HandTalker II: a Chinese sign language recognition and synthesis system

Abstract

This paper presents a Chinese sign language/spoken language dialog system based on the technique of large vocabulary continuous Chinese sign language recognition (SLR) and Chinese sign language synthesis (SLS), which is new development for HandTalker. In the SLR module, a fuzzy decision tree with heterogeneous classifiers is presented for large vocabulary signer-independent SLR, and then large vocabulary continuous SLR based on transition movement models is proposed. In SLS module, three key techniques: realistic 3D facial animation and gesture retargeting technique and synchronization modal on gesture and lip motion are employed to improve sign language synthesis vividness.