Leap Signature Database (LSD)


The Leap Signature Dataset (LSD) consists of signatures from 60 unique subjects in the form of 3D signature trajectories. The trajectories are captured in 3D space without any tactile feedback using a Leap Motion device. The data for each subject consists of 12 samples of genuine signatures and 3 samples of impostor signatures. The data for each subject is captured in a single session. The Leap Signatue Dataset was captured along with the face identities of the subjects. However, to protect the identities of the subjects, we have provided the Leap Signature samples only.

The database can be downloaded from the following link.

Leap Signature Dataset (LSD) (5.34 MB) (CRC32: 5CC395A7, MD5: 26407E44EE078AF134EA114659F29204)

To obtain the password for the compressed file, email the duly filled license agreement to databases@iab-rubric.org with the subject line "Leap Signature Dataset (LSD)"
NOTE: The license agreement has to be signed by an individual with the legal authority to authorize access to the dataset on behalf of the institute, such as the head of the institution or registrar. If a license agreement is signed by an individual who is not in an appropriate position of authority, say a student, the request will not be processed further.

This database is available only for research and educational purpose and not for any commercial use. If you use the database in any publications or reports, you must refer to the following papers:

  • I. Nigam, R. Singh, and M. Vatsa. Leap Signature Recognition Using HOOF and HOT Features, In IEEE International Conference On Image Processing, 2014.
  • We also encourage you to refer to the following publication for related research:

  • A. Chahar, S. Yadav, I. Nigam, M. Vatsa, and R. Singh. A Leap Password Based Verification System, In Proceedings of IEEE International Conference on Biometrics: Theory, Applications and Systems, 2015.