Ergonomic man-machine interface incorporating adaptive pattern recognition based control system

Abstract

An adaptive interface for a programmable system, for predicting a desired user function, based on user history, as well as machine internal status and context. The apparatus receives an input from the user and other data. A predicted input is presented for confirmation by the user, and the predictive mechanism is updated based on this feedback. Also provided is a pattern recognition system for a multimedia device, wherein a user input is matched to a video stream on a conceptual basis, allowing inexact programming of a multimedia device. The system analyzes a data stream for correspondence with a data pattern for processing and storage. The data stream is subjected to adaptive pattern recognition to extract features of interest to provide a highly compressed representation which may be efficiently processed to determine correspondence. Applications of the interface and system include a VCR, medical device, vehicle control system, audio device, environmental control system, securities trading terminal, and smart house. The system optionally includes an actuator for effecting the environment of operation, allowing closed-loop feedback operation and automated learning.

Description

[0001]The presentThis application is a reissue of U.S. Pat. No. 7,136,710, which granted from U.S. patent application Ser. No. 08 / 469,589, which was a continuation-in-part of U.S. patent application Ser. No. 07 / 812,805, filed Dec. 23, 1991, now U.S. Pat. No. 5,903,454.[0002]A portion of the disclosure of this patent document and appendices contain material which is subject to copyright protection. The copyright owner has no objection to the facsimile reproduction by anyone of this patent document or the patent disclosure, as it appears in the U.S. Patent and Trademark Office patent file or records, but otherwise reserves all copyright rights whatsoever.FIELD OF THE INVENTION[0003]The present invention relates to the field of programmable man-machine interfaces, for general or special purpose computing or sequencing devices. The present interface system is ergonomically adapted to provide an optimized environment for human interaction with the device. The present system preferably em...

AI Technical Summary

Benefits of technology

The present invention is about an interface system that can adapt to different users and data inputs using advanced signal processing and neural networks. This interface system can use the same hardware as the functional system, making it more efficient and portable. The invention also provides a method for processing color map data with a scaling function to maximize the correspondence between different domains and ranges. The interface system can select the most closely corresponding stored template based on the scaling functions and identifiers representing the image information. The technical effects of this patent include increased efficiency and portability of the interface system and improved correspondence between different domains and ranges.

Problems solved by technology

One factor limiting productivity of computer operators is the time necessary to communicate a desired action through an interface to a computerized device.

Another important aspect of man-machine interaction is that there is a learning curve, which dictates that devices which are especially easy to master become frustratingly elemental after continued use, while devices which have complex functionality with many options are difficult to master and may be initially rejected, or the user stops exploring.

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