Etienne Decencière
Présentation
Directeur du centre de morphologie mathématique Mines Paris - Université PSL
Publications
Publications
|
|
Euclidean Distance to Convex Polyhedra and Application to Class Representation in Spectral Images14th International Conference on Pattern Recognition Applications and Methods, Feb 2025, Porto, Portugal. pp.192-203, ⟨10.5220/0013385600003905⟩ |
Self-Supervised Metric Learning for Gaussian Anomaly Detection in Fundus Images2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), Apr 2025, Houston, France. pp.1-5, ⟨10.1109/ISBI60581.2025.10981124⟩ |
|
Image generation of short glass fibre composite microstructures : from control to optimization and damage prediction18th International Conference on Advanced Computational Engineering and Experimenting - ACEX, Jun 2025, Naples, Italy |
|
|
|
Spatial Reasoning Loss for Weakly Supervised Segmentation of Skin Histological Images21st IEEE International Symposium on Biomedical Imaging, The IEEE Signal Processing Society and the IEEE Engineering in Medicine and Biology Society, May 2024, Athens, Greece |
|
|
Utilisation de méthodes basées sur l'Intelligence Artificielle pour le contrôle non destructif par rayons XJournées COFREND 2023, Jun 2023, Marseille, France. https://doi.org/10.58286/28495, ⟨10.58286/28495⟩ |
|
|
Giga-SSL: Self-Supervised Learning for Gigapixel ImagesIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2023, Vancouver (CA), Canada. ⟨10.1109/CVPRW59228.2023.00453⟩ |
|
|
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision TransformersInternational Conference on Computer Vision Workshops (ICCVW) 2023, Oct 2023, Paris, France. pp.4128-4138, ⟨10.1109/ICCVW60793.2023.00446⟩ |
|
|
Neural fields for sparse-view 3D X-ray imaging: preliminary workORASIS 2023 - journées francophones des jeunes chercheurs en vision par ordinateur, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France |
|
|
Heuristic Hyperparameter Choice for Image Anomaly Detection2023 Twelfth International Conference on Image Processing Theory, Tools and Applications (IPTA), Oct 2023, Paris, France. pp.1-5, ⟨10.1109/IPTA59101.2023.10320035⟩ |
EVALUATION AND COMPARISON OF TWO DEEP-LEARNING STRATEGIES FOR ON-LINE X-RAY COMPUTED TOMOGRAPHY49th Annual Review of Progress in Quantitative Nondestructive Evaluation, Jul 2022, San diego (Californie), United States. ⟨10.1115/QNDE2022-98387⟩ |
|
Water-skel13th European Congress for Stereology and Image Analysis, 2021, Saint-Etienne, France |
|
|
|
On power Jaccard losses for semantic segmentationVISAPP 2021 : 16th International Conference on Computer Vision Theory and Applications, Feb 2021, Vienne (on line), Austria |
|
|
Segmenting junction regions without skeletonization using geodesic operators and the max-tree14th International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, Jul 2019, Saarbrücken, Germany. ⟨10.1007/978-3-030-20867-7_35⟩ |
|
|
A new color augmentation method for deep learning segmentation of histological images2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2019, Venise, France |
RetinOpTIC-Automatic Evaluation of Diabetic RetinopathyARVO, 2019, Vancouver, Canada |
|
Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammogramsIEEE International Engineering in Medicine and Biology Conference, Jul 2019, Berlin, Germany. ⟨10.1109/EMBC.2019.8857167⟩ |
|
|
|
Dealing with Topological Information within a Fully Convolutional Neural NetworkAdvanced Concepts for Intelligent Vision Systems (ACIVS), Sep 2018, Poitiers, France |
|
|
Function Decomposition in Main and Lesser PeaksInternational Symposium on Mathematical Morphology, May 2017, Fontainebleau, France. ⟨10.1007/978-3-319-57240-6_26⟩ |
|
|
Deep learning for studies of galaxy morphologyIAU Symposium 325 on Astroinformatics, Oct 2016, Sorrente, Italy. pp.191 - 196, ⟨10.1017/S1743921317000552⟩ |
|
|
NEW GENERAL FEATURES BASED ON SUPERPIXELS FOR IMAGE SEGMENTATION LEARNINGInternational Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic |
A 3d automatic segmentation method based on mathematical morphology for multiphoton images of melanocyte-keratinocyte coculture skin modelFocus on Microscopy, Mar 2015, Göttingen, Germany |
|
Spatial Repulsion Between Markers Improves Watershed Performance12th International Symposium, ISMM 2015, Reykjavik, Iceland, May 27-29, 2015, May 2015, Reykjavik, Iceland. pp.194-202, ⟨10.1007/978-3-319-18720-4_17⟩ |
|
Comparison of different melanin detection methods based on time-resolved two-photon excited fluorescenceFocus on Microscopy, Mar 2015, Göttingen, Germany |
|
|
|
Waterpixels: Superpixels based on the watershed transformationIEEE International Conference On Image Processing, Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025882⟩ |
Automatic segmentation of epidermal layers through in vivo skin multiphoton microscopy imagesFocus on Microscopy, Mar 2013, Netherlands. pp.P2-E/08 |
|
3D Quantification of melanin in human skin in vivo based on multiphoton microscopy, image processingFocus on microscopy, 2013, Netherlands |
|
|
|
Multimedia data mining for automatic diabetic retinopathy screeningEngineering in Medicine and Biology Society (EMBC), Jul 2013, Osaka, Japan. pp.7144 - 7147, ⟨10.1109/EMBC.2013.6611205⟩ |
Time-lapsed SHG imaging of collagen fibrillogenesis, correlation to electronic microscopyFocus on microscopy, 2013, Netherlands |
|
|
|
Second Harmonic Generation imaging of collagen fibrillogenesisLasers and Electro-Optics Europe (CLEO EUROPE/IQEC), Jun 2013, Munich, Germany. pp.1 - 1, ⟨10.1109/CLEOE-IQEC.2013.6801528⟩ |
A General Framework For Detecting Diabetic Retinopathy Lesions In Eye Fundus Images2012 25th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2012, Rome, Italy. pp.1-6 |
|
In vivo multiphoton microscopy associated to 3D image processing for human skin characterizationSPIE, Feb 2012, United States. ⟨10.1117/12.907410⟩ |
|
Imagerie multiphoton de la peau humaine in vivoOptique et Diagnostic (OPTDIAG), May 2012, Paris, France |
|
Linear openings in arbitrary orientation in O(1) per pixel36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 2011, Prague, Czech Republic. pp.Article number 5946767, Pages 1457-1460, ⟨10.1109/ICASSP.2011.5946767⟩ |
|
|
|
Application of the morphological ultimate opening to the detection of microaneurysms on eye fundus images from a clinical database13th International Congress of Stereology (ICS'13), Oct 2011, Pékin, China |
|
|
Region Growing Structuring Elements and New Operators Based on Their ShapeSignal and Image Processing (SIP 2011), Dec 2011, Dallas, United States. pp.Pattern recognition, track 759-018 |
Geodesic attributes thinnings and thickeningsInternational Symposium on Mathematical morphology, 2011, Verbania-Intra, Italy |
|
Geodesic attributes thinnings and thickenings10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. pp.200-211, ⟨10.1007/978-3-642-21569-8_18⟩ |
|
Spatio-Temporal Segmentation For Radiotherapy PlanningProgress in Industrial Mathematics at ECMI 2008, 2010, United Kingdom |
|
|
|
Restoration of variable density film soundtracks17th European Signal Processing Conference (EUSIPCO 2009), Aug 2009, Glasgow, United Kingdom. pp.2589-2593 |
|
|
Interactive Liver Tumor Segmentation Using Graph-cuts and Watershed11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2008), Sep 2008, New York, NY, United States |
Restoration of Variable Area Soundtracks14th IEEE International Conference on Image Processing ICIP, Sep 2007, San Antonio, États-Unis. pp.13-16, ⟨10.1109/ICIP.2007.4379944⟩ |
|
Friction analysis in laser textured surface lubricated contactsSTLE Annual Meeting, May 2007, Philadelphia, United States. CD-ROM pp. 1-4 |
|
|
|
Image Filtering Using Morphological Amoebas7th international symposium on mathematical morphology, 2005, Paris, France. ⟨10.1007/1-4020-3443-1_2⟩ |
Physics-Informed Deep Learning for the Understanding of Mesostructure Effects on the Mechanical Failure of Reinforced PolymersAussois 2023 - Grandes transformations : aujourd'hui.. demain, Jan 2023, Aussois, France |
|
Efficient estimation of eye fundus color image quality with convolutional neural networksAssociation for Research in Vision and Ophthalmology, 2018, Honolulu, United States |
|
|
|
Spatial normalization of eye fundus imagesISBI 2012: 9th IEEE International Symposium on Biomedical Imaging, May 2012, Barcelone, Spain. IEEE, 2012 |
|
|
Multiphoton FLIM in cosmetic clinical researchMultiphoton Microscopy and Fluorescence Lifetime Imaging: Applications in Biology and Medicine, 2018, ⟨10.1515/9783110429985-021⟩ |
Prediction of BRCAness/Homologous Recombination Deficiency of Breast Tumors on Digitalized SlidesFrance, Patent n° : 18292903. 2024 |