Difference between revisions of "Ludovic Le Frioux"
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Revision as of 11:20, 18 September 2017
Conference papers
Title | Authors | Published in | Date | |
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puybareau.18.stacom | 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 | Proceedings of the Workshop on Statistical Atlases and Computational Modelling of the Heart (STACOM 2018), in conjunction with MICCAI | 25 October 2018 |
puybareau.18.rfiap | 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 | Actes du congrès Reconnaissance des Formes, ImageApprentissage et Perception (RFIAP), session spéciale “Deep Learning, deep in France” | 4 May 2018 |
xu.18.brainles | 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 | 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 |
xu.17.gretsi | 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 | Actes du 26e Colloque GRETSI | 20 June 2017 |
xu.17.icip | 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 | Proceedings of the 23rd IEEE International Conference on Image Processing (ICIP) | 12 June 2017 |
carlinet.17.orasis | La pseudo-distance du dahu | Edwin Carlinet, Yongchao Xu, Nicolas Boutry, Thierry Géraud | Actes d'ORASIS | 21 March 2017 |
geraud.17.ismm | Introducing the Dahu Pseudo-Distance | Thierry Géraud, Yongchao Xu, Edwin Carlinet, Nicolas Boutry | Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 13th International Symposium on Mathematical Morphology (ISMM) | 23 February 2017 |
huynh.17.ismm | Morphological Hierarchical Image Decomposition Based on Laplacian 0-Crossings | Lê Duy Huỳnh, Yongchao Xu, Thierry Géraud | Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 13th International Symposium on Mathematical Morphology (ISMM) | 23 February 2017 |
huynh.16.icpr | Morphology-Based Hierarchical Representation with Application to Text Segmentation in Natural Images | Lê Duy Huỳnh, Yongchao Xu, Thierry Géraud | Proceedings of the 23st International Conference on Pattern Recognition (ICPR) | 13 July 2016 |
morel.16.embc | A Challenging Issue: Detection of White Matter Hyperintensities in Neonatal Brain MRI | Baptiste Morel, Yongchao Xu, Alessio Virzi, Thierry Géraud, Catherine Adamsbaum, Isabelle Bloch | Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society | 20 May 2016 |
xu.15.ismm | Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations | Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman | Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 12th International Symposium on Mathematical Morphology (ISMM) | 7 April 2015 |
xu.14.rfia | Espaces des formes basés sur des arbres : définition et applications en traitement d'images et vision par ordinateur | Yongchao Xu, Thierry Géraud, Laurent Najman | Actes du 19ème Congrès National sur Reconnaissance des Formes et l'Intelligence Artificielle (RFIA) | 1 July 2014 |
xu.14.icip | Meaningful disjoint level lines selection | Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman | Proceedings of the 21st International Conference on Image Processing (ICIP) | 26 May 2014 |
xu.13.icip | Salient Level Lines Selection Using the Mumford-Shah Functional | Yongchao Xu, Thierry Géraud, Laurent Najman | Proceedings of the 20th International Conference on Image Processing (ICIP) | 27 May 2013 |
xu.13.ismm | Two applications of shape-based morphology: blood vessels segmentation and a generalization of constrained connectivity | Yongchao Xu, Thierry Géraud, Laurent Najman | Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 11th International Symposium on Mathematical Morphology (ISMM) | 14 March 2013 |
xu.12.icpr | Morphological Filtering in Shape Spaces : Applications using Tree-Based Image Representations | Yongchao Xu, Thierry Géraud, Laurent Najman | Proceedings of the 21st International Conference on Pattern Recognition (ICPR) | 16 June 2012 |
xu.12.icip | Context-Based Energy Estimator: Application to Object Segmentation on the Tree of Shapes | Yongchao Xu, Thierry Géraud, Laurent Najman | Proceedings of the 19th International Conference on Image Processing (ICIP) | 17 April 2012 |
Journal papers
Title | Authors | Published in | Date | |
---|---|---|---|---|
shi.21.itip | Local Intensity Order Transformation for Robust Curvilinear Object Segmentation | Tianyi Shi, Nicolas Boutry, Yongchao Xu, Thierry Géraud | IEEE Transactions on Image Processing | 22 March 2022 |
wang.19.tmi | Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge | Li Wang, Dong Nie, Guannan Li, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jiawei Chen, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S Fonov, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P W Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M Benkarim, Adrià Casamitjana, Verónica Vilaplana, Weili Lin, Gang Li, Dinggang Shen | IEEE Transactions on Medical Imaging | 11 April 2019 |
kuijf.19.tmi | Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities: Results of the WMH Segmentation Challenge | H J Kuijf, J M Biesbroek, J de Bresser, R Heinen, S Andermatt, M Bento, M Berseth, M Belyaev, M J Cardoso, A Casamitjana, D L Collins, M Dadar, A Georgiou, M Ghafoorian, D Jin, A Khademi, J Knight, H Li, X Lladó, M Luna, Q Mahmood, R McKinley, A Mehrtash, S Ourselin, B Park, H Park, S H Park, S Pezold, L Rittner, C H Sudre, S Valverde, V Vilaplana, R Wiest, Z Xu, G Zeng, J Zhang, G Zheng, C Chen, W van der Flier, F Barkhof, M A Viergever, G J Biessels, Élodie Puybareau, Yongchao Xu | IEEE Transactions on Medical Imaging | 10 April 2019 |
xu.18.media | The Challenge of Cerebral Magnetic Resonance Imaging in Neonates: A New Method using Mathematical Morphology for the Segmentation of Structures Including Diffuse Excessive High Signal Intensities | Yongchao Xu, Baptiste Morel, Sonia Dahdouh, Élodie Puybareau, Alessio Virzì, Hélène Urien, Catherine Adamsbaum, Isabelle Bloch, Thierry Géraud | Medical Image Analysis | 22 March 2018 |
xu.16.prl | Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection | Yongchao Xu, Thierry Géraud, Laurent Najman | Pattern Recognition Letters | 20 May 2016 |
xu.16.pami | Hierarchical Segmentation Using Tree-Based Shape Spaces | Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman | IEEE Transactions on Pattern Analysis and Machine Intelligence | 11 April 2016 |
xu.15.pami | Connected Filtering on Tree-Based Shape-Spaces | Yongchao Xu, Thierry Géraud, Laurent Najman | IEEE Transactions on Pattern Analysis and Machine Intelligence | 5 June 2015 |
xu.14.itip | Tree-Based Morse Regions: A Topological Approach to Local Feature Detection | Yongchao Xu, Thierry Géraud, Pascal Monasse, Laurent Najman | IEEE Transactions on Image Processing | 3 October 2014 |
PHD Theses and Habilitations
Title | Authors | Published in | Date | |
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xu.13.phd | Tree-based shape spaces: Definition and applications in image processing and computer vision | Yongchao Xu | 12 December 2013 |