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Jonathan Weber

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Researcher identifiers
  • IdHAL jonathan-weber

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Publications

Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation

Amina Ben Hamida , Maxime Devanne , Jonathan Weber , Caroline Truntzer , Valentin Derangère et al.
Artificial Intelligence in Medicine, 2022, ⟨10.1016/j.artmed.2022.102407⟩
Journal articles hal-03797652v1
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Multisenge: a Multimodal and Multitemporal Benchmark Dataset for Land Use/Land Cover Remote Sensing Applications

Romain Wenger , A. Puissant , J. Weber , L. Idoumghar , G. Forestier et al.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022, V-3-2022, pp.635-640. ⟨10.5194/isprs-annals-V-3-2022-635-2022⟩
Journal articles hal-03776281v1

Optimal priming of poxvirus vector (NYVAC)-based HIV vaccine regimens for T cell responses requires three DNA injections. Results of the randomized multicentre EV03/ANRS VAC20 Phase I/II Trial

Yves Lévy , Christine Lacabaratz , Kim Ellefsen-Lavoie , Wolfgang Stöhr , Jean-Daniel Lelièvre et al.
PLoS Pathogens, 2020, 16 (6), pp.e1008522. ⟨10.1371/journal.ppat.1008522⟩
Journal articles hal-03142733v1
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A review of alignment based similarity measures for web usage mining

Vinh-Trung Luu , Germain Forestier , Jonathan Weber , Paul Bourgeois , Fahima Djelil et al.
Artificial Intelligence Review, 2020, 53 (3), pp.1529-1551. ⟨10.1007/s10462-019-09712-9⟩
Journal articles hal-02632870v1
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InceptionTime: Finding AlexNet for time series classification

Hassan Ismail Fawaz , Benjamin Lucas , Germain Forestier , Charlotte Pelletier , Daniel F Schmidt et al.
Data Mining and Knowledge Discovery, 2020, 34 (6), pp.1936-1962. ⟨10.1007/s10618-020-00710-y⟩
Journal articles hal-03181438v1
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Tree leaves extraction in natural images: Comparative study of pre-processing tools and segmentation methods

Manuel Grand-Brochier , Antoine Vacavant , Guillaume Cerutti , Camille Kurtz , Jonathan Weber et al.
IEEE Transactions on Image Processing, 2015, 24 (5), pp.1549-1560. ⟨10.1109/TIP.2015.2400214⟩
Journal articles hal-01176699v1

Efficient Satellite Image Time Series Analysis Under Time Warping

Francois Petitjean , Jonathan Weber
IEEE Geoscience and Remote Sensing Letters, 2014, 11 (6), pp.1143 - 1147. ⟨10.1109/LGRS.2013.2288358⟩
Journal articles hal-00940767v1
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Fast Quasi-Flat Zones Filtering Using Area Threshold and Region Merging

Jonathan Weber , Sébastien Lefèvre
Journal of Visual Communication and Image Representation, 2013, 24 (3), pp.397-409. ⟨10.1016/j.jvcir.2013.01.011⟩
Journal articles hal-00763484v1

Spatial and Spectral Morphological Template Matching

Jonathan Weber , Sébastien Lefèvre
Image and Vision Computing, 2012, 30 (12), pp.934-945. ⟨10.1016/j.imavis.2012.07.002⟩
Journal articles hal-00761281v1

La morphologie mathématique binaire pour l'extraction automatique des bâtiments dans les images THRS

David Sheeren , Sébastien Lefèvre , Jonathan Weber
Revue Internationale de Géomatique, 2007, 17 (3-4), pp.333-352. ⟨10.3166/geo.17.333-352⟩
Journal articles hal-00515949v1
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Smooth Perturbations for Time Series Adversarial Attacks

Gautier Pialla , Hassan Ismail Fawaz , Maxime Devanne , Jonathan Weber , Lhassane Idoumghar et al.
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), May 2022, Chengdu, China. pp.485 - 496, ⟨10.1007/978-3-031-05933-9_38⟩
Conference papers hal-03800377v1
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Deep Clustering Methods Study Applied to Satellite Images Time Series

Baptiste Lafabregue , Anne Puissant , Jonathan Weber , Germain Forestier
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2022, Kuala Lumpur, Malaysia. pp.195-198, ⟨10.1109/igarss46834.2022.9884322⟩
Conference papers hal-03800248v1
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Projectile trajectory estimation: an LSTM approach

Alicia Roux , Jonathan Weber , Jean-Philippe Lauffenburger , Sébastien Changey
Conference on Artificial Intelligence for Defense, DGA Maîtrise de l'Information, Nov 2022, Rennes, France
Conference papers hal-03881740v1

Incremental constrained clustering with application to remote sensing images time series

Baptiste Lafabregue , Pierre Gançarski , Jonathan Weber , Germain Forestier
IEEE International Conference on Data Mining Incr'Learn Workshops 2022, Nov. 28 - Dec. 1, 2022, Orlando, FL, 2022, Orlando, France
Conference papers hal-03936924v1
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A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification

Emel Ay , Maxime Devanne , Jonathan Weber , Germain Forestier
2022 International Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, France. pp.1-8, ⟨10.1109/IJCNN55064.2022.9892915⟩
Conference papers hal-03800230v1
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Ensemble classification of video-recorded crowd movements

Mounir Bendali-Braham , Jonathan Weber , Germain Forestier , Lhassane Idoumghar , Pierre-Alain Muller et al.
International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2021, Zagreb, Croatia. pp.152-158, ⟨10.1109/ISPA52656.2021.9552129⟩
Conference papers hal-03800450v1
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Knowledge-Based Categorization of Scientific Articles for Similarity Predictions

Nolwenn Bernard , Jonathan Weber , Germain Forestier , Michel Hassenforder , Bastien Latard et al.
International Conference on Theory and Practice of Digital Libraries (TPDL), Aug 2020, Lyon, France. pp.147-160, ⟨10.1007/978-3-030-54956-5⟩
Conference papers hal-03716931v1
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Change Detection on JATS Academic Articles : An XML Diff Comparison Study

Milos Cuculovic , Frederic Fondement , Maxime Devanne , Jonathan Weber , Michel Hassenforder et al.
DocEng '20, Sep 2020, En ligne, United States. ⟨10.1145/3395027.3419581⟩
Conference papers hal-03714834v1
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Automated Machine Learning for Information Retrieval in Scientific Articles

Hojjat Rakhshani , Bastien Latard , Mathieu Brevilliers , Jonathan Weber , Julien Lepagnot et al.
IEEE Congress on Evolutionary Computation (CEC), Jul 2020, Glasgow, United Kingdom. ⟨10.1109/CEC48606.2020.9185893⟩
Conference papers hal-03714819v1

Triche et signalement sur Strava : analyse des stratégies discursives et des positionnements énonciatifs à l'oeuvre dans le contrôle de la performance sportive

Jade Pétrault , Julien Longhi , Carine Duteil-Mougel , Matthieu Bach , Jonathan Weber et al.
Sport, culture matérielle et culture populaire, UFR STAPS, Sep 2020, Besançon, France
Conference papers hal-02947229v1
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Adversarial Attacks on Deep Neural Networks for Time Series Classification

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller et al.
International Joint Conference on Neural Networks (IJCNN), Jul 2019, Budapest, Hungary. pp.1-8, ⟨10.1109/ijcnn.2019.8851936⟩
Conference papers hal-03800533v1
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Deep constrained clustering applied to satellite image time series

Baptiste Lafabregue , Jonathan Weber , Pierre Gançarski , Germain Forestier
ECML/PKDD Workshop on Machine Learning for Earth Observation Data (MACLEAN), Sep 2019, Würzburg, Germany
Conference papers hal-02326219v1
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Deep Neural Network Ensembles for Time Series Classification

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller et al.
International Joint Conference on Neural Networks (IJCNN) 2019, Jul 2019, Budapest, Hungary. pp.1-6, ⟨10.1109/ijcnn.2019.8852316⟩
Conference papers hal-03800519v1
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Automatic Alignment of Surgical Videos Using Kinematic Data

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , François Petitjean , Lhassane Idoumghar et al.
International Conference on Artificial Intelligence in Medicine (AIME), Jun 2019, Poznan, Poland. pp.104 - 113, ⟨10.1007/978-3-030-21642-9_14⟩
Conference papers hal-03800512v1
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Vectorial Quasi-flat Zones for Color Image Simplification

Erchan Aptoula , Jonathan Weber , Sébastien Lefèvre
International Symposium on Mathematical Morphology, ISMM 2013, 2013, Uppsala, Sweden. pp.231-242, ⟨10.1007/978-3-642-38294-9_20⟩
Conference papers hal-00905178v1

Symbol spotting for technical documents : An efficient template-Matching approach

Jonathan Weber , Salvatore Tabbone
International Conference on Pattern Recognition (ICPR), Nov 2012, Tsukuba, Japan. pp.12
Conference papers hal-00761324v1

Towards efficient satellite time series analysis: combination of Dynamic Time Warping and Quasi-Flat Zones

Jonathan Weber , François Petitjean , Pierre Gancarski
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2012, Munich, Germany. pp.4387-4390, ⟨10.1109/IGARSS.2012.6350401⟩
Conference papers hal-00761291v1

Revisiting Component Tree Based Segmentation Using Meaningful Photometric Informations

Michal Kowalczyk , Bertrand Kerautret , Benoît Naegel , Jonathan Weber
International Conference on Computer Vision and Graphics (ICCVG, Sep 2012, Varsovie, Poland. pp.475-482, ⟨10.1007/978-3-642-33564-8_57⟩
Conference papers hal-00761303v1
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Zones quasi-plates spatio-temporelles et segmentation morphologique de s equences vid eo

Jonathan Weber , Sébastien Lefèvre , Pierre Gancarski
ORASIS - Congrès des jeunes chercheurs en vision par ordinateur, INRIA Grenoble Rhône-Alpes, Jun 2011, Praz-sur-Arly, France
Conference papers inria-00595251v1
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No title

Jonathan Weber , Sébastien Lefèvre , Pierre Gancarski
IEEE International Symposium on Image and Signal Processing and Analysis, 2011, Dubrovnik, Croatia. pp.265-270
Conference papers hal-00663804v1
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Segmentation vidéo interactive par zones quasi-plates

Jonathan Weber , Sébastien Lefèvre , Pierre Gancarski
Colloque GRETSI sur le Traitement du Signal et des Images, 2011, Bordeaux, France. pp.ID156
Conference papers hal-00663815v1
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Fouille vidéo orientée objet, une approche générique

Jonathan Weber , Sébastien Lefèvre , Pierre Gancarski
Atelier Fouille de Données Complexes, Journées Francophones Extraction et Gestion des Connaissances (EGC), 2011, France. pp.9-20
Conference papers hal-00663794v1
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Spatio-temporal quasi-flat zones for morphological video segmentation

Jonathan Weber , Sébastien Lefèvre , Pierre Gancarski
International Symposium on Mathematical Morphology (ISMM), 2011, Intra, Italy. pp.178-189
Conference papers hal-00663807v1
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Video object mining: issues and perspectives

Jonathan Weber , Sébastien Lefèvre , Pierre Gancarski
Fourth IEEE International Conference on Semantic Computing (ICSC), 2010, Pittsburgh, United States
Conference papers hal-00516029v1
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COASTLINE EXTRACTION IN VHR IMAGERY USING MATHEMATICAL MORPHOLOGY WITH SPATIAL AND SPECTRAL KNOWLEDGE

Anne Puissant , Sébastien Lefèvre , Jonathan Weber
SPRS Congress Beijing 2008, Jul 2008, China. pp.1305-1310
Conference papers halshs-00467552v1
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A Multivariate Hit-or-Miss Transform for Conjoint Spatial and Spectral Template Matching

Jonathan Weber , Sébastien Lefèvre
International Conference on Image and Signal Processing, 2008, France. pp.226-235, ⟨10.1007/978-3-540-69905-7_26⟩
Conference papers hal-00516058v1
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Automatic building extraction in VHR images using advanced morphological operators

Sébastien Lefèvre , Jonathan Weber , David Sheeren
IEEE/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas (URBAN), 2007, France. pp.INSPEC #9702691, ⟨10.1109/URS.2007.371825⟩
Conference papers hal-00516082v1

Détection des bâtiments dans les images THRS avec la morphologie mathématique

Jonathan Weber , Sébastien Lefèvre , David Sheeren
Colloque International de Géomatique et d'Analyse Spatiale (SAGEO), 2006, France
Conference papers hal-00516105v1
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Du code à l'information: présentation

Julien Longhi , Jonathan Weber
La communication numérique, du code à l'information, L'Harmattan, 2017
Book sections hal-01708772v1

Morphological Template Matching in Color Images

Sébastien Lefèvre , Erchan Aptoula , Benjamin Perret , Jonathan Weber
Advances in Low-Level Color Image Processing, 11, Springer Netherlands, pp.241-277, 2014, Lecture Notes in Computational Vision and Biomechanics, 978-94-007-7583-1. ⟨10.1007/978-94-007-7584-8_8⟩
Book sections hal-01111954v1
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Segmentation morphologique interactive pour la fouille de séquences vidéo

Jonathan Weber
Traitement des images [eess.IV]. Université de Strasbourg, 2011. Français. ⟨NNT : ⟩
Theses tel-00643585v1