Data processing apparatus and method
AssigneesSony Group Corporation, Sony Europe Limited
InventorLachlan Thorpe
Life of this patent
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Abstract
A data processing apparatus comprising circuitry receives a sequence of first data elements from object tracking data indicating position of objects in a sports event at a first set of time steps; receives at least one of (i) adjustment information for adjusting the first data elements and (ii) second data elements based on user input indicating position information of the objects at a second set of time steps; generates an adjusted sequence having at least one of (i) adjusted first data elements adjusted using the adjustment information and (ii) the second data elements; performs a sequence prediction process using the adjusted sequence to predict a predicted data element at a future time step, the predicted data element indicating predicted position information of the objects at the future time step.
Claims20
A data processing apparatus comprising circuitry configured to:
- receive a sequence of one or more first data elements, the one or more first data elements indicating position information of one or more objects in a sports event at a first set of respective successive time steps, the position information indicated by the one or more first data elements being obtained from object tracking data collected during the sports event;
- receive at least one of (i) adjustment information for adjusting the one or more first data elements and (ii) one or more second data elements, the one or more second data elements indicating position information of the one or more objects at a second set of respective successive time steps, the position information indicated by the one or more second data elements being determined based on user input;
- generate an adjusted sequence comprising at least one of (i) one or more adjusted first data elements adjusted using the adjustment information and (ii) the one or more second data elements;
- perform a sequence prediction process using the adjusted sequence to predict a predicted data element at a future time step, the predicted data element indicating predicted position information of the one or more objects at the future time step.
A data processing method comprising:
- receiving a sequence of one or more first data elements, the one or more first data elements indicating position information of one or more objects in a sports event at a first set of respective successive time steps, the position information indicated by the one or more first data elements being obtained from object tracking data collected during the sports event;
- receiving at least one of (i) adjustment information for adjusting the one or more first data elements and (ii) one or more second data elements, the one or more second data elements indicating position information of the one or more objects at a second set of respective successive time steps, the position information indicated by the one or more second data elements being determined based on user input;
- generating an adjusted sequence comprising at least one of (i) one or more adjusted first data elements adjusted using the adjustment information and (ii) the one or more second data elements;
- performing a sequence prediction process using the adjusted sequence to predict a predicted data element at a future time step, the predicted data element indicating predicted position information of the one or more objects at the future time step.
A data processing apparatus comprising circuitry configured to:
- receive a sequence of one or more input data elements, the one or more input data elements indicating position information of one or more objects in a sports event at respective successive time steps;
- and
- perform a sequence prediction process using the sequence of one or more input data elements to predict a predicted data element, the predicted data element indicating a probability of a predetermined outcome in the sports event.
Dependencies are inferred from the claim text.