Lale Akarun

Unsupervised Key Hand Shape Discovery of Sign Language Videos with Correspondence Sparse Autoencoders

Recognition of sign language is a difficult task which often requires tedious annotations by sign language experts. End-to-end learning attempts that bypass frame level annotations have achieved some success in limited datasets, but it has been shown that high quality annotations improve performance…