Olena Publications
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Resources
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
| Author | Title | Published in | Date | |
|---|---|---|---|---|
| The Dahu Graph-Cut for Interactive Segmentation on 2D/3D Images | Minh Ôn Vũ Ngoc Edwin Carlinet Jonathan Fabrizio Thierry Géraud | The Dahu Graph-Cut for Interactive Segmentation on 2D/3D Images | Pattern Recognition | 3 December 2022 |
| Some Equivalence Relation between Persistent Homology and Morphological Dynamics | Nicolas Boutry Laurent Najman Thierry Géraud | Some Equivalence Relation between Persistent Homology and Morphological Dynamics | Journal of Mathematical Imaging and Vision | 17 May 2022 |
| Learning Grayscale Mathematical Morphology with Smooth Morphological Layers | Romain Hermary Guillaume Tochon Élodie Puybareau Alexandre Kirszenberg Jesús Angulo | Learning Grayscale Mathematical Morphology with Smooth Morphological Layers | Journal of Mathematical Imaging and Vision | 4 April 2022 |
| Local Intensity Order Transformation for Robust Curvilinear Object Segmentation | Tianyi Shi Nicolas Boutry Yongchao Xu Thierry Géraud | Local Intensity Order Transformation for Robust Curvilinear Object Segmentation | IEEE Transactions on Image Processing | 22 March 2022 |
| Max-Tree Computation on GPUs | Nicolas Blin Edwin Carlinet Florian Lemaitre Lionel Lacassagne Thierry Géraud | Max-Tree Computation on GPUs | IEEE Transactions on Parallel and Distributed Systems | 9 March 2022 |
| 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 | QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation — Analysis of Ranking Scores and Benchmarking Results | Journal of Machine Learning for Biomedical Imaging (MELBA) | 9 January 2022 |
| AGAT: Building and Evaluating Binary Partition Trees for Image Segmentation | Jimmy Francky Randrianasoa Camille Kurtz Éric Desjardin Nicolas Passat | AGAT: Building and Evaluating Binary Partition Trees for Image Segmentation | SoftwareX | 17 December 2021 |
| Strong Euler Wellcomposedness | Nicolas Boutry Rocio Gonzalez-Diaz Maria-Jose Jimenez Eduardo Paluzo-Hildago | Strong Euler Wellcomposedness | Journal of Combinatorial Optimization | 23 November 2021 |
| Continuous Well-Composedness implies Digital Well-Composedness in n-D | Nicolas Boutry Rocio Gonzalez-Diaz Laurent Najman Thierry Géraud | Continuous Well-Composedness implies Digital Well-Composedness in n-D | Journal of Mathematical Imaging and Vision | 9 November 2021 |
| 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 | VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images | Medical Image Analysis | 22 July 2021 |
| 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 | Deep Learning for Detection and Segmentation of Artefact and Disease Instances in Gastrointestinal Endoscopy | Medical Image Analysis | 24 February 2021 |
| Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids | Nicolas Boutry Laurent Najman Thierry Géraud | Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids | Journal of Mathematical Imaging and Vision | 3 September 2020 |
| Equivalence between Digital Well-Composedness and Well-Composedness in the Sense of Alexandrov on n-D Cubical Grids | Nicolas Boutry Laurent Najman Thierry Géraud | Equivalence between Digital Well-Composedness and Well-Composedness in the Sense of Alexandrov on n-D Cubical Grids | Journal of Mathematical Imaging and Vision | 3 September 2020 |
| 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 | A New Minimum Barrier Distance for Multivariate Images with Applications to Salient Object Detection, Shortest Path Finding, and Segmentation | Computer Vision and Image Understanding | 2 June 2020 |
| Braids of Partitions for the Hierarchical Representation and Segmentation of Multimodal Images | Guillaume Tochon Mauro Dalla Mura Miguel Angel Veganzones Thierry Géraud Jocelyn Chanussot | Braids of Partitions for the Hierarchical Representation and Segmentation of Multimodal Images | Pattern Recognition | 1 July 2019 |
| 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 | Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge | IEEE Transactions on Medical Imaging | 11 April 2019 |
| 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 | Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities: Results of the WMH Segmentation Challenge | IEEE Transactions on Medical Imaging | 10 April 2019 |
| How to Make n-D Plain Maps Alexandrov-Well-Composed in a Self-dual Way | Nicolas Boutry Thierry Géraud Laurent Najman | How to Make n-D Plain Maps Alexandrov-Well-Composed in a Self-dual Way | Journal of Mathematical Imaging and Vision | 4 February 2019 |
| High Throughput Automated Detection of Axial Malformations in Medaka Embryo | Diane Genest Élodie Puybareau Marc Léonard Jean Cousty Noémie De Crozé Hugues Talbot | High Throughput Automated Detection of Axial Malformations in Medaka Embryo | Computers in Biology and Medicine | 22 January 2019 |
| Weakly Well-Composed Cell Complexes over nD Pictures | Nicolas Boutry Rocio Gonzalez-Diaz Maria-Jose Jimenez | Weakly Well-Composed Cell Complexes over nD Pictures | Information Sciences | 4 July 2018 |
| Parallel Computation of Component Trees on Distributed Memory Machines | Markus Götz Gabriele Cavallaro Thierry Géraud Matthias Book Morris Riedel | Parallel Computation of Component Trees on Distributed Memory Machines | IEEE Transactions on Parallel and Distributed Systems | 2 April 2018 |
| 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 | 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 | Medical Image Analysis | 22 March 2018 |
| A Tutorial on Well-Composedness | Nicolas Boutry Thierry Géraud Laurent Najman | A Tutorial on Well-Composedness | Journal of Mathematical Imaging and Vision | 12 October 2017 |
| Augmented Songbook: an Augmented Reality Educational Application for Raising Music Awareness | Marçal Rusiñol Joseph Chazalon Katerine Diaz-Chito | Augmented Songbook: an Augmented Reality Educational Application for Raising Music Awareness | Multimedia Tools and Applications | 29 June 2017 |
| Object tracking by hierarchical decomposition of hyperspectral video sequences: Application to chemical gas plume tracking | Guillaume Tochon Jocelyn Chanussot Mauro Dalla Mura Andrea Bertozzi | Object tracking by hierarchical decomposition of hyperspectral video sequences: Application to chemical gas plume tracking | IEEE Transactions on Geoscience and Remote Sensing | 20 April 2017 |
| Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection | Yongchao Xu Thierry Géraud Laurent Najman | Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection | Pattern Recognition Letters | 20 May 2016 |
| Hierarchical Segmentation Using Tree-Based Shape Spaces | Yongchao Xu Edwin Carlinet Thierry Géraud Laurent Najman | Hierarchical Segmentation Using Tree-Based Shape Spaces | IEEE Transactions on Pattern Analysis and Machine Intelligence | 11 April 2016 |
| TextCatcher: A method to detect curved and challenging text in natural scenes | Jonathan Fabrizio Myriam Robert-Seidowsky Séverine Dubuisson Stefania Calarasanu Raphaël Boissel | TextCatcher: A method to detect curved and challenging text in natural scenes | International Journal on Document Analysis and Recognition | 8 April 2016 |
| What is a good evaluation protocol for text localization systems? Concerns, arguments, comparisons and solutions | Stefania Calarasanu Jonathan Fabrizio Séverine Dubuisson | What is a good evaluation protocol for text localization systems? Concerns, arguments, comparisons and solutions | Image and Vision Computing | 1 February 2016 |
| MToS: A Tree of Shapes for Multivariate Images | Edwin Carlinet Thierry Géraud | MToS: A Tree of Shapes for Multivariate Images | IEEE Transactions on Image Processing | 26 October 2015 |
| Connected Filtering on Tree-Based Shape-Spaces | Yongchao Xu Thierry Géraud Laurent Najman | Connected Filtering on Tree-Based Shape-Spaces | IEEE Transactions on Pattern Analysis and Machine Intelligence | 5 June 2015 |
| Tree-Based Morse Regions: A Topological Approach to Local Feature Detection | Yongchao Xu Thierry Géraud Pascal Monasse Laurent Najman | Tree-Based Morse Regions: A Topological Approach to Local Feature Detection | IEEE Transactions on Image Processing | 3 October 2014 |
| A Comparative Review of Component Tree Computation Algorithms | Edwin Carlinet Thierry Géraud | A Comparative Review of Component Tree Computation Algorithms | IEEE Transactions on Image Processing | 16 June 2014 |
| Text detection in street level image | Jonathan Fabrizio Beatriz Marcotegui Matthieu Cord | Text detection in street level image | Pattern Analysis and Applications | 5 November 2013 |
| Efficient Multiscale Sauvola's Binarization | Guillaume Lazzara Thierry Géraud | Efficient Multiscale Sauvola's Binarization | International Journal of Document Analysis and Recognition (IJDAR) | 25 April 2013 |
| Motion compensation based on Tangent Distance prediction for video compression | Jonathan Fabrizio Séverine Dubuisson Dominique Béréziat | Motion compensation based on Tangent Distance prediction for video compression | Signal Processing: Image Communication | 9 February 2012 |
| Shape-based hand recognition | Erdem Yörük Ender Konukoglu Bülent Sankur Jérôme Darbon | Shape-based hand recognition | IEEE Transactions on Image Processing | 1 July 2006 |
| Image restoration with discrete constrained Total Variation—Part I: Fast and exact optimization | Jérôme Darbon Marc Sigelle | Image restoration with discrete constrained Total Variation—Part I: Fast and exact optimization | Journal of Mathematical Imaging and Vision | 24 March 2006 |
| Image restoration with discrete constrained Total Variation—Part II: Levelable functions, convex priors and non-convex case | Jérôme Darbon Marc Sigelle | Image restoration with discrete constrained Total Variation—Part II: Levelable functions, convex priors and non-convex case | Journal of Mathematical Imaging and Vision | 24 March 2006 |
| Spatial reasoning with relative incomplete information on relative positioning | Réda Dehak Isabelle Bloch Henri Maître | Spatial reasoning with relative incomplete information on relative positioning | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1 September 2005 |
| Fast road network extraction in satellite images using mathematical morphology and Markov random fields | Thierry Géraud Jean-Baptiste Mouret | Fast road network extraction in satellite images using mathematical morphology and Markov random fields | EURASIP Journal on Applied Signal Processing | 5 September 2004 |
Conference and Workshop Papers
| Author | Title | Published in | Date | |
|---|---|---|---|---|
| Topology-Aware Method to Segment 3D Plan Tissue Images | Minh Ôn Vũ Ngoc Nicolas Boutry Jonathan Fabrizio | Topology-Aware Method to Segment 3D Plan Tissue Images | 36th Conference on Neural Information Processing SystemsAI for Science Workshop | 25 October 2022 |
| The Cost of Dynamism in Static Languages for Image Processing | Baptiste Esteban Edwin Carlinet Guillaume Tochon Didier Verna | The Cost of Dynamism in Static Languages for Image Processing | Proceedings of the 21st International Conference on Generative Programming: Concepts & Experiences (GPCE 2022) | 10 October 2022 |
| A Modern C++ Point of View of Programming in Image Processing | Michaël Roynard Edwin Carlinet Thierry Géraud | A Modern C++ Point of View of Programming in Image Processing | Proceedings of the 21st International Conference on Generative Programming: Concepts & Experiences (GPCE 2022) | 10 October 2022 |
| Estimation of the noise level function for color images using mathematical morphology and non-parametric statistics | Baptiste Esteban Guillaume Tochon Edwin Carlinet Didier Verna | Estimation of the noise level function for color images using mathematical morphology and non-parametric statistics | Proceedings of the 26th International Conference on Pattern Recognition | 8 April 2022 |
| A Benchmark of Named Entity Recognition Approaches in Historical Documents | Nathalie Abadie Edwin Carlinet Joseph Chazalon Bertrand Duménieu | A Benchmark of Named Entity Recognition Approaches in Historical Documents | Proceedings of the 15th IAPR International Workshop on Document Analysis System | 7 April 2022 |
| Gradient Vector Fields of Discrete Morse Functions and Watershed-Cuts | Nicolas Boutry Laurent Najman Gilles Bertrand | Gradient Vector Fields of Discrete Morse Functions and Watershed-Cuts | Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) | 31 December 2021 |
| Residual 3D U-Net with Localization for Brain Tumor Segmentation | Marc Demoustier Ines Khemir Lucien Martin-Gaffé Nicolas Boutry Quoc Duon Nguyen | Residual 3D U-Net with Localization for Brain Tumor Segmentation | International MICCAI Brainlesion Workshop | 31 December 2021 |
| 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 | Introducing the Boundary-Aware Loss for Deep Image Segmentation | Proceedings of the 32nd British Machine Vision Conference (BMVC) | 28 November 2021 |
| Vectorization of Historical Maps Using Deep Edge Filtering and Closed Shape Extraction | Yizi Chen Edwin Carlinet Joseph Chazalon Clément Mallet Bertrand Duménieu Julien Perret | Vectorization of Historical Maps Using Deep Edge Filtering and Closed Shape Extraction | Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) | 17 May 2021 |
| Revisiting the Coco Panoptic Metric to Enable Visual and Qualitative Analysis of Historical Map Instance Segmentation | Joseph Chazalon Edwin Carlinet | Revisiting the Coco Panoptic Metric to Enable Visual and Qualitative Analysis of Historical Map Instance Segmentation | Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) | 17 May 2021 |
| 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 | ICDAR 2021 Competition on Historical Map Segmentation | Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) | 17 May 2021 |
| Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks | Joaquim Estopinan Guillaume Tochon Lucas Drumetz | Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks | Proceedings of the 29th European Signal Processing Conference (EUSIPCO) | 4 May 2021 |
| Stability of the Tree of Shapes to Additive Noise | Nicolas Boutry Guillaume Tochon | Stability of the Tree of Shapes to Additive Noise | Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) | 2 March 2021 |
| An Equivalence Relation between Morphological Dynamics and Persistent Homology in n-D | Nicolas Boutry Thierry Géraud Laurent Najman | An Equivalence Relation between Morphological Dynamics and Persistent Homology in n-D | Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) | 2 March 2021 |
| A New Matching Algorithm between Trees of Shapes and its Application to Brain Tumor Segmentation | Nicolas Boutry Thierry Géraud | A New Matching Algorithm between Trees of Shapes and its Application to Brain Tumor Segmentation | Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) | 2 March 2021 |
| On Some Associations Between Mathematical Morphology and Artificial Intelligence | Isabelle Bloch Samy Blusseau Ramón Pino Pérez Élodie Puybareau Guillaume Tochon | On Some Associations Between Mathematical Morphology and Artificial Intelligence | Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) | 16 February 2021 |
| FOANet: A Focus of Attention Network with Application to Myocardium Segmentation | Zhou Zhao Nicolas Boutry Élodie Puybareau Thierry Géraud | FOANet: A Focus of Attention Network with Application to Myocardium Segmentation | Proceedings of the 25th International Conference on Pattern Recognition (ICPR) | 2 November 2020 |
| Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation | Zhou Zhao Nicolas Boutry Élodie Puybareau Thierry Géraud | Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation | Proceedings of the 25th International Conference on Pattern Recognition (ICPR) | 2 November 2020 |
| Euler Well-Composedness | Nicolas Boutry Rocio Gonzalez-Diaz Maria-Jose Jimenez Eduardo Paluzo-Hildago | Euler Well-Composedness | Combinatorial Image Analysis: Proceedings of the 20th International Workshop, IWCIA 2020, Novi Sad, Serbia, July 16–18, 2020 | 21 July 2020 |
| A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in n-D | Nicolas Boutry Rocio Gonzalez-Diaz Laurent Najman Thierry Géraud | A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in n-D | Combinatorial Image Analysis: Proceedings of the 20th International Workshop, IWCIA 2020, Novi Sad, Serbia, July 16–18, 2020 | 21 July 2020 |
| 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 | Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures | Proceedings of the 4th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019 | 1 June 2020 |
| 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 | A Two-Stage Temporal-Like Fully Convolutional Network Framework for Left Ventricle Segmentation and Quantification on MR Images | 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 |
| Learning Endmember Dynamics in Multitemporal Hyperspectral Data using a State-Space Model Formulation | Lucas Drumetz Mauro Dalla Mura Guillaume Tochon Ronan Fablet | Learning Endmember Dynamics in Multitemporal Hyperspectral Data using a State-Space Model Formulation | Proceedings of the 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | 24 January 2020 |
| One More Step Towards Well-Composedness of Cell Complexes over n-D Pictures | Nicolas Boutry Rocio Gonzalez-Diaz Maria-Jose Jimenez | One More Step Towards Well-Composedness of Cell Complexes over n-D Pictures | Proceedings of the 21st International Conference on Discrete Geometry for Computer Imagery (DGCI) | 18 June 2019 |
| An Equivalence Relation between Morphological Dynamics and Persistent Homology in 1D | Nicolas Boutry Thierry Géraud Laurent Najman | An Equivalence Relation between Morphological Dynamics and Persistent Homology in 1D | Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) | 13 March 2019 |
| Introducing Multivariate Connected Openings and Closings | Edwin Carlinet Thierry Géraud | Introducing Multivariate Connected Openings and Closings | Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) | 13 March 2019 |
| Spherical fluorescent particle segmentation and tracking in 3D confocal microscopy | Élodie Puybareau Edwin Carlinet Alessandro Benfenati Hugues Talbot | Spherical fluorescent particle segmentation and tracking in 3D confocal microscopy | Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) | 13 March 2019 |
| Constructing a braid of partitions from hierarchies of partitions | Guillaume Tochon Mauro Dalla Mura Jocelyn Chanussot | Constructing a braid of partitions from hierarchies of partitions | Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) | 13 March 2019 |
| Motion Compensation in Digital Holography for Retinal Imaging | Julie Rivet Guillaume Tochon Michael Atlan Serge Meimon Thierry Géraud Michel Paques | Motion Compensation in Digital Holography for Retinal Imaging | Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI) | 19 December 2018 |
| Intervertebral Disc Segmentation Using Mathematical Morphology—A CNN-Free Approach | Edwin Carlinet Thierry Géraud | Intervertebral Disc Segmentation Using Mathematical Morphology—A CNN-Free Approach | Proceedings of the 5th MICCAI Workshop & Challenge on Computational Methods and Clinical Applications for Spine Imaging (CSI) | 26 November 2018 |
| Segmentation of Gliomas and Prediction of Patient Overall Survival: A Simple and Fast Procedure | Élodie Puybareau Guillaume Tochon Joseph Chazalon Jonathan Fabrizio | Segmentation of Gliomas and Prediction of Patient Overall Survival: A Simple and Fast Procedure | Proceedings of the Workshop on Brain Lesions (BrainLes)in conjunction with MICCAI | 5 November 2018 |
| An Image Processing Library in Modern C++: Getting Simplicity and Efficiency with Generic Programming | Michaël Roynard Edwin Carlinet Thierry Géraud | An Image Processing Library in Modern C++: Getting Simplicity and Efficiency with Generic Programming | Proceedings of the 2nd Workshop on Reproducible Research in Pattern Recognition (RRPR 2018) | 25 October 2018 |
| 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 |
| 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 | Deep Neural Networks for Aberrations Compensation in Digital Holographic Imaging of the Retina | Proceedings of the SPIE Conference on Adaptive Optics and Wavefront Control for Biological Systems V | 25 October 2018 |
| Document detection in videos captured by smartphones using a saliency-based method | Minh Ôn Vũ Ngoc Jonathan Fabrizio Thierry Géraud | Document detection in videos captured by smartphones using a saliency-based method | International Conference on Document Analysis and Recognition Workshops (ICDARW) | 20 September 2018 |
| The Tree of Shapes Turned into a Max-Tree: A Simple and Efficient Linear Algorithm | Edwin Carlinet Thierry Géraud Sébastien Crozet | The Tree of Shapes Turned into a Max-Tree: A Simple and Efficient Linear Algorithm | Proceedings of the 24th IEEE International Conference on Image Processing (ICIP) | 10 May 2018 |
| Real-Time Document Detection in Smartphone Videos | Élodie Puybareau Thierry Géraud | Real-Time Document Detection in Smartphone Videos | Proceedings of the 24th IEEE International Conference on Image Processing (ICIP) | 10 May 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 |
| Un algorithme de complexité linéaire pour le calcul de l'arbre des formes | Edwin Carlinet Sébastien Crozet Thierry Géraud | Un algorithme de complexité linéaire pour le calcul de l'arbre des formes | Actes du congrès Reconnaissance des Formes, ImageApprentissage et Perception (RFIAP) | 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 |
| Saliency-Based Detection of Identity Documents Captured by Smartphones | Minh Ôn Vũ Ngoc Jonathan Fabrizio Thierry Géraud | Saliency-Based Detection of Identity Documents Captured by Smartphones | Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS) | 2 February 2018 |
| A first step toward a fair comparison of evaluation protocols for text detection algorithms | Aliona Dangla Élodie Puybareau Guillaume Tochon Jonathan Fabrizio | A first step toward a fair comparison of evaluation protocols for text detection algorithms | Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS) | 2 February 2018 |
| 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 | Extraction of Ancient Map Contents Using Trees of Connected Components | Proceedings of the 12th IAPR International Workshop on Graphics Recognition (GREC) | 20 October 2017 |
| 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. | SmartDoc 2017 Video Capture: Mobile Document Acquisition in Video Mode | Proceedings of the 1st International Workshop on Open Services and Tools for Document Analysis (ICDAR-OST) | 21 July 2017 |
| Benchmarking Keypoint Filtering Approaches for Document Image Matching | E Royer J Chazalon M Rusiñol F Bouchara | Benchmarking Keypoint Filtering Approaches for Document Image Matching | Proceedings of the 14th International Conference on Document Analysis and Recognition (ICDAR) | 4 July 2017 |
| Caractérisation des zones de mouvement périodiques pour applications bio-médicales | Élodie Puybareau Hugues Talbot Laurent Najman | Caractérisation des zones de mouvement périodiques pour applications bio-médicales | Actes du 26e Colloque GRETSI | 28 June 2017 |
| 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 |
| Well-Composedness in Alexandrov spaces implies Digital Well-Composedness in Z^n | Nicolas Boutry Laurent Najman Thierry Géraud | Well-Composedness in Alexandrov spaces implies Digital Well-Composedness in Z^n | Discrete Geometry for Computer Imagery – Proceedings of the 20th IAPR International Conference on Discrete Geometry for Computer Imagery (DGCI) | 1 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 |
| ... further results | ||||