Location: Universidad Politécnica de Madrid (UPM) > Grupo de Tratamiento de Imágenes (GTI) > Data >Multi-Modal Hand Gesture Dataset

All GTI databases > Click here

Description:

This dataset was created to validate a hand-gesture recognition system for Human-Machine Interaction (HMI). It is composed of 15 different hand-gestures (4 dynamic and 11 static) that are split into 16 different hand-poses, acquired by the Leap Motion device. Hand-gestures were performed by 25 different subjects (8 women and 17 men). Every gesture has 20 instances (repetitions) per subject, performed in different locations in the image. For each instance, both infrared images and skeleton information were collected.

Dynamic gestures:

This set contains 4 hand-gestures, each one composed of two different hand-poses:

  • A: go down
  • B: go left
  • C: go right
  • D: go up

Hand-poses:

This set contains 16 hand-poses, used for both static and dynamic hand-gestures:

  • A: L
  • B: fist moved
  • C: index
  • D: ok
  • E: C
  • F: heavy
  • G: hang
  • H: two
  • I: three
  • J: four
  • K: five
  • L: palm
  • M: down
  • N: palm moved
  • O: palm up
  • P: up

 

 

Dataset structure:

The dataset is structured into two folders as described here, each one for a different type of information:

  • infrared imagery
  • skeleton information

Download:

Citation:

t.b.d.

For questions about this dataset, please contact tmv@gti.ssr.upm.es or cda@gti.ssr.upm.es.

 

Grupo de Tratamiento de Imágenes (GTI), E.T.S.Ing. Telecomunicación
Universidad Politécnica de Madrid (UPM)
Av. Complutense nº 30, "Ciudad Universitaria". 28040 - Madrid (Spain). Tel: +34 910672383