Systems and Methods for Activity Recognition Training
First Claim
Patent Images
1. An activity recognition system comprising:
- at least one sensor configured to track motion by a user; and
a classifier configured to recognize a first pattern of data output by the at least one sensor as corresponding to a first activity;
wherein the classifier is configured to he modified by received information.
1 Assignment
0 Petitions
Accused Products
Abstract
Systems and methods are disclosed for classifying an activity. A sensor tracks motion by a user and a classifier recognizes data output sensor as corresponding to an activity. The classifier may be trained or otherwise modified using received information, which may include data from the sensor or information from an external source, such as a remotely maintained database. The device may update a local or remote database using sensor data when in a training mode. The training mode may be implemented automatically when there is sufficient confidence in the activity identification or manually in response to a user input.
-
Citations
35 Claims
-
1. An activity recognition system comprising:
-
at least one sensor configured to track motion by a user; and a classifier configured to recognize a first pattern of data output by the at least one sensor as corresponding to a first activity; wherein the classifier is configured to he modified by received information. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19)
-
-
20. A method for recognizing a first activity comprising:
-
obtaining data from at least one sensor associated with a user; performing a classification routine to identify a first pattern of data obtained from the at least one sensor as corresponding to the first activity; and modifying the classification routine based, at least in part, on received information. - View Dependent Claims (21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35)
-
Specification