ACCELERATED PATTERN RECOGNITION IN ACTION SPORTS
First Claim
1. A system for accelerated pattern recognition in action sports, the system comprising:
- one or more processors;
a memory including instructions that, when executed by the one or more processors, cause the one or more processors to perform operations to;
collect a plurality of data sets from a data stream received from a sensor array, each data set of the plurality of data sets corresponding to a timestamp;
compress each data set of the plurality of data sets into a magnitude value;
determine a first mean and a first standard deviation for a first set of magnitude values corresponding to a first period of time;
determine a second mean and a second standard deviation for a second set of magnitude values corresponding to a second period of time;
calculate a mean ratio for the first mean and the second mean and a standard deviation ratio for the first standard deviation and the second standard deviation; and
generate a start point for an action based on a determination that the mean ratio and the standard deviation ratio are outside a threshold.
1 Assignment
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Accused Products
Abstract
Systems and techniques for accelerated pattern matching in action sports are described herein. A plurality of data sets may be collected from a data stream received from a sensor array. Each data set of the plurality of data sets may be compressed into a magnitude value. A first mean and a first standard deviation may be determined for a first set of magnitude values corresponding to a first time period. A second mean and a second standard deviation may be determined for a second set of magnitude values corresponding to a second time period. A mean ratio may be calculated for the first mean and the second mean and a standard deviation ratio may be calculated for the first standard deviation and the second standard deviation. A start point for an action may be generated by determining that the mean ratio and the standard deviation ratio are outside a threshold.
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Citations
21 Claims
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1. A system for accelerated pattern recognition in action sports, the system comprising:
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one or more processors; a memory including instructions that, when executed by the one or more processors, cause the one or more processors to perform operations to; collect a plurality of data sets from a data stream received from a sensor array, each data set of the plurality of data sets corresponding to a timestamp; compress each data set of the plurality of data sets into a magnitude value; determine a first mean and a first standard deviation for a first set of magnitude values corresponding to a first period of time; determine a second mean and a second standard deviation for a second set of magnitude values corresponding to a second period of time; calculate a mean ratio for the first mean and the second mean and a standard deviation ratio for the first standard deviation and the second standard deviation; and generate a start point for an action based on a determination that the mean ratio and the standard deviation ratio are outside a threshold. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. At least one computer readable medium including instructions for accelerated pattern recognition in action sports that, when executed by a machine, cause the machine to perform operations to:
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collect a plurality of data sets from a data stream received from a sensor array, each data set of the plurality of data sets corresponding to a timestamp; compress each data set of the plurality of data sets into a magnitude value; determine a first mean and a first standard deviation for a first set of magnitude values corresponding to a first period of time; determine a second mean and a second standard deviation for a second set of magnitude values corresponding to a second period of time; calculate a mean ratio for the first mean and the second mean and a standard deviation ratio for the first standard deviation and the second standard deviation; and generate a start point for an action based on a determination that the mean ratio and the standard deviation ratio are outside a threshold. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. A method for accelerated pattern recognition in action sports, the method comprising:
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collecting a plurality of data sets from a data stream received from a sensor array, each data set of the plurality of data sets corresponding to a timestamp; compressing each data set of the plurality of data sets into a magnitude value; determining a first mean and a first standard deviation for a first set of magnitude values corresponding to a first period of time; determining a second mean and a second standard deviation for a second set of magnitude values corresponding to a second period of time; calculating a mean ratio for the first mean and the second mean and a standard deviation ratio for the first standard deviation and the second standard deviation; and generating a start point for an action based on a determination that the mean ratio and the standard deviation ratio are outside a threshold. - View Dependent Claims (16, 17, 18, 19, 20, 21)
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Specification