Jonathan Weber

58
Documents
Identifiants chercheurs

Présentation

Publications

32
15
15
9
8
7
6
6
5
5
5
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
31
12
8
2
1
1
1
1
1
1

Publications

Deposit thumbnail

Establishing a unified evaluation framework for human motion generation: A comparative analysis of metrics

Ali Ismail-Fawaz , Maxime Devanne , Stefano Berretti , Jonathan Weber , Germain Forestier

Computer Vision and Image Understanding, 2025, 254, pp.104337. ⟨10.1016/j.cviu.2025.104337⟩

Article dans une revue hal-05142916v1
Deposit thumbnail

Look into the LITE in deep learning for time series classification

Ali Ismail-Fawaz , Maxime Devanne , Stefano Berretti , Jonathan Weber , Germain Forestier

International Journal of Data Science and Analytics, 2025, pp.1--21. ⟨10.1007/s41060-024-00708-5⟩

Article dans une revue hal-04933061v1
Deposit thumbnail

Self-supervised learning of seismological data reveals new eruptive sequences at the Mayotte submarine volcano

Joachim Rimpot , Clément Hibert , Lise Retailleau , Jean-Marie Saurel , Jean-Philippe Malet et al.

Geophysical Journal International, 2024, ⟨10.1093/gji/ggae361⟩

Article dans une revue insu-04763871v1
Deposit thumbnail

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

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⟩

Article dans une revue hal-03776281v1
Deposit thumbnail

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⟩

Article dans une revue hal-03797652v1

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⟩

Article dans une revue hal-03142733v1
Deposit thumbnail

Intelligence artificielle et analyse d’images histologiques : Opportunités et challenges

Cédric Wemmert , Jonathan Weber , Germain Forestier

Revue Française d'Histotechnologie, 2020, 32 (1), pp.213-238. ⟨10.25830/afh.rfh.2020.32.213.238⟩

Article dans une revue hal-03979724v1
Deposit thumbnail

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⟩

Article dans une revue hal-02632870v1
Deposit thumbnail

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⟩

Article dans une revue hal-03181438v1
Deposit thumbnail

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⟩

Article dans une revue 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⟩

Article dans une revue hal-00940767v1
Deposit thumbnail

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⟩

Article dans une revue 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⟩

Article dans une revue istex 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⟩

Article dans une revue hal-00515949v1
Deposit thumbnail

Enhancing Time Series Classification with Diversity-Driven Neural Network Ensembles

Javidan Abdullayev , Maxime Devanne , Cyril Meyer , Ali Ismail-Fawaz , Jonathan Weber et al.

IEEE International Joint Conference on Neural Networks (IJCNN), Jun 2025, Rome, France. pp.1-10, ⟨10.1109/IJCNN64981.2025.11228372⟩

Communication dans un congrès hal-05407023v1
Deposit thumbnail

Étude Comparative des CNNs et des Vision-Language Models pour la Classification d'Images de Graphiques

Bruno Côme , Maxime Devanne , Jonathan Weber , Germain Forestier

ORASIS 2025, ISEN Yncréa Ouest, Jun 2025, Le Croisic, France

Communication dans un congrès hal-05131250v1
Deposit thumbnail

Deep Neural Network Architectures for Advanced Hiking Map Generation

Olivier Schirm , Maxime Devanne , Jonathan Weber , Arnaud Lecus , Germain Forestier et al.

International Conference on Pattern Recognition Applications and Methods (ICPRAM), Feb 2025, Porto, Portugal. pp.531-541, ⟨10.5220/0013351700003905⟩

Communication dans un congrès hal-04909516v1
Deposit thumbnail

Finding Foundation Models for Time Series Classification with a PreText Task

Ali Ismail-Fawaz , Maxime Devanne , Stefano Berretti , Jonathan Weber , Germain Forestier

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) - International Workshop on Temporal Analytics, May 2024, Taipei, Taiwan. pp.123 - 135, ⟨10.1007/978-981-97-2650-9_10⟩

Communication dans un congrès hal-04946870v1
Deposit thumbnail

COCALITE: A Hybrid Model COmbining CAtch22 and LITE for Time Series Classification

Oumaima Badi , Maxime Devanne , Ali Ismail-Fawaz , Javidan Abdullayev , Vincent Lemaire et al.

IEEE International Conference on Big Data (BigData), Dec 2024, Washington, United States. pp.1229-1236, ⟨10.1109/BigData62323.2024.10825872⟩

Communication dans un congrès hal-04949077v1
Deposit thumbnail

A Supervised Variational Auto-encoder for Human Motion Generation Using Convolutional Neural Networks

Ali Ismail-Fawaz , Maxime Devanne , Stefano Berretti , Jonathan Weber , Germain Forestier

International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), Jul 2024, Jeju Island, South Korea. pp.166 - 181, ⟨10.1007/978-981-97-8705-0_11⟩

Communication dans un congrès hal-04946867v1
Deposit thumbnail

Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment

Ali Ismail-Fawaz , Maxime Devanne , Stefano Berretti , Jonathan Weber , Germain Forestier

ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD), Sep 2024, Vilnius, Lithuania. pp.131 - 146, ⟨10.1007/978-3-031-77066-1_8⟩

Communication dans un congrès hal-04949058v1

Self-supervised learning for the exploration of continuous seismic records at the Fani Maoré submarine volcano (Mayotte)

Clément Hibert , Joachim Rimpot , Lise Retailleau , Jean-Marie Saurel , Jean-Philippe Malet et al.

European Geosciences Union General Assembly 2024 (EGU24), 0000, à renseigner, Unknown Region. ⟨10.5194/egusphere-egu24-15278⟩

Communication dans un congrès insu-04725724v1
Deposit thumbnail

Comparison of deep learning architectures for colon cancer mutation detection

Robin Heckenauer , Jonathan Weber , Cédric Wemmert , Caroline Truntzer , Valentin Derangère et al.

IEEE International Symposium on Computer Based Medical Systems (CBMS), Jun 2023, L'Aquila, Italy. ⟨10.1109/CBMS58004.2023.00244⟩

Communication dans un congrès hal-04168891v1
Deposit thumbnail

LITE: Light Inception with boosTing tEchniques for Time Series Classification

Ali Ismail-Fawaz , Maxime Devanne , Stefano Berretti , Jonathan Weber , Germain Forestier

IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2023, Thessaloniki, France. pp.1-10, ⟨10.1109/dsaa60987.2023.10302569⟩

Communication dans un congrès hal-04535657v1
Deposit thumbnail

Apprentissage en Profondeur pour la Classification des Séries Temporelles à l'aide de Nouveaux Filtres de Convolution Créés Manuellement

Ali Ismail-Fawaz , Maxime Devanne , Jonathan Weber , Germain Forestier

ORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France

Communication dans un congrès hal-04219450v1
Deposit thumbnail

Méthodes de classification du cancer du sein pour les microscopes à réalité augmentée

Robin Heckenauer , Jonthan Weber , Cédric Wemmert , Michel Hassenforder , Pierre-Alain Muller et al.

RFIAP 2022 (Congrès Reconnaissance des Formes, Image, Apprentissage et Perception), Jul 2022, Vannes, France

Communication dans un congrès hal-03687423v1
Deposit thumbnail

A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification

Emel Ay , Maxime Devanne , Jonathan Weber , Germain Forestier

International Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, France. pp.1-8, ⟨10.1109/IJCNN55064.2022.9892915⟩

Communication dans un congrès hal-03800230v1
Deposit thumbnail

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, Nov 2022, Orlando, United States. pp.814-823, ⟨10.1109/ICDMW58026.2022.00110⟩

Communication dans un congrès hal-03936924v1
Deposit thumbnail

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

Communication dans un congrès hal-03881740v1
Deposit thumbnail

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⟩

Communication dans un congrès hal-03800248v1
Deposit thumbnail

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⟩

Communication dans un congrès hal-03800377v1
Deposit thumbnail

Ensemble classification of video-recorded crowd movements

Mounir Bendali-Braham , Jonathan Weber , Germain Forestier , Lhassane Idoumghar , Pierre-Alain Muller

International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2021, Zagreb, Croatia. pp.152-158, ⟨10.1109/ISPA52656.2021.9552129⟩

Communication dans un congrès hal-03800450v1
Deposit thumbnail

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⟩

Communication dans un congrès hal-03714819v1
Deposit thumbnail

Change Detection on JATS Academic Articles: An XML Diff Comparison Study

Milos Cuculovic , Frederic Fondement , Maxime Devanne , Jonathan Weber , Michel Hassenforder

DocEng '20, Sep 2020, En ligne, United States. pp.1-10, ⟨10.1145/3395027.3419581⟩

Communication dans un congrès hal-03714834v1

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

Communication dans un congrès hal-02947229v1
Deposit thumbnail

Knowledge-Based Categorization of Scientific Articles for Similarity Predictions

Nolwenn Bernard , Jonathan Weber , Germain Forestier , Michel Hassenforder , Bastien Latard

International Conference on Theory and Practice of Digital Libraries (TPDL), Aug 2020, Lyon, France. pp.147-160, ⟨10.1007/978-3-030-54956-5_11⟩

Communication dans un congrès hal-03716931v1
Deposit thumbnail

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

Communication dans un congrès hal-02326219v1
Deposit thumbnail

Deep Neural Network Ensembles for Time Series Classification

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller

International Joint Conference on Neural Networks (IJCNN) 2019, Jul 2019, Budapest, Hungary. pp.1-6, ⟨10.1109/ijcnn.2019.8852316⟩

Communication dans un congrès hal-03800519v1
Deposit thumbnail

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⟩

Communication dans un congrès hal-03800512v1
Deposit thumbnail

Adversarial Attacks on Deep Neural Networks for Time Series Classification

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller

International Joint Conference on Neural Networks (IJCNN), Jul 2019, Budapest, Hungary. pp.1-8, ⟨10.1109/ijcnn.2019.8851936⟩

Communication dans un congrès hal-03800533v1
Deposit thumbnail

Data augmentation using synthetic data for time series classification with deep residual networks

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller

ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD), Sep 2018, Dublin, Ireland. ⟨10.48550/arXiv.1808.02455⟩

Communication dans un congrès hal-04158172v1
Deposit thumbnail

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⟩

Communication dans un congrès hal-00905178v1

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⟩

Communication dans un congrès hal-00761303v1

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⟩

Communication dans un congrès hal-00761291v1

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

Communication dans un congrès hal-00761324v1
Deposit thumbnail

No title

Jonathan Weber , Sébastien Lefèvre , Pierre Gancarski

IEEE International Symposium on Image and Signal Processing and Analysis, 2011, Dubrovnik, Croatia. pp.265-270

Communication dans un congrès hal-00663804v1
Deposit thumbnail

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

Communication dans un congrès hal-00663794v1
Deposit thumbnail

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

Communication dans un congrès hal-00663807v1
Deposit thumbnail

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

Communication dans un congrès hal-00663815v1
Deposit thumbnail

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

Communication dans un congrès inria-00595251v1
Deposit thumbnail

Video object mining: issues and perspectives

Jonathan Weber , Sébastien Lefèvre , Pierre Gancarski

Fourth IEEE International Conference on Semantic Computing (ICSC), 2010, Pittsburgh, United States

Communication dans un congrès hal-00516029v1
Deposit thumbnail

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

Communication dans un congrès halshs-00467552v1
Deposit thumbnail

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⟩

Communication dans un congrès hal-00516058v1
Deposit thumbnail

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⟩

Communication dans un congrès 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

Communication dans un congrès hal-00516105v1
Deposit thumbnail

Du code à l'information: présentation

Julien Longhi , Jonathan Weber

La communication numérique, du code à l'information, L'Harmattan, 2017

Chapitre d'ouvrage 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⟩

Chapitre d'ouvrage hal-01111954v1
Deposit thumbnail

Segmentation morphologique interactive pour la fouille de séquences vidéo

Jonathan Weber

Traitement des images [eess.IV]. Université de Strasbourg, 2011. Français. ⟨NNT : ⟩

Thèse tel-00643585v1