Real-Time American Sign Language Recognition Using Desk and Wearable Computer Based Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Reactive Keyboard
A Real-Time Continuous Gesture Recognition System for Sign Language
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
ASL Recognition Based on a Coupling Between HMMs and 3D Motion Analysis
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Using Multiple Sensors for Mobile Sign Language Recognition
ISWC '03 Proceedings of the 7th IEEE International Symposium on Wearable Computers
Georgia tech gesture toolkit: supporting experiments in gesture recognition
Proceedings of the 5th international conference on Multimodal interfaces
Large vocabulary sign language recognition based on hierarchical decision trees
Proceedings of the 5th international conference on Multimodal interfaces
A new instrumented approach for translating the american sign language into sound and text
A new instrumented approach for translating the american sign language into sound and text
Automatic Sign Language Analysis: A Survey and the Future beyond Lexical Meaning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gesture-driven American sign language phraselator
ICMI '05 Proceedings of the 7th international conference on Multimodal interfaces
Development of an American Sign Language game for deaf children
Proceedings of the 2005 conference on Interaction design and children
American sign language recognition in game development for deaf children
Proceedings of the 8th international ACM SIGACCESS conference on Computers and accessibility
Generating Data for Signer Adaptation
Gesture-Based Human-Computer Interaction and Simulation
Airwriting recognition using wearable motion sensors
Proceedings of the 1st Augmented Human International Conference
A statistical feature based decision tree approach for hand gesture recognition
Proceedings of the 7th International Conference on Frontiers of Information Technology
Exploring sensor gloves for teaching children sign language
Advances in Human-Computer Interaction
Airwriting: a wearable handwriting recognition system
Personal and Ubiquitous Computing
| Hi-index | 0.00 |
Inspired by the Defense Advanced Research Projects Agency's (DARPA) recent successes in speech recognition, we introduce a new task for sign language recognition research: a mobile one-way American Sign Language translator. We argue that such a device should be feasible in the next few years, may provide immediate practical benefits for the Deaf community, and leads to a sustainable program of research comparable to early speech recognition efforts. We ground our efforts in a particular scenario, that of a Deaf individual seeking an apartment and discuss the system requirements and our interface for this scenario. Finally, we describe initial recognition results of 94% accuracy on a 141 sign vocabulary signed in phrases of fours signs using a one-handed glove-based system and hidden Markov models (HMMs).