Jonathan Weber
Présentation
Publications
Publications
|
|
Enhancing Time Series Classification with Diversity-Driven Neural Network EnsemblesIEEE International Joint Conference on Neural Networks (IJCNN), Jun 2025, Rome, France. pp.1-10, ⟨10.1109/IJCNN64981.2025.11228372⟩ |
|
|
Étude Comparative des CNNs et des Vision-Language Models pour la Classification d'Images de GraphiquesORASIS 2025, ISEN Yncréa Ouest, Jun 2025, Le Croisic, France |
|
|
Deep Neural Network Architectures for Advanced Hiking Map GenerationInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), Feb 2025, Porto, Portugal. pp.531-541, ⟨10.5220/0013351700003905⟩ |
|
|
Finding Foundation Models for Time Series Classification with a PreText TaskPacific-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⟩ |
|
|
COCALITE: A Hybrid Model COmbining CAtch22 and LITE for Time Series ClassificationIEEE International Conference on Big Data (BigData), Dec 2024, Washington, United States. pp.1229-1236, ⟨10.1109/BigData62323.2024.10825872⟩ |
|
|
A Supervised Variational Auto-encoder for Human Motion Generation Using Convolutional Neural NetworksInternational 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⟩ |
|
|
Weighted Average of Human Motion Sequences for Improving Rehabilitation AssessmentECML/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⟩ |
|
|
Self-supervised learning for the exploration of continuous seismic records at the Fani Maoré submarine volcano (Mayotte)European Geosciences Union General Assembly 2024 (EGU24), 0000, à renseigner, Unknown Region. ⟨10.5194/egusphere-egu24-15278⟩ |
|
|
Comparison of deep learning architectures for colon cancer mutation detectionIEEE International Symposium on Computer Based Medical Systems (CBMS), Jun 2023, L'Aquila, Italy. ⟨10.1109/CBMS58004.2023.00244⟩ |
|
|
LITE: Light Inception with boosTing tEchniques for Time Series ClassificationIEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2023, Thessaloniki, France. pp.1-10, ⟨10.1109/dsaa60987.2023.10302569⟩ |
|
|
Apprentissage en Profondeur pour la Classification des Séries Temporelles à l'aide de Nouveaux Filtres de Convolution Créés ManuellementORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France |
|
|
Méthodes de classification du cancer du sein pour les microscopes à réalité augmentéeRFIAP 2022 (Congrès Reconnaissance des Formes, Image, Apprentissage et Perception), Jul 2022, Vannes, France |
|
|
A study of Knowledge Distillation in Fully Convolutional Network for Time Series ClassificationInternational Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, France. pp.1-8, ⟨10.1109/IJCNN55064.2022.9892915⟩ |
|
|
Incremental constrained clustering with application to remote sensing images time seriesIEEE International Conference on Data Mining Incr'Learn Workshops, Nov 2022, Orlando, United States. pp.814-823, ⟨10.1109/ICDMW58026.2022.00110⟩ |
|
|
Projectile trajectory estimation: an LSTM approachConference on Artificial Intelligence for Defense, DGA Maîtrise de l'Information, Nov 2022, Rennes, France |
|
|
Deep Clustering Methods Study Applied to Satellite Images Time SeriesIEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2022, Kuala Lumpur, Malaysia. pp.195-198, ⟨10.1109/igarss46834.2022.9884322⟩ |
|
|
Smooth Perturbations for Time Series Adversarial AttacksPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), May 2022, Chengdu, China. pp.485 - 496, ⟨10.1007/978-3-031-05933-9_38⟩ |
|
|
Ensemble classification of video-recorded crowd movementsInternational Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2021, Zagreb, Croatia. pp.152-158, ⟨10.1109/ISPA52656.2021.9552129⟩ |
|
|
Automated Machine Learning for Information Retrieval in Scientific ArticlesIEEE Congress on Evolutionary Computation (CEC), Jul 2020, Glasgow, United Kingdom. ⟨10.1109/CEC48606.2020.9185893⟩ |
|
|
Change Detection on JATS Academic Articles: An XML Diff Comparison StudyDocEng '20, Sep 2020, En ligne, United States. pp.1-10, ⟨10.1145/3395027.3419581⟩ |
Triche et signalement sur Strava : analyse des stratégies discursives et des positionnements énonciatifs à l'oeuvre dans le contrôle de la performance sportiveSport, culture matérielle et culture populaire, UFR STAPS, Sep 2020, Besançon, France |
|
|
|
Knowledge-Based Categorization of Scientific Articles for Similarity PredictionsInternational Conference on Theory and Practice of Digital Libraries (TPDL), Aug 2020, Lyon, France. pp.147-160, ⟨10.1007/978-3-030-54956-5_11⟩ |
|
|
Deep constrained clustering applied to satellite image time seriesECML/PKDD Workshop on Machine Learning for Earth Observation Data (MACLEAN), Sep 2019, Würzburg, Germany |
|
|
Deep Neural Network Ensembles for Time Series ClassificationInternational Joint Conference on Neural Networks (IJCNN) 2019, Jul 2019, Budapest, Hungary. pp.1-6, ⟨10.1109/ijcnn.2019.8852316⟩ |
|
|
Automatic Alignment of Surgical Videos Using Kinematic DataInternational Conference on Artificial Intelligence in Medicine (AIME), Jun 2019, Poznan, Poland. pp.104 - 113, ⟨10.1007/978-3-030-21642-9_14⟩ |
|
|
Adversarial Attacks on Deep Neural Networks for Time Series ClassificationInternational Joint Conference on Neural Networks (IJCNN), Jul 2019, Budapest, Hungary. pp.1-8, ⟨10.1109/ijcnn.2019.8851936⟩ |
|
|
Data augmentation using synthetic data for time series classification with deep residual networksECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD), Sep 2018, Dublin, Ireland. ⟨10.48550/arXiv.1808.02455⟩ |
|
|
Vectorial Quasi-flat Zones for Color Image SimplificationInternational Symposium on Mathematical Morphology, ISMM 2013, 2013, Uppsala, Sweden. pp.231-242, ⟨10.1007/978-3-642-38294-9_20⟩ |
Revisiting Component Tree Based Segmentation Using Meaningful Photometric InformationsInternational Conference on Computer Vision and Graphics (ICCVG, Sep 2012, Varsovie, Poland. pp.475-482, ⟨10.1007/978-3-642-33564-8_57⟩ |
|
Towards efficient satellite time series analysis: combination of Dynamic Time Warping and Quasi-Flat ZonesIEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2012, Munich, Germany. pp.4387-4390, ⟨10.1109/IGARSS.2012.6350401⟩ |
|
Symbol spotting for technical documents : An efficient template-Matching approachInternational Conference on Pattern Recognition (ICPR), Nov 2012, Tsukuba, Japan. pp.12 |
|
|
|
No titleIEEE International Symposium on Image and Signal Processing and Analysis, 2011, Dubrovnik, Croatia. pp.265-270 |
|
|
Fouille vidéo orientée objet, une approche génériqueAtelier Fouille de Données Complexes, Journées Francophones Extraction et Gestion des Connaissances (EGC), 2011, France. pp.9-20 |
|
|
Spatio-temporal quasi-flat zones for morphological video segmentationInternational Symposium on Mathematical Morphology (ISMM), 2011, Intra, Italy. pp.178-189 |
|
|
Segmentation vidéo interactive par zones quasi-platesColloque GRETSI sur le Traitement du Signal et des Images, 2011, Bordeaux, France. pp.ID156 |
|
|
Zones quasi-plates spatio-temporelles et segmentation morphologique de s equences vid eoORASIS - Congrès des jeunes chercheurs en vision par ordinateur, INRIA Grenoble Rhône-Alpes, Jun 2011, Praz-sur-Arly, France |
|
|
Video object mining: issues and perspectivesFourth IEEE International Conference on Semantic Computing (ICSC), 2010, Pittsburgh, United States |
|
|
COASTLINE EXTRACTION IN VHR IMAGERY USING MATHEMATICAL MORPHOLOGY WITH SPATIAL AND SPECTRAL KNOWLEDGESPRS Congress Beijing 2008, Jul 2008, China. pp.1305-1310 |
|
|
A Multivariate Hit-or-Miss Transform for Conjoint Spatial and Spectral Template MatchingInternational Conference on Image and Signal Processing, 2008, France. pp.226-235, ⟨10.1007/978-3-540-69905-7_26⟩ |
|
|
Automatic building extraction in VHR images using advanced morphological operatorsIEEE/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas (URBAN), 2007, France. pp.INSPEC #9702691, ⟨10.1109/URS.2007.371825⟩ |
Détection des bâtiments dans les images THRS avec la morphologie mathématiqueColloque International de Géomatique et d'Analyse Spatiale (SAGEO), 2006, France |
|
|
Du code à l'information: présentationLa communication numérique, du code à l'information, L'Harmattan, 2017 |
Morphological Template Matching in Color ImagesAdvances 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⟩ |
|
|
Segmentation morphologique interactive pour la fouille de séquences vidéoTraitement des images [eess.IV]. Université de Strasbourg, 2011. Français. ⟨NNT : ⟩ |