Signer-independent sign language recognition system based on SOFM/HMM

Jisuanji Xuebao/Chinese Journal of Computers

Volumn 25, Issue 1, 2002, Pages 16-21

  Fang, Gao Lin ^a   Gao, Wen ^a   Wang, Chun Li ^a   Chen, Yi Qiang ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

EM algorithm; HMM; Signer independent sign language recognition; SOFM

Indexed keywords

MAPPING; MARKOV PROCESSES; PARAMETER ESTIMATION;

EXPECTATION MAXIMIZATION; HIDDEN MARKOV MODELS; SELF ORGANIZING FEATURE MAP; SIGN LANGUAGE RECOGNITION;

PATTERN RECOGNITION;

EID: 0036040362     PISSN: 02544164     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. Image processing system for interpreting motion in American sign language
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3. Machine recognition of Auslan signs using PowerGloves: Towards large-lexicon recognition of sign language
4. Isolated sign language recognition using hidden Markov models
5. A real-time continuous gesture recognition system for sign language
6. Real-time American sign language recognition using desk and wearable computer based video
7. Recognition of sign language gestures using neural networks
8. Hand Talker: A multimodal dialog system using sign language and 3-D virtual human
9. The self-organizing maps
10. Training hidden Markov models with multiple observations - A combinatorial method
11. A tutorial on hidden Markov models and selected applications in speech recognition