200 citations
- Centre National de la Recherche ScientifiqueFR24 papers
- École Nationale Supérieure d'Ingénieurs de CaenFR17 papers
- Université de Caen NormandieFR14 papers
- Centre de Recherche en Mathématiques de la DécisionFR8 papers
- CEA Paris-SaclayFR5 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR5 papers
- Institut de Mathématiques de BordeauxFR5 papers
- Direction des EnergiesFR4 papers
- Normandie UniversitéFR4 papers
- DSM (Netherlands)NL3 papers
- Indian Institute of Technology KanpurIN2 papers
- Institut de Mathématiques de Jussieu-Paris Rive GaucheFR2 papers
4 papers · 1 filter
Deep fusion of visual signatures for client-server facial analysis
Binod Bhattarai, Gaurav Sharma, Frederic Jurie
Facial analysis is a key technology for enabling human-machine interaction. In this context, we present a client-server framework, where a client transmits the signature of a face…
Sparse Support Recovery with Non-smooth Loss Functions
Kévin Degraux, Gabriel Peyré, Jalal M. Fadili +1
In this paper, we study the support recovery guarantees of underdetermined sparse regression using the -norm as a regularizer and a non-smooth loss function for data fideli…
Convex Histogram-Based Joint Image Segmentation with Regularized Optimal Transport Cost
Nicolas Papadakis, Julien Rabin
We investigate in this work a versatile convex framework for multiple image segmentation, relying on the regularized optimal mass transport theory. In this setting, several transpo…
Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
This paper addresses the task of zero-shot image classification. The key contribution of the proposed approach is to control the semantic embedding of images -- one of the main ing…