Friday, April 20, 2018
Search
  
Submit your own News for
inclusion in our Site.
Click here...
Breaking News
2nd Generation AMD Ryzen Desktop Processors Arrive to Offer Great Value
Lenovo Unveils New moto g6 and moto e5 Smartphones
SpaceX Successfully Launches NASA's TESS Spacecraft
LG SmartThinQ Home Appliances Get Amazon Alexa Connectivity
Huawei Announces New Honor 10 Flagship Smartphone
Garmin Announces Connect IQ 3.0 with New apps from Trailforks, Yelp, iHeartRadio
Intel Open Sources the nGraph Compiler for Deep Learning Systems
Facebook Seeking to Hire Chip Designers
Active Discussions
Which of these DVD media are the best, most durable?
How to back up a PS2 DL game
Copy a protected DVD?
roxio issues with xp pro
Help make DVDInfoPro better with dvdinfomantis!!!
menu making
Optiarc AD-7260S review
cdrw trouble
 Home > News > General Computing > Researc...
Last 7 Days News : SU MO TU WE TH FR SA All News

Thursday, July 18, 2013
Researchers Use Kinect As Digital Assistance To Sign-Language Users


Researchers from Microsoft have collaborated with colleagues from the Institute of Computing Technology at the Chinese Academy of Sciences (CAS) to explore how Kinect?s body-tracking abilities can be applied to the problem of sign-language recognition.

Sign language is the primary language for many deaf and hard-of-hearing people. But it currently is not possible for these people to interact with computers using their native language.

Because of this, researchers in recent years have spent lots of time studying the challenges of sign-language recognition, because not everyone understands sign language, and human sign-language interpreters are not always available.

Then along came a device called the Kinect. Results have been encouraging in enabling people whose primary language is sign language to interact more naturally with their computers, in much the same way that speech recognition does.

"From our point of view," says CAS Professor Xilin Chen, "the most significant contribution is that the project demonstrates the possibility of sign-language recognition with readily available, low-cost 3-D and 2-D sensors."

Kinect, with its ability to provide depth information and color data simultaneously, makes it easier to track hand and body actions more accurately - and quickly.

In this project, the hand tracking leads to a process of 3-D motion-trajectory alignment and matching for individual words in sign language. The words are generated via hand tracking by the Kinect for Windows software and then normalized, and matching scores are computed to identify the most relevant candidates when a signed word is analyzed.

The algorithm for this 3-D trajectory matching, in turn, has enabled the construction of a system for sign-language recognition and translation, consisting of two modes. The first, Translation Mode, translates sign language into text or speech. The technology currently supports American sign language but has potential for all varieties of sign language.

The second, Communications Mode, enables communications between a hearing person and a deaf or hard-of-hearing person by use of an avatar. Guided by text input from a keyboard, the avatar can display the corresponding sign-language sentence. The deaf or hard-of-hearing person responds using sign language, and the system converts that answer into text.

"One unique contribution of this project is that it is a joint effort between software researchers and the deaf and hard of hearing," Zhou says. "A group of teachers and students from Beijing Union University joined this project, and this enabled our algorithms to be conducted on real-world data."

And while the research is valuable in the realm of visual information processing, it also is intended to provide practical assistance to people who communicate primarily in sign language.

"We believe that IT should be used to improve daily life for all persons," says Guobin Wu, a research program manager from Microsoft Research Asia. "While it is still a research project, we ultimately hope this work can provide a daily interaction tool to bridge the gap between the hearing and the deaf and hard of hearing in the near future."


Previous
Next
Google 2Q Results Hit By Low Ad Rates        All News        Dell Shareholders Voting On Buyout Postponed
Google 2Q Results Hit By Low Ad Rates     General Computing News      Dell Shareholders Voting On Buyout Postponed

Get RSS feed Easy Print E-Mail this Message

Related News
Microsoft Unveils Reorganization Plan
Microsoft Previews Windows Server 2019
Microsoft Sees Cloud services As The Future of Games
Microsoft Uses AI to Match Human Performance in Translating News from Chinese to English
Microsoft Offers New Cloud Tools to Health-Care Companies
Xiaomi and Microsoft Expand Their Collaboration in cloud, Devices and AI Areas
Windows Defender ATP Coming to Windows 7 and Windows 8.1
Microsoft Reports Quarterly Revenue and Profit on Cloud and Office Consumer Products
Windows Diagnostic Data Viewer Will Show You What Data Microsoft Gets From Your PC
Microsoft Takes On Chromebooks With Education Windows 10 Devices starting at $189
Some Microsoft Meltdown Patches Freeze AMD PCs
Microsoft Plans Expansion of Redmond Campus

Most Popular News
 
Home | News | All News | Reviews | Articles | Guides | Download | Expert Area | Forum | Site Info
Site best viewed at 1024x768+ - CDRINFO.COM 1998-2018 - All rights reserved -
Privacy policy - Contact Us .