Amandine Dubois

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 4

Top Topics

Human Activities

Density Estimation

Gesture Recognition

Depth Information

Top Venues

J. Ambient Intell. Smart Environ.

University of Lorraine, Nancy, France (PHD)

Education History

University of Lorraine, Nancy, France

PHD

Publications

Amandine Dubois, Titus Bihl, Jean-Pierre Bresciani
Identifying Fall Risk Predictors by Monitoring Daily Activities at Home Using a Depth Sensor Coupled to Machine Learning Algorithms. Sensors 21 (6) (2021)
Cristina Butucea, Amandine Dubois, Martin Kroll, Adrien Saumard
Local differential privacy: Elbow effect in optimal density estimation and adaptation over Besov ellipsoids. CoRR (2019)
Amandine Dubois, Titus Bihl, Jean-Pierre Bresciani
Automating the Timed Up and Go Test Using a Depth Camera. Sensors 18 (1) (2018)
Amandine Dubois, François Charpillet
Measuring frailty and detecting falls for elderly home care using depth camera. J. Ambient Intell. Smart Environ. 9 (4) (2017)
Amandine Dubois, Jean-Pierre Bresciani
Person identification from gait analysis with a depth camera at home. EMBC (2015)
Amandine Dubois, François Charpillet
A gait analysis method based on a depth camera for fall prevention. EMBC (2014)
Amandine Dubois, François Charpillet
Automatic Fall Detection System with a RGB-D Camera using a Hidden Markov Model. ICOST (2013)
Amandine Dubois, François Charpillet
Human activities recognition with RGB-Depth camera using HMM. EMBC (2013)
Amandine Dubois, Abdallah Dib, François Charpillet
Using HMMs for Discriminating Mobile from Static Objects in a 3D Occupancy Grid. ICTAI (2011)