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Understanding Human Motion from Depth Sensors: Activity Recognition and Age Group Recognition Using Skeleton Data

open access: yesSensors
Human Activity Recognition (HAR) plays a significant role in various applications, from learning a discipline to physical rehabilitation. In older adults, activity patterns can indicate levels of frailty, which helps inform the design of physical ...
Rinu Elizabeth Paul   +5 more
doaj   +1 more source

Depth Video-Based Secondary Action Recognition in Vehicles via Convolutional Neural Network and Bidirectional Long Short-Term Memory with Spatial Enhanced Attention Mechanism

open access: yesSensors
Secondary actions in vehicles are activities that drivers engage in while driving that are not directly related to the primary task of operating the vehicle.
Weirong Shao   +2 more
doaj   +1 more source

Assessment of Fall Characteristics From Depth Sensor Videos. [PDF]

open access: yesJ Gerontol Nurs, 2017
O'Connor JJ   +4 more
europepmc   +1 more source

3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor. [PDF]

open access: yesSensors (Basel), 2018
Malik J   +5 more
europepmc   +1 more source

Three-dimensional depth sensor imaging to identify adolescent idiopathic scoliosis: a prospective multicenter cohort study. [PDF]

open access: yesSci Rep, 2019
Kokabu T   +10 more
europepmc   +1 more source

Headgear Accessories Classification Using an Overhead Depth Sensor. [PDF]

open access: yesSensors (Basel), 2017
Luna CA   +6 more
europepmc   +1 more source

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