Entity tracking
AssigneeCelect, Inc.
InventorsSai Kiran Burle, Joshua Lee, Devavrat Shah, Vishal Doshi, Ying-zong Huang, Quan Li
Life of this patent
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Abstract
Systems and methods for tracking at least one entity. Systems according to various embodiments may include an interface for at least receiving training data representing movements of a plurality of training entities and a query regarding a test entity's movement, a memory, and at least one processor executing instructions stored on the memory to create a plurality of tracks, generate an index of the plurality of tracks, execute the received query, and output a feature value with respect to the test entity.
Claims20
A system for tracking at least one entity, the system comprising:
- an interface for at least receiving:
- training data representing movements of a plurality of training entities, and
- a query regarding a test entity's movement;
- a memory;
- and
- at least one processor executing instructions stored on the memory to:
- create a plurality of tracks based on the received training data, wherein each track represents the movement of a training entity and is associated with at least one attribute,
- generate an index of the plurality of tracks,
- execute the received query regarding the test entity's movement on the generated index, and
- output a feature value with respect to the test entity based on the generated index.
A method for tracking at least one entity, the method comprising:
- receiving training data representing movements of a plurality of training entities using an interface;
- creating, using at least one processor executing instructions stored on a memory, a plurality of tracks based on the received training data, wherein each track represents the movement of a training entity and is associated with at least one attribute;
- generating, using the at least one processor, an index of the plurality of tracks;
- receiving a query regarding a test entity's movement using the interface;
- executing, using the at least one processor, the received query regarding the test entity's movement on the generated index;
- and
- outputting, using the at least one processor, a feature value with respect to the test entity based on the generated index.
A system for tracking at least one entity, the system comprising:
- an interface for at least receiving:
- training data representing movements of a plurality of training entities, and
- a query regarding a test entity's movement;
- a memory;
- and
- at least one processor executing instructions stored on the memory to:
- create a plurality of tracks based on the received training data, wherein each track represents the movement of a training entity and is associated with at least one attribute,
- generate an index of the plurality of tracks,
- execute the received query regarding the test entity's movement on the generated index, and
- output at least one of:
- an anomaly score representing whether the test entity's movement is anomalous with respect to the at least one attribute, and
- a prediction of the test entity's movement.
Dependencies are inferred from the claim text.