Title :
A wearable computer based American sign language recognizer
Author :
Starner, Thad ; Weaver, Joshua ; Pentland, Alex
Author_Institution :
Media Lab., MIT, Cambridge, MA, USA
Abstract :
Modern wearable computer designs package work-station level performance in systems small enough to be worn as clothing. These machines enable technology to be brought where it is needed the most for the handicapped: everyday mobile environments. This paper describes a research effort to make a wearable computer that can recognize (with the possible goal of translating) sentence level American Sign Language (ASL) using only a baseball cap mounted camera for input. Current accuracy exceeds 97% per word on a 40 word lexicon.
Keywords :
handicapped aids; interactive systems; portable computers; user interfaces; baseball cap mounted camera; handicapped aids; mobile environments; wearable computer based American sign language recognizer; Cameras; Fingers; Handicapped aids; Hidden Markov models; Humans; Laboratories; Natural languages; Shape; Target tracking; Wearable computers;
Conference_Titel :
Wearable Computers, 1997. Digest of Papers., First International Symposium on
Conference_Location :
Cambridge, MA, USA
Print_ISBN :
0-8186-8192-6
DOI :
10.1109/ISWC.1997.629929