5 papers
Assessment of gait normality using a depth camera and mirrors
Trong Nguyen Nguyen, Huu Hung Huynh, Jean Meunier
This paper presents an initial work on assessment of gait normality in which the human body motion is represented by a sequence of enhanced depth maps. The input data is provided b…
Skeleton-based Gait Index Estimation with LSTMs
Trong Nguyen Nguyen, Huu Hung Huynh, Jean Meunier
In this paper, we propose a method that estimates a gait index for a sequence of skeletons. Our system is a stack of an encoder and a decoder that are formed by Long Short-Term Mem…
Estimating skeleton-based gait abnormality index by sparse deep auto-encoder
Trong Nguyen Nguyen, Huu Hung Huynh, Jean Meunier
This paper proposes an approach estimating a gait abnormality index based on skeletal information provided by a depth camera. Differently from related works where the extraction of…
Matching-based Depth Camera and Mirrors for 3D Reconstruction
Trong Nguyen Nguyen, Huu Hung Huynh, Jean Meunier
Reconstructing 3D object models is playing an important role in many applications in the field of computer vision. Instead of employing a collection of cameras and/or sensors as in…
Human Gait Symmetry Assessment using a Depth Camera and Mirrors
Trong-Nguyen Nguyen, Huu-Hung Huynh, Jean Meunier
This paper proposes a reliable approach for human gait symmetry assessment using a depth camera and two mirrors. The input of our system is a sequence of 3D point clouds which are…