The 2010 Horizon Report highlights gesture-based computing as an upcoming technology with a five-year horizon. The main goal of gesture-based computing is to provide an untethered human-machine interface (HMI) capable of capturing and interpreting the myriad of human motion and emotion. Current gesture-recognition systems typically employ a single
“camera” or sensor comprised of a CMOS IC (Complementary metal–oxide–semiconductor Integrated Circuit) to detect motion, such as a pointing finger or a facial gesture, such as a smile. The size (in megabytes) of readily available CMOS sensors provides a data stream sufficient for numerous commercial uses and can be found in electronic games, automobiles, and industrial applications.
While CMOS manufacturing technology has advanced sufficiently to make widespread CMOS sensor utilization economically feasible, interpreting the motion or gestures they capture requires advanced cognitive abilities to infer their meaning and anticipate future situations. Just as we have learned the meaning of a goodbye wave and to anticipate departure of the gesturer, Bayesian probabilistic modeling or Bayesian Networks (BNs) provide a wide range of techniques ideally suited to learning the states of a gesture, to infer their meaning, and to predict an outcome of the gesture. Unlike classic probabilistic methodologies, BNs provide a predictive capability based on updated information. As a motion is initiated and proceeds to completion, BN techniques are able to incorporate new information to exclude unlikely choices to arrive at the meaning of motion or gesture.
Thank you very much for providing important information. All your information is very valuable to me.
ReplyDeleteVillage Talkies a top quality professional Corporate Video Production Company in Bangalore and also best explainer video company in Bangalore & 3d, 2d animation video makers in Bangalore , Chennai, India & Maryland, Baltimore, provides Corporate & Brand films, Promotional, Marketing videos & Training videos , Product demo videos , Product video explainers, 2d, 3d Animation, Motion graphics, Whiteboard Employee videos and more for all start-ups, industries and corporate companies. From scripting to corporate, explainer & 3d, 2d animation video production , our solutions are customized to your budget, timeline and to meet the company goals and objectives.