News about Olena
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- Publication Introducing the Boundary-Aware Loss for Deep Image Segmentation in Proceedings of the 32nd British Machine Vision Conference (BMVC) — 28 November 2021
- Publication Continuous Well-Composedness implies Digital Well-Composedness in n-D in Journal of Mathematical Imaging and Vision — 9 November 2021
- Publication VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images in Medical Image Analysis — 22 July 2021
- Publication Vectorization of Historical Maps Using Deep Edge Filtering and Closed Shape Extraction in Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) — 17 May 2021
- Publication Revisiting the Coco Panoptic Metric to Enable Visual and Qualitative Analysis of Historical Map Instance Segmentation in Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) — 17 May 2021
- Publication ICDAR 2021 Competition on Historical Map Segmentation in Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) — 17 May 2021
- Publication Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks in Proceedings of the 29th European Signal Processing Conference (EUSIPCO) — 4 May 2021
- Publication An Equivalence Relation between Morphological Dynamics and Persistent Homology in n-D in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 2 March 2021
- Publication A New Matching Algorithm between Trees of Shapes and its Application to Brain Tumor Segmentation in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 2 March 2021
- Publication Stability of the Tree of Shapes to Additive Noise in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 2 March 2021
- Publication Deep Learning for Detection and Segmentation of Artefact and Disease Instances in Gastrointestinal Endoscopy in Medical Image Analysis — 24 February 2021
- Publication On Some Associations Between Mathematical Morphology and Artificial Intelligence in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 16 February 2021
- Publication Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation in Proceedings of the 25th International Conference on Pattern Recognition (ICPR) — 2 November 2020
- Publication FOANet: A Focus of Attention Network with Application to Myocardium Segmentation in Proceedings of the 25th International Conference on Pattern Recognition (ICPR) — 2 November 2020
- Publication Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids in Journal of Mathematical Imaging and Vision — 3 September 2020
- Publication Equivalence between Digital Well-Composedness and Well-Composedness in the Sense of Alexandrov on n-D Cubical Grids in Journal of Mathematical Imaging and Vision — 3 September 2020
- Publication Euler Well-Composedness in Combinatorial Image Analysis: Proceedings of the 20th International Workshop, IWCIA 2020, Novi Sad, Serbia, July 16–18, 2020 — 21 July 2020
- Publication A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in n-D in Combinatorial Image Analysis: Proceedings of the 20th International Workshop, IWCIA 2020, Novi Sad, Serbia, July 16–18, 2020 — 21 July 2020
- Publication Non-iterative methods for image improvement in digital holography of the retina — 17 July 2020
- Publication A New Minimum Barrier Distance for Multivariate Images with Applications to Salient Object Detection, Shortest Path Finding, and Segmentation in Computer Vision and Image Understanding — 2 June 2020
- Publication Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures in Proceedings of the 4th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019 — 1 June 2020
- Publication Improvement of a text detection chain and the proposition of a new evaluation protocol for text detection algorithms — 18 February 2020
- Publication A Two-Stage Temporal-Like Fully Convolutional Network Framework for Left Ventricle Segmentation and Quantification on MR Images in 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
- Publication Learning Endmember Dynamics in Multitemporal Hyperspectral Data using a State-Space Model Formulation in Proceedings of the 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) — 24 January 2020
- Publication Braids of Partitions for the Hierarchical Representation and Segmentation of Multimodal Images in Pattern Recognition — 1 July 2019
- Publication One More Step Towards Well-Composedness of Cell Complexes over n-D Pictures in Proceedings of the 21st International Conference on Discrete Geometry for Computer Imagery (DGCI) — 18 June 2019
- Publication Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge in IEEE Transactions on Medical Imaging — 11 April 2019
- Publication Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities: Results of the WMH Segmentation Challenge in IEEE Transactions on Medical Imaging — 10 April 2019
- Publication Constructing a braid of partitions from hierarchies of partitions in Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) — 13 March 2019
- Publication Spherical fluorescent particle segmentation and tracking in 3D confocal microscopy in Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) — 13 March 2019
- Publication An Equivalence Relation between Morphological Dynamics and Persistent Homology in 1D in Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) — 13 March 2019
- Publication Introducing Multivariate Connected Openings and Closings in Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) — 13 March 2019
- Publication How to Make n-D Plain Maps Alexandrov-Well-Composed in a Self-dual Way in Journal of Mathematical Imaging and Vision — 4 February 2019
- Publication High Throughput Automated Detection of Axial Malformations in Medaka Embryo in Computers in Biology and Medicine — 22 January 2019
- Publication Motion Compensation in Digital Holography for Retinal Imaging in Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI) — 19 December 2018
- Publication Taking into account inclusion and adjacency information in morphological hierarchical representations, with application to the extraction of text in natural images and videos. — 1 December 2018
- Publication Intervertebral Disc Segmentation Using Mathematical Morphology—A CNN-Free Approach in Proceedings of the 5th MICCAI Workshop & Challenge on Computational Methods and Clinical Applications for Spine Imaging (CSI) — 26 November 2018
- Publication Segmentation of Gliomas and Prediction of Patient Overall Survival: A Simple and Fast Procedure in Proceedings of the Workshop on Brain Lesions (BrainLes)in conjunction with MICCAI — 5 November 2018
- Publication Deep Neural Networks for Aberrations Compensation in Digital Holographic Imaging of the Retina in Proceedings of the SPIE Conference on Adaptive Optics and Wavefront Control for Biological Systems V — 25 October 2018
- Publication An Image Processing Library in Modern C++: Getting Simplicity and Efficiency with Generic Programming in Proceedings of the 2nd Workshop on Reproducible Research in Pattern Recognition (RRPR 2018) — 25 October 2018
- Publication Left Atrial Segmentation In a Few Seconds Using Fully Convolutional Network and Transfer Learning in Proceedings of the Workshop on Statistical Atlases and Computational Modelling of the Heart (STACOM 2018), in conjunction with MICCAI — 25 October 2018
- Publication Weakly Well-Composed Cell Complexes over nD Pictures in Information Sciences — 4 July 2018
- Publication The Tree of Shapes Turned into a Max-Tree: A Simple and Efficient Linear Algorithm in Proceedings of the 24th IEEE International Conference on Image Processing (ICIP) — 10 May 2018
- Publication Real-Time Document Detection in Smartphone Videos in Proceedings of the 24th IEEE International Conference on Image Processing (ICIP) — 10 May 2018
- Publication Segmentation des hyperintensités de la matière blanche en quelques secondes à l'aide d'un réseau de neurones convolutif et de transfert d'apprentissage in Actes du congrès Reconnaissance des Formes, ImageApprentissage et Perception (RFIAP), session spéciale “Deep Learning, deep in France” — 4 May 2018
- Publication Un algorithme de complexité linéaire pour le calcul de l'arbre des formes in Actes du congrès Reconnaissance des Formes, ImageApprentissage et Perception (RFIAP) — 4 May 2018
- Publication Parallel Computation of Component Trees on Distributed Memory Machines in IEEE Transactions on Parallel and Distributed Systems — 2 April 2018
- Publication 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 in Medical Image Analysis — 22 March 2018
- Publication White Matter Hyperintensities Segmentation In a Few Seconds Using Fully Convolutional Network and Transfer Learning in 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
- Publication A first step toward a fair comparison of evaluation protocols for text detection algorithms in Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS) — 2 February 2018