User:Xu

• Name: Yongchao Xu
• Email: xu@lrde.epita.fr
• Subject: "Tree-based shape spaces for applications in image processing and computer vision"
• Ecole doctorale: MSTIC
• Advisors: Thierry Géraud (LRDE), Laurent Najman (Université Paris-Est, LIGM, A3SI team, ESIEE)
• Comment:

Yongchao has completed his Master ATSI at Paris Sud (IFIPS /Orsay) in Image Processing and Pattern Recognition using mathematical morphology.
He works at LRDE within the [Olena] project since the year 2010-2011.

Publications

See also my Google Scholar page.

Conference and Workshop Papers

	Author	Title	Published in	Date
Left Atrial Segmentation In a Few Seconds Using Fully Convolutional Network and Transfer Learning	Élodie Puybareau Zhou Zhao Younes Khoudli Yongchao Xu Thierry Géraud Edwin Carlinet Jérôme Lacotte	Left Atrial Segmentation In a Few Seconds Using Fully Convolutional Network and Transfer Learning	Proceedings of the Workshop on Statistical Atlases and Computational Modelling of the Heart (STACOM 2018), in conjunction with MICCAI	25 October 2018
Segmentation des hyperintensités de la matière blanche en quelques secondes à l'aide d'un réseau de neurones convolutif et de transfert d'apprentissage	Élodie Puybareau Yongchao Xu Joseph Chazalon Isabelle Bloch Thierry Géraud	Segmentation des hyperintensités de la matière blanche en quelques secondes à l'aide d'un réseau de neurones convolutif et de transfert d'apprentissage	Actes du congrès Reconnaissance des Formes, ImageApprentissage et Perception (RFIAP), session spéciale “Deep Learning, deep in France”	4 May 2018
White Matter Hyperintensities Segmentation In a Few Seconds Using Fully Convolutional Network and Transfer Learning	Yongchao Xu Thierry Géraud Élodie Puybareau Isabelle Bloch Joseph Chazalon	White Matter Hyperintensities Segmentation In a Few Seconds Using Fully Convolutional Network and Transfer Learning	Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries— 3rd International WorkshopBrainLes 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14 2017, Revised Selected Papers	6 February 2018
Segmentation d'IRM de cerveaux de nouveau-nés en quelques secondes à l'aide d'un réseau de neurones convolutif pseudo-3D et de transfert d'apprentissage	Yongchao Xu Thierry Géraud Isabelle Bloch	Segmentation d'IRM de cerveaux de nouveau-nés en quelques secondes à l'aide d'un réseau de neurones convolutif pseudo-3D et de transfert d'apprentissage	Actes du 26e Colloque GRETSI	20 June 2017
From Neonatal to Adult Brain MR Image Segmentation in a Few Seconds Using 3D-Like Fully Convolutional Network and Transfer Learning	Yongchao Xu Thierry Géraud Isabelle Bloch	From Neonatal to Adult Brain MR Image Segmentation in a Few Seconds Using 3D-Like Fully Convolutional Network and Transfer Learning	Proceedings of the 23rd IEEE International Conference on Image Processing (ICIP)	12 June 2017
La pseudo-distance du dahu	Edwin Carlinet Yongchao Xu Nicolas Boutry Thierry Géraud	La pseudo-distance du dahu	Actes d'ORASIS	21 March 2017
Morphological Hierarchical Image Decomposition Based on Laplacian 0-Crossings	Lê Duy Huỳnh Yongchao Xu Thierry Géraud	Morphological Hierarchical Image Decomposition Based on Laplacian 0-Crossings	Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 13th International Symposium on Mathematical Morphology (ISMM)	23 February 2017
Introducing the Dahu Pseudo-Distance	Thierry Géraud Yongchao Xu Edwin Carlinet Nicolas Boutry	Introducing the Dahu Pseudo-Distance	Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 13th International Symposium on Mathematical Morphology (ISMM)	23 February 2017
Morphology-Based Hierarchical Representation with Application to Text Segmentation in Natural Images	Lê Duy Huỳnh Yongchao Xu Thierry Géraud	Morphology-Based Hierarchical Representation with Application to Text Segmentation in Natural Images	Proceedings of the 23st International Conference on Pattern Recognition (ICPR)	13 July 2016
A Challenging Issue: Detection of White Matter Hyperintensities in Neonatal Brain MRI	Baptiste Morel Yongchao Xu Alessio Virzi Thierry Géraud Catherine Adamsbaum Isabelle Bloch	A Challenging Issue: Detection of White Matter Hyperintensities in Neonatal Brain MRI	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society	20 May 2016
Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations	Yongchao Xu Edwin Carlinet Thierry Géraud Laurent Najman	Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations	Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 12th International Symposium on Mathematical Morphology (ISMM)	7 April 2015
Espaces des formes basés sur des arbres : définition et applications en traitement d'images et vision par ordinateur	Yongchao Xu Thierry Géraud Laurent Najman	Espaces des formes basés sur des arbres : définition et applications en traitement d'images et vision par ordinateur	Actes du 19ème Congrès National sur Reconnaissance des Formes et l'Intelligence Artificielle (RFIA)	1 July 2014
Meaningful disjoint level lines selection	Yongchao Xu Edwin Carlinet Thierry Géraud Laurent Najman	Meaningful disjoint level lines selection	Proceedings of the 21st International Conference on Image Processing (ICIP)	26 May 2014
Salient Level Lines Selection Using the Mumford-Shah Functional	Yongchao Xu Thierry Géraud Laurent Najman	Salient Level Lines Selection Using the Mumford-Shah Functional	Proceedings of the 20th International Conference on Image Processing (ICIP)	27 May 2013
Two applications of shape-based morphology: blood vessels segmentation and a generalization of constrained connectivity	Yongchao Xu Thierry Géraud Laurent Najman	Two applications of shape-based morphology: blood vessels segmentation and a generalization of constrained connectivity	Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 11th International Symposium on Mathematical Morphology (ISMM)	14 March 2013
Morphological Filtering in Shape Spaces : Applications using Tree-Based Image Representations	Yongchao Xu Thierry Géraud Laurent Najman	Morphological Filtering in Shape Spaces : Applications using Tree-Based Image Representations	Proceedings of the 21st International Conference on Pattern Recognition (ICPR)	16 June 2012
Context-Based Energy Estimator: Application to Object Segmentation on the Tree of Shapes	Yongchao Xu Thierry Géraud Laurent Najman	Context-Based Energy Estimator: Application to Object Segmentation on the Tree of Shapes	Proceedings of the 19th International Conference on Image Processing (ICIP)	17 April 2012

Thesis

	Author	Title	Date
Tree-based shape spaces: Definition and applications in image processing and computer vision	Yongchao Xu	Tree-based shape spaces: Definition and applications in image processing and computer vision	12 December 2013

Oral Presentations

• Yongchao Xu. [Salient Level Lines Selection Using the Mumford-Shah Functional]. Oral presentation given at the « Atelier doctorants A3SI » (PhD Students' Workshop) http://www.esiee.fr/~info/a3si/semin2012_2013.html A3SI/ESIEE May 16, 2013.
• Yongchao Xu. [Morphological Filtering in the Shape Spaces]. Oral presentation given at the « Atelier doctorants A3SI » (PhD Students' Workshop) http://www.esiee.fr/~info/a3si/semin2011_2012.html A3SI/ESIEE April 12, 2012.
• Yongchao Xu. The Milena Image Processing Library. IPOL 2012 Meeting on Image Processing Libraries http://www.ipol.im/news/20120627_image_processing_libraries/ ENS Cachan, France June 27, 2012
• Roland Levillain, Thierry Geraud. Une solution de généricité pour le traitement d’images appliquée à la morphologie mathématique et à la topologie discrète (Genericity as a Solution for Image Processing -- Applications to Mathematical Morphology and Digital Topology). Présentation orale donnée lors de la Septième journée du Groupe de Travail Géométrie Discrète du GDR Informatique Mathématique http://www.irccyn.ec-nantes.fr/gdrim-geodis/ Nantes, France 8/6/2012
• Roland Levillain. Architecture logicielle pour des outils génériques en traitement d'images. Oral presentation given at the LRDE Seminar http://seminaire.lrde.epita.fr/ LRDE/EPITA April 28, 2010
• Roland Levillain, Thierry Geraud et Laurent Najman. Milena, une bibliothèque générique et performante pour le traitement d'images. Présentation orale donnée lors de la Journée « logiciels du Laboratoire d'informatique Gaspard-Monge » http://igm.univ-mlv.fr/~teresa/logicielsIGM-LabInfo/journee19janvier2010.html Laboratoire d'informatique Gaspard-Monge (LIGM), Université Paris-Est 19 janvier 2010.