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
4182019
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
852007
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
552018
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
502015
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
402018
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, arXiv: 1808.02455, 2018
36*2018
Efficient Satellite Image Time Series Analysis Under Time Warping
F Petitjean, J Weber
IEEE, 2014
352014
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
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
222019
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
222007
Adversarial attacks on deep neural networks for time series classification
H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
arXiv, arXiv: 1903.07054, 2019
21*2019
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
202018
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
19*2019
A multivariate hit-or-miss transform for conjoint spatial and spectral template matching
J Weber, S Lefèvre
Image and Signal Processing, 226-235, 2008
172008
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
162011
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
122019
Symbol spotting for technical documents: An efficient template-Matching approach
J Weber, S Tabbone
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
122012
Fast Quasi-Flat Zones Filtering Using Area Threshold and Region Merging
J Weber, S Lefèvre
Journal of Visual Communication and Image Representation, 2013
102013
Spatio-temporal quasi-flat zones for morphological video segmentation
J Weber, S Lefèvre, P Gançarski
Mathematical Morphology and Its Applications to Image and Signal Processing …, 2011
102011
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