The biometric lab features three high end GPU workstations. The detailed configuration of each workstation is shown as under:

• RAM : 128 GB DDR4


• PROCESSOR : Intel(R) Xeon(R) Silver 4114
  
  1. Number of Cores : 10
  2. Processor Base Frequency : 2.20GHz
  3. Max Turbo Frequency : 3.00 GHz
  4. Cache : 13.75 MB of L3 Cache
  5. TDP : 85 W


• GRAPHICAL PROCESSING UNIT : Nvidia Titan RTX GPU (24 GB)

The Abnormal Human Action dataset (AbHA) Abnormal Human Action Dataset (AbHA) includes five commonly occurring abnormal actions in day-to-day lives of the elderly people: ‘chest pain’, ‘headache’, ‘fainting’ and ‘falling backward’ and ‘falling forward’. Each action is performed by eight different individuals and repeated two times. Hence, total generated samples are 80 (8×2×5). The dataset is captured by Microsoft’s Kinect depth sensor v1. The resolution of depth videos is 640X480. 20 skeleton joints are captured in 3D coordinate system ('action_1mainWorld.txt') and depth coordinate system (‘action_1mainM.txt’) for each frame.