Multiview meta-metric learning for sign language recognition using triplet loss embeddings

• Published in: Pattern analysis and applications : PAA Vol. 26; no. 3; pp. 1125 - 1141
• Main Authors: Mopidevi, Suneetha, Prasad, M. V. D., Kishore, Polurie Venkata Vijay
• Format: Journal Article
• Language: English
• Published: London Springer London 01.08.2023; Springer Nature B.V
• Subjects: Computer Science; Datasets; Deep learning; Human activity recognition; Image processing; Machine learning; Pattern Recognition; Recognition; Sign language; Theoretical Advances; Video data; Multiview sign language and action recognition; Triplet loss; Deep meta-metric learning

Multiview video processing for recognition is a hard problem if the subject is in continuous motion. Especially the problem becomes even tougher when the subject in question is a human being and the actions to be recognized from the video data are a complex set of actions called sign language. Altho...