débuts, l’imagerie médicale a pour objectif de fournir aux radiologues des images médicales afin de les aider dans leur diagnostic. Avec l’avancée des techniques d’acquisition, les radiologues se retrouvent à analyser […]

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. […]