Dataset Description

Created dataset is recorded with the help of Sign Recorder software.

Dataset properties

  • 228 words are recorded with general use and challenging factors in mind.
  • We recorded our videos in 5 differnt modalities (i.e. HD RGB, Depth, Infrared, Skeletal, User mask) from Microsoft Kinect V2.
  • Our signers consist of 6 sign language mentors, one deaf person and 5 trained signers. In total 12 people.
  • Each sign is recorded with 10 repetitions, professional signers also provided 10 repetitions wearing black clothes.
  • 228 words \(\times \sim\) 150 samples \(\approx\) 34.200 sample videos
The signs in the TSL corpus is divided into 7 categories:
  • 1.group, has no occlusion, crossing or contact with other body parts and includes 63 words.
  • 2.group, hands can occlude each other or contact can occur between the hands and includes 52 words.
  • 3.group, hands can occlude face of the signer or can touch it and includes 58 words.
  • 4.group, contains crossing hands and occlusions can occure. It includes 14 words.
  • 5.group, depth information is essential. It includes 22 words.
  • 6.group, compound words consists of words that has more than one sign in it and includes 19 words.
  • 7.group, similar signs and it is specially challening because of similar sign patterns.
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TSL dataset samples