Olena Publications

From LRDE



The following is a list of publications related to Olena and image processing. Note that you also can browse all publications from the lab here.


Journal Papers

Title Authors Published in Date
movn.22.pr The Dahu Graph-Cut for Interactive Segmentation on 2D/3D Images Minh Ôn Vũ Ngoc, Edwin Carlinet, Jonathan Fabrizio, Thierry Géraud Pattern Recognition 3 December 2022
boutry.22.jmiv.2 Some Equivalence Relation between Persistent Homology and Morphological Dynamics Nicolas Boutry, Laurent Najman, Thierry Géraud Journal of Mathematical Imaging and Vision 17 May 2022
hermary.22.jmiv Learning Grayscale Mathematical Morphology with Smooth Morphological Layers Romain Hermary, Guillaume Tochon, Élodie Puybareau, Alexandre Kirszenberg, Jesús Angulo Journal of Mathematical Imaging and Vision 4 April 2022
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
blin.22.tpds Max-Tree Computation on GPUs Nicolas Blin, Edwin Carlinet, Florian Lemaitre, Lionel Lacassagne, Thierry Géraud IEEE Transactions on Parallel and Distributed Systems 9 March 2022
mehta.22.melba QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation — Analysis of Ranking Scores and Benchmarking Results Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil Nalawade, Chandan Ganesh, Ben Wagner, YuFang F., Baowei Fei, Ananth J Madhuranthakam, Joseph A Maldjian, Laura Daza, GómezCatalina, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Reynaud, Yuanhan Mo, Elsa Angelini, Yike Guo, Wenjia Bai, BanerjeeSubhashis, Linmin Pei, Murat AK, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh Hoang Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Veronica Vilaplana, Hugh McHugh, Gonzalo Maso Talou, Alan Wang, Jay Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, VidyaratneLasitha, Md Monibor Rahman, Khan M Iftekharuddin, Joseph Chazalon, Elodie Puybareau, TochonGuillaume, Jun Ma, Mariano Cabezas, LladoXavier, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, SoltaninejadMohammadreza, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas Tustison, MeyerCraig, Nisarg A Shah, Sanjay Talbar, WeberMarc-André, Abhishek Mahajan, Andras Jakab, Roland Wiest, Hassan M Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel Marcus, Aikaterini Kotrotsou, Rivka Colen, John Freymann, Justin Kirby, Christos Davatzikos, MenzeBjoern, Spyridon Bakas, Yarin Gal, Tal Arbel Journal of Machine Learning for Biomedical Imaging (MELBA) 9 January 2022
randrianasoa.21.softx AGAT: Building and Evaluating Binary Partition Trees for Image Segmentation Jimmy Francky Randrianasoa, Camille Kurtz, Éric Desjardin, Nicolas Passat SoftwareX 17 December 2021
boutry.21.joco Strong Euler Wellcomposedness Nicolas Boutry, Rocio Gonzalez-Diaz, Maria-Jose Jimenez, Eduardo Paluzo-Hildago Journal of Combinatorial Optimization 23 November 2021
boutry.21.jmiv Continuous Well-Composedness implies Digital Well-Composedness in n-D Nicolas Boutry, Rocio Gonzalez-Diaz, Laurent Najman, Thierry Géraud Journal of Mathematical Imaging and Vision 9 November 2021
sekuboyina.21.media VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images Anjany Sekuboyina, Malek E Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukačka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, and Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Matthias Wolf, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Houa, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J Netherton, Raymond P Mumme, Laurence E Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huỳnh, Nicolas Boutry, Roman Jakubicek, Jiri Chmelik, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H Menze, Jan S Kirschke Medical Image Analysis 22 July 2021
boutry.21.media Deep Learning for Detection and Segmentation of Artefact and Disease Instances in Gastrointestinal Endoscopy Sharib Ali, Mariia Dmitrieva, Noha Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T Nguyen, Dat Q Tran, Le Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James East, Jens Rittscher Medical Image Analysis 24 February 2021
boutry.20.jmiv.1 Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids Nicolas Boutry, Laurent Najman, Thierry Géraud Journal of Mathematical Imaging and Vision 3 September 2020
boutry.20.jmiv.2 Equivalence between Digital Well-Composedness and Well-Composedness in the Sense of Alexandrov on n-D Cubical Grids Nicolas Boutry, Laurent Najman, Thierry Géraud Journal of Mathematical Imaging and Vision 3 September 2020
movn.20.cviu A New Minimum Barrier Distance for Multivariate Images with Applications to Salient Object Detection, Shortest Path Finding, and Segmentation Minh Ôn Vũ Ngoc, Nicolas Boutry, Jonathan Fabrizio, Thierry Géraud Computer Vision and Image Understanding 2 June 2020
tochon.19.pr Braids of Partitions for the Hierarchical Representation and Segmentation of Multimodal Images Guillaume Tochon, Mauro Dalla Mura, Miguel Angel Veganzones, Thierry Géraud, Jocelyn Chanussot Pattern Recognition 1 July 2019
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
boutry.19.jmiv How to Make n-D Plain Maps Alexandrov-Well-Composed in a Self-dual Way Nicolas Boutry, Thierry Géraud, Laurent Najman Journal of Mathematical Imaging and Vision 4 February 2019
puybareau.19.cbm High Throughput Automated Detection of Axial Malformations in Medaka Embryo Diane Genest, Élodie Puybareau, Marc Léonard, Jean Cousty, Noémie De Crozé, Hugues Talbot Computers in Biology and Medicine 22 January 2019
boutry.18.is Weakly Well-Composed Cell Complexes over nD Pictures Nicolas Boutry, Rocio Gonzalez-Diaz, Maria-Jose Jimenez Information Sciences 4 July 2018
goetz.18.tpds Parallel Computation of Component Trees on Distributed Memory Machines Markus Götz, Gabriele Cavallaro, Thierry Géraud, Matthias Book, Morris Riedel IEEE Transactions on Parallel and Distributed Systems 2 April 2018
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
boutry.17.jmiv A Tutorial on Well-Composedness Nicolas Boutry, Thierry Géraud, Laurent Najman Journal of Mathematical Imaging and Vision 12 October 2017
rusinol.17.mtap Augmented Songbook: an Augmented Reality Educational Application for Raising Music Awareness Marçal Rusiñol, Joseph Chazalon, Katerine Diaz-Chito Multimedia Tools and Applications 29 June 2017
tochon.17.tgrs Object tracking by hierarchical decomposition of hyperspectral video sequences: Application to chemical gas plume tracking Guillaume Tochon, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Bertozzi IEEE Transactions on Geoscience and Remote Sensing 20 April 2017
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
fabrizio.16.ijdar TextCatcher: A method to detect curved and challenging text in natural scenes Jonathan Fabrizio, Myriam Robert-Seidowsky, Séverine Dubuisson, Stefania Calarasanu, Raphaël Boissel International Journal on Document Analysis and Recognition 8 April 2016
calarasanu.16.ivc What is a good evaluation protocol for text localization systems? Concerns, arguments, comparisons and solutions Stefania Calarasanu, Jonathan Fabrizio, Séverine Dubuisson Image and Vision Computing 1 February 2016
carlinet.15.itip MToS: A Tree of Shapes for Multivariate Images Edwin Carlinet, Thierry Géraud IEEE Transactions on Image Processing 26 October 2015
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
carlinet.14.itip A Comparative Review of Component Tree Computation Algorithms Edwin Carlinet, Thierry Géraud IEEE Transactions on Image Processing 16 June 2014
fabrizio.13.paa Text detection in street level image Jonathan Fabrizio, Beatriz Marcotegui, Matthieu Cord Pattern Analysis and Applications 5 November 2013
lazzara.13.ijdar Efficient Multiscale Sauvola's Binarization Guillaume Lazzara, Thierry Géraud International Journal of Document Analysis and Recognition (IJDAR) 25 April 2013
fabrizio.12.spic Motion compensation based on Tangent Distance prediction for video compression Jonathan Fabrizio, Séverine Dubuisson, Dominique Béréziat Signal Processing: Image Communication 9 February 2012
yoruk.06.itip Shape-based hand recognition Erdem Yörük, Ender Konukoglu, Bülent Sankur, Jérôme Darbon IEEE Transactions on Image Processing 1 July 2006
darbon.06.jmiv Image restoration with discrete constrained Total Variation—Part I: Fast and exact optimization Jérôme Darbon, Marc Sigelle Journal of Mathematical Imaging and Vision 24 March 2006
darbon.06.jmivb Image restoration with discrete constrained Total Variation—Part II: Levelable functions, convex priors and non-convex case Jérôme Darbon, Marc Sigelle Journal of Mathematical Imaging and Vision 24 March 2006
dehak.05.pami Spatial reasoning with relative incomplete information on relative positioning Réda Dehak, Isabelle Bloch, Henri Maître IEEE Transactions on Pattern Analysis and Machine Intelligence 1 September 2005
geraud.04.jasp Fast road network extraction in satellite images using mathematical morphology and Markov random fields Thierry Géraud, Jean-Baptiste Mouret EURASIP Journal on Applied Signal Processing 5 September 2004

Conference and Workshop Papers

Title Authors Published in Date
movn.22.nips Topology-Aware Method to Segment 3D Plan Tissue Images Minh Ôn Vũ Ngoc, Nicolas Boutry, Jonathan Fabrizio 36th Conference on Neural Information Processing SystemsAI for Science Workshop 25 October 2022
roynard.22.gpce A Modern C++ Point of View of Programming in Image Processing Michaël Roynard, Edwin Carlinet, Thierry Géraud Proceedings of the 21st International Conference on Generative Programming: Concepts & Experiences (GPCE 2022) 10 October 2022
esteban.22.gpce The Cost of Dynamism in Static Languages for Image Processing Baptiste Esteban, Edwin Carlinet, Guillaume Tochon, Didier Verna Proceedings of the 21st International Conference on Generative Programming: Concepts & Experiences (GPCE 2022) 10 October 2022
esteban.22.icpr Estimation of the noise level function for color images using mathematical morphology and non-parametric statistics Baptiste Esteban, Guillaume Tochon, Edwin Carlinet, Didier Verna Proceedings of the 26th International Conference on Pattern Recognition 8 April 2022
abadie.22.das A Benchmark of Named Entity Recognition Approaches in Historical Documents Nathalie Abadie, Edwin Carlinet, Joseph Chazalon, Bertrand Duménieu Proceedings of the 15th IAPR International Workshop on Document Analysis System 7 April 2022
boutry.22.dgmm Gradient Vector Fields of Discrete Morse Functions and Watershed-Cuts Nicolas Boutry, Laurent Najman, Gilles Bertrand Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) 31 December 2021
boutry.21.miccai Residual 3D U-Net with Localization for Brain Tumor Segmentation Marc Demoustier, Ines Khemir, Lucien Martin-Gaffé, Nicolas Boutry, Quoc Duon Nguyen International MICCAI Brainlesion Workshop 31 December 2021
movn.21.bmvc Introducing the Boundary-Aware Loss for Deep Image Segmentation Minh Ôn Vũ Ngoc, Yizi Chen, Joseph Chazalon, Edwin Carlinet, Jonathan Fabrizio, Clément Mallet, Thierry Géraud, Nicolas Boutry Proceedings of the 32nd British Machine Vision Conference (BMVC) 28 November 2021
chazalon.21.icdar.2 ICDAR 2021 Competition on Historical Map Segmentation Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Duménieu, Clément Mallet, Thierry Géraud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Král Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) 17 May 2021
chen.21.icdar Vectorization of Historical Maps Using Deep Edge Filtering and Closed Shape Extraction Yizi Chen, Edwin Carlinet, Joseph Chazalon, Clément Mallet, Bertrand Duménieu, Julien Perret Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) 17 May 2021
chazalon.21.icdar.1 Revisiting the Coco Panoptic Metric to Enable Visual and Qualitative Analysis of Historical Map Instance Segmentation Joseph Chazalon, Edwin Carlinet Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) 17 May 2021
estopinan.21.eusipco Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks Joaquim Estopinan, Guillaume Tochon, Lucas Drumetz Proceedings of the 29th European Signal Processing Conference (EUSIPCO) 4 May 2021
boutry.21.dgmm.1 An Equivalence Relation between Morphological Dynamics and Persistent Homology in n-D Nicolas Boutry, Thierry Géraud, Laurent Najman Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) 2 March 2021
boutry.21.dgmm.2 A New Matching Algorithm between Trees of Shapes and its Application to Brain Tumor Segmentation Nicolas Boutry, Thierry Géraud Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) 2 March 2021
boutry.21.dgmm.3 Stability of the Tree of Shapes to Additive Noise Nicolas Boutry, Guillaume Tochon Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) 2 March 2021
bloch.21.dgmm On Some Associations Between Mathematical Morphology and Artificial Intelligence Isabelle Bloch, Samy Blusseau, Ramón Pino Pérez, Élodie Puybareau, Guillaume Tochon Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) 16 February 2021
zhao.20.icpr.1 FOANet: A Focus of Attention Network with Application to Myocardium Segmentation Zhou Zhao, Nicolas Boutry, Élodie Puybareau, Thierry Géraud Proceedings of the 25th International Conference on Pattern Recognition (ICPR) 2 November 2020
zhao.20.icpr.2 Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation Zhou Zhao, Nicolas Boutry, Élodie Puybareau, Thierry Géraud Proceedings of the 25th International Conference on Pattern Recognition (ICPR) 2 November 2020
boutry.20.iwcia2 A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in n-D Nicolas Boutry, Rocio Gonzalez-Diaz, Laurent Najman, Thierry Géraud Combinatorial Image Analysis: Proceedings of the 20th International Workshop, IWCIA 2020, Novi Sad, Serbia, July 16–18, 2020 21 July 2020
boutry.20.iwcia1 Euler Well-Composedness Nicolas Boutry, Rocio Gonzalez-Diaz, Maria-Jose Jimenez, Eduardo Paluzo-Hildago Combinatorial Image Analysis: Proceedings of the 20th International Workshop, IWCIA 2020, Novi Sad, Serbia, July 16–18, 2020 21 July 2020
boutry.20.brainles Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures Nicolas Boutry, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Hugues Talbot, Thierry Géraud Proceedings of the 4th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019 1 June 2020
zhao.19.stacom A Two-Stage Temporal-Like Fully Convolutional Network Framework for Left Ventricle Segmentation and Quantification on MR Images Zhou Zhao, Nicolas Boutry, Élodie Puybareau, Thierry Géraud Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges—10th International WorkshopSTACOM 2019, Held in Conjunction with MICCAI 2019Shenzhen, China, October 13, 2019, Revised Selected Papers 7 February 2020
drumetz.20.icassp Learning Endmember Dynamics in Multitemporal Hyperspectral Data using a State-Space Model Formulation Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Ronan Fablet Proceedings of the 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 24 January 2020
boutry.19.dgci One More Step Towards Well-Composedness of Cell Complexes over n-D Pictures Nicolas Boutry, Rocio Gonzalez-Diaz, Maria-Jose Jimenez Proceedings of the 21st International Conference on Discrete Geometry for Computer Imagery (DGCI) 18 June 2019
tochon.19.ismm Constructing a braid of partitions from hierarchies of partitions Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) 13 March 2019
boutry.19.ismm An Equivalence Relation between Morphological Dynamics and Persistent Homology in 1D Nicolas Boutry, Thierry Géraud, Laurent Najman Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) 13 March 2019
carlinet.19.ismm Introducing Multivariate Connected Openings and Closings Edwin Carlinet, Thierry Géraud Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) 13 March 2019
puybareau.19.ismm Spherical fluorescent particle segmentation and tracking in 3D confocal microscopy Élodie Puybareau, Edwin Carlinet, Alessandro Benfenati, Hugues Talbot Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) 13 March 2019
rivet.19.isbi Motion Compensation in Digital Holography for Retinal Imaging Julie Rivet, Guillaume Tochon, Michael Atlan, Serge Meimon, Thierry Géraud, Michel Paques Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI) 19 December 2018
carlinet.19.csi Intervertebral Disc Segmentation Using Mathematical Morphology—A CNN-Free Approach Edwin Carlinet, Thierry Géraud Proceedings of the 5th MICCAI Workshop & Challenge on Computational Methods and Clinical Applications for Spine Imaging (CSI) 26 November 2018
puybareau.18.brainles Segmentation of Gliomas and Prediction of Patient Overall Survival: A Simple and Fast Procedure Élodie Puybareau, Guillaume Tochon, Joseph Chazalon, Jonathan Fabrizio Proceedings of the Workshop on Brain Lesions (BrainLes)in conjunction with MICCAI 5 November 2018
rivet.19.spie Deep Neural Networks for Aberrations Compensation in Digital Holographic Imaging of the Retina Julie Rivet, Guillaume Tochon, Serge Meimon, Michel Pâques, Thierry Géraud, Michael Atlan Proceedings of the SPIE Conference on Adaptive Optics and Wavefront Control for Biological Systems V 25 October 2018
roynard.18.rrpr An Image Processing Library in Modern C++: Getting Simplicity and Efficiency with Generic Programming Michaël Roynard, Edwin Carlinet, Thierry Géraud Proceedings of the 2nd Workshop on Reproducible Research in Pattern Recognition (RRPR 2018) 25 October 2018
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
movn.19.icdarw Document detection in videos captured by smartphones using a saliency-based method Minh Ôn Vũ Ngoc, Jonathan Fabrizio, Thierry Géraud International Conference on Document Analysis and Recognition Workshops (ICDARW) 20 September 2018
carlinet.18.icip The Tree of Shapes Turned into a Max-Tree: A Simple and Efficient Linear Algorithm Edwin Carlinet, Thierry Géraud, Sébastien Crozet Proceedings of the 24th IEEE International Conference on Image Processing (ICIP) 10 May 2018
puybareau.18.icip Real-Time Document Detection in Smartphone Videos Élodie Puybareau, Thierry Géraud Proceedings of the 24th IEEE International Conference on Image Processing (ICIP) 10 May 2018
carlinet.18.rfiap Un algorithme de complexité linéaire pour le calcul de l'arbre des formes Edwin Carlinet, Sébastien Crozet, Thierry Géraud Actes du congrès Reconnaissance des Formes, ImageApprentissage et Perception (RFIAP) 4 May 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
dangla.18.das A first step toward a fair comparison of evaluation protocols for text detection algorithms Aliona Dangla, Élodie Puybareau, Guillaume Tochon, Jonathan Fabrizio Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS) 2 February 2018
movn.18.das Saliency-Based Detection of Identity Documents Captured by Smartphones Minh Ôn Vũ Ngoc, Jonathan Fabrizio, Thierry Géraud Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS) 2 February 2018
drapeau.17.grec Extraction of Ancient Map Contents Using Trees of Connected Components Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, Véronique Eglin, Stéphane Bres Proceedings of the 12th IAPR International Workshop on Graphics Recognition (GREC) 20 October 2017
chazalon.17.icdar-ost SmartDoc 2017 Video Capture: Mobile Document Acquisition in Video Mode J Chazalon, P Gomez-Krämer, J -C Burie, M Coustaty, S Eskenazi, M Luqman, N Nayef, M Rusiñol, N Sidère, J M Ogier. Proceedings of the 1st International Workshop on Open Services and Tools for Document Analysis (ICDAR-OST) 21 July 2017
royer.17.icdar Benchmarking Keypoint Filtering Approaches for Document Image Matching E Royer, J Chazalon, M Rusiñol, F Bouchara Proceedings of the 14th International Conference on Document Analysis and Recognition (ICDAR) 4 July 2017
puybareau.17.gretsi Caractérisation des zones de mouvement périodiques pour applications bio-médicales Élodie Puybareau, Hugues Talbot, Laurent Najman Actes du 26e Colloque GRETSI 28 June 2017
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
boutry.17.dgci Well-Composedness in Alexandrov spaces implies Digital Well-Composedness in Z^n Nicolas Boutry, Laurent Najman, Thierry Géraud Discrete Geometry for Computer Imagery – Proceedings of the 20th IAPR International Conference on Discrete Geometry for Computer Imagery (DGCI) 1 June 2017
carlinet.17.orasis La pseudo-distance du dahu Edwin Carlinet, Yongchao Xu, Nicolas Boutry, Thierry Géraud Actes d'ORASIS 21 March 2017

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