Jonathan Weber
Title
Cited by
Cited by
Year
Deep learning for time series classification: a review
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
Data Mining and Knowledge Discovery 33 (4), 917-963, 2019
8312019
InceptionTime: Finding AlexNet for Time Series Classification
HI Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ...
arXiv preprint arXiv:1909.04939, 2019
1022019
Transfer learning for time series classification
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
2018 IEEE International Conference on Big Data (Big Data), 1367-1376, 2018
952018
Automatic building extraction in VHR images using advanced morphological operators
S Lefèvre, J Weber, D Sheeren
Urban Remote Sensing Joint Event, 2007, 1-5, 2007
942007
Data augmentation using synthetic data for time series classification with deep residual networks
H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
ArXiv e-prints, arXiv: 1808.02455, 2018
69*2018
Adversarial attacks on deep neural networks for time series classification
H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
arXiv e-prints, arXiv: 1903.07054, 2019
67*2019
Deep neural network ensembles for time series classification
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
2019 International Joint Conference on Neural Networks (IJCNN), 1-6, 2019
63*2019
Tree Leaves Extraction in Natural Images: Comparative Study of Preprocessing Tools and Segmentation Methods
M Grand-Brochier, A Vacavant, G Cerutti, C Kurtz, J Weber, L Tougne
IEEE Transactions on Image Processing 24 (5), 1549-1560, 2015
582015
Evaluating surgical skills from kinematic data using convolutional neural networks
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
International Conference on Medical Image Computing and Computer-Assisted …, 2018
522018
Efficient Satellite Image Time Series Analysis Under Time Warping
F Petitjean, J Weber
IEEE, 2014
392014
Surgical motion analysis using discriminative interpretable patterns
G Forestier, F Petitjean, P Senin, F Despinoy, A Huaulmé, HI Fawaz, ...
Artificial intelligence in medicine 91, 3-11, 2018
282018
Coastline extraction in VHR imagery using mathematical morphology with spatial and spectral knowledge
A Puissant, S Lefèvre, J Weber
282008
Spatial & Spectral Morphological Template Matching
J Weber, S Lefèvre
Image and Vision Computing 30 (12), 934-945, 2012
272012
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
International journal of computer assisted radiology and surgery 14 (9 …, 2019
242019
A multivariate hit-or-miss transform for conjoint spatial and spectral template matching
J Weber, S Lefèvre
Image and Signal Processing, 226-235, 2008
192008
La morphologie mathématique binaire pour l’extraction automatique des bâtiments dans les images THRS
D Sheeren, S Lefèvre, J Weber
Revue internationale de Géomatique 17 (3–4), 2007
192007
Interactive video segmentation based on quasi-flat zones
J Weber, S Lefevre, P Gançarski
Image and Signal Processing and Analysis (ISPA), 2011 7th International …, 2011
172011
Fast Quasi-Flat Zones Filtering Using Area Threshold and Region Merging
J Weber, S Lefèvre
Journal of Visual Communication and Image Representation, 2013
112013
Symbol spotting for technical documents: An efficient template-Matching approach
J Weber, S Tabbone
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
112012
Vectorial quasi-flat zones for color image simplification
E Aptoula, J Weber, S Lefèvre
International Symposium on Mathematical Morphology and Its Applications to …, 2013
92013
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