Search Results for author: Séverine Dubuisson

Found 5 papers, 2 papers with code

MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks

3 code implementations2 Mar 2022 Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Angel Tena, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat

However, disentangling the different types and sources of uncertainty is non trivial for most datasets, especially since there is no ground truth for uncertainty.

Anomaly Detection Autonomous Driving +4

Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests

no code implementations5 Mar 2017 Arnaud Dapogny, Kévin Bailly, Séverine Dubuisson

GNF appears as an ideal regressor for face alignment, as it combines differentiability, high expressivity and fast evaluation runtime.

Face Alignment

Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection

no code implementations21 Jul 2016 Arnaud Dapogny, Kévin Bailly, Séverine Dubuisson

Furthermore, labelling expressions is a time-consuming process that is prone to subjectivity, thus the variability may not be fully covered by the training data.

Action Unit Detection Descriptive +3

Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests

no code implementations21 Jul 2016 Arnaud Dapogny, Kévin Bailly, Séverine Dubuisson

As such, our approach appears as a natural extension of Random Forests for learning spatio-temporal patterns, potentially from multiple viewpoints.

Facial Expression Recognition Facial Expression Recognition (FER) +1

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