IRIMAS - Page Personnelle

Professor • HDR

Department & Team

Computer Science MSD

Responsibility

Team Head: MSD

Contact:

Nous écrire

Téléphone

3.43

Personal page

https://www.jonathan-weber.eu

Areas of Expertise

Deep Learning
Time series classification
Data Science
Machine Learning
Computer Vision
Pattern Recognition
Frugal AI

Description

I am full professor in Computer Science at the Université de Haute-Alsace in France. I am mainly interested in research problems involving temporal data analysis from different sources (sensors, image, text, etc.) mainly using deep learning approaches. Check my personal webpage for a more complete description of my work and a comprehensive listing of my publications (https://www.jonathan-weber.eu).

Publications

Tree leaves extraction in natural images: Comparative study of pre-processing tools and segmentation methods (2015) Article

Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Camille Kurtz, Jonathan Weber, Laure Tougne

IEEE Transactions on Image Processing
Efficient Satellite Image Time Series Analysis Under Time Warping (2014) Article

Francois Petitjean, Jonathan Weber

IEEE Geoscience and Remote Sensing Letters
Morphological Template Matching in Color Images (2014) Book chapter

Sébastien Lefèvre, Erchan Aptoula, Benjamin Perret, Jonathan Weber

Advances in Low-Level Color Image Processing
Vectorial Quasi-flat Zones for Color Image Simplification (2013) Conference paper

Erchan Aptoula, Jonathan Weber, Sébastien Lefèvre

International Symposium on Mathematical Morphology, ISMM 2013
Fast Quasi-Flat Zones Filtering Using Area Threshold and Region Merging (2013) Article

Jonathan Weber, Sébastien Lefèvre

Journal of Visual Communication and Image Representation

Jonathan Weber

Areas of Expertise

Description

Publications