86 citations
- Institut National des Sciences Appliquées Centre Val de LoireFR39 papers
- Université d'OrléansFR26 papers
- Centre National de la Recherche ScientifiqueFR24 papers
- Université de ToursFR12 papers
- GREMAN, Matériaux, Microélectronique, Acoustique, NanotechnologiesFR9 papers
- Czech Academy of SciencesCZ7 papers
- Czech Academy of Sciences, Institute of Computer ScienceCZ7 papers
- Institut Polytechnique de BordeauxFR5 papers
- Laboratoire Bordelais de Recherche en InformatiqueFR5 papers
- Laboratoire d'Informatique, de Modélisation et d'Optimisation des SystèmesFR5 papers
- Université de BordeauxFR5 papers
- Université Paris-SaclayFR5 papers
5 papers · 1 filter
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering
Damien Robert, Hugo Raguet, Loic Landrieu
We introduce a highly efficient method for panoptic segmentation of large 3D point clouds by redefining this task as a scalable graph clustering problem. This approach can be train…
Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets
Antoine Guillaume, Christel Vrain, Elloumi Wael
Shapelet-based algorithms are widely used for time series classification because of their ease of interpretation, but they are currently outperformed by recent state-of-the-art app…
Object Level Visual Reasoning in Videos
Fabien Baradel, Natalia Neverova, Christian Wolf +2
Human activity recognition is typically addressed by detecting key concepts like global and local motion, features related to object classes present in the scene, as well as featur…
Deep Learning with unsupervised data labeling for weeds detection on UAV images
M. Dian. Bah, Adel Hafiane, Raphael Canals
In modern agriculture, usually weeds control consists in spraying herbicides all over the agricultural field. This practice involves significant waste and cost of herbicide for far…
Pose-conditioned Spatio-Temporal Attention for Human Action Recognition
Fabien Baradel, Christian Wolf, Julien Mille
We address human action recognition from multi-modal video data involving articulated pose and RGB frames and propose a two-stream approach. The pose stream is processed with a con…