3D-ARM-Gaze: a public dataset of 3D Arm Reaching Movements with Gaze information in virtual reality
Idioma
EN
Article de revue
Este ítem está publicado en
Scientific Data. 2024-08-30, vol. 11, n° 1
Resumen en inglés
3D-ARM-Gaze is a public dataset designed to provide natural arm movements together with visual and gaze information when reaching objects in a wide reachable space from a precisely controlled, comfortably seated posture. ...Leer más >
3D-ARM-Gaze is a public dataset designed to provide natural arm movements together with visual and gaze information when reaching objects in a wide reachable space from a precisely controlled, comfortably seated posture. Participants were involved in picking and placing objects in various positions and orientations in a virtual environment, whereby a specific procedure maximized the workspace explored while ensuring a consistent seated posture by guiding participants to a predetermined neutral posture via visual feedback from the trunk and shoulders. These experimental settings enabled to capture natural arm movements with high median success rates (>98% objects reached) and minimal compensatory movements. The dataset regroups more than 2.5 million samples recorded from 20 healthy participants performing 14 000 single pick-and-place movements (700 per participant). While initially designed to explore novel prosthesis control strategies based on natural eye-hand and arm coordination, this dataset will also be useful to researchers interested in core sensorimotor control, humanoid robotics, human-robot interactions, as well as for the development and testing of associated solutions in gaze-guided computer vision.< Leer menos
Palabras clave en inglés
Arm
Fixation
Movement
Virtual Reality
Proyecto ANR
Contrôle intuitif d'une prosthèse de poignet à base de mouvement naturel et d'information visuelle - ANR-23-CE19-0031
Centros de investigación