SYSTEM AND METHOD FOR AUTOMATED SIGN LANGUAGE RECOGNITION

SYSTEM AND METHOD FOR AUTOMATED SIGN LANGUAGE RECOGNITION

A method for sign language recognition includes receiving, with an input device, an input based on a plurality of hand movements and postures of a user that correspond to a sequence of signs, extracting a plurality of features from the input corresponding to the plurality of hand movements and postu...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: MENNE, Tobias, ZHOU, Zhengyu, LI, Kehuang, LEE, Chin-Hui, FENG, Zhe, XU, Kui
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Beschreibung
Zusammenfassung:A method for sign language recognition includes receiving, with an input device, an input based on a plurality of hand movements and postures of a user that correspond to a sequence of signs, extracting a plurality of features from the input corresponding to the plurality of hand movements and postures, identifying, a start of the sequence of signs in the input based on a first set of features in the plurality of features and a first Hidden Markov Model (HMM) stored in the memory and identifying a first sign in the input based on a second set of features in the plurality of features and a second HMM stored in the memory. The method also includes generating an output corresponding to the first sign from the input.