Pattern recognition systems
AssigneeDataShapes, Inc.
InventorJeffrey Brian Adams
Life of this patent
Estimating the term…
Abstract
Methods, apparatuses and systems directed to pattern identification and pattern recognition. In some particular implementations, the invention provides a flexible pattern recognition platform including pattern recognition engines that can be dynamically adjusted to implement specific pattern recognition configurations for individual pattern recognition applications. In some implementations, the present invention also provides for a partition configuration where knowledge elements can be grouped and pattern recognition operations can be individually configured and arranged to allow for multi-level pattern recognition schemes.
Claims28
A system, comprising:
- an interface configured to receive unstructured data;
- a feature extraction module configured to extract a plurality of feature sets from the unstructured data, each feature set representing a corresponding one of a plurality of portions of the unstructured data, each feature set also representing a point in a corresponding multi-dimensional space;
- a pattern recognition module configured to perform learning operations by which a knowledge base is generated based on first feature sets of the plurality of feature sets, the learning operations performed by generating a plurality of data objects from the first feature sets, each data object corresponding to one or more of the first feature sets, each data object representing a shape that includes the one or more points that the corresponding one or more first feature sets represent, the pattern recognition module also being configured to perform recognition operations in which second feature sets of the plurality of feature sets are compared to the knowledge base;
- and
- memory configured to store the knowledge base;
- wherein the interface, the feature extraction module, the pattern recognition module, and the memory are integrated in a single device.
A method, comprising:
- receiving unstructured data;
- extracting a plurality of feature sets from the unstructured data, each feature set representing a corresponding one of a plurality of portions of the unstructured data, each feature set also representing a point in a corresponding multi-dimensional space;
- performing learning operations by which a knowledge base is generated based on first feature sets of the plurality of feature sets, including generating a plurality of data objects from the first feature sets, each data object corresponding to one or more of the first feature sets, each data object representing a shape that includes the one or more points that the corresponding one or more first feature sets represent;
- performing recognition operations in which second feature sets of the plurality of feature sets are compared to the knowledge base;
- and
- storing the knowledge base;
- wherein receiving the unstructured data, extracting the feature sets, performing the learning operations, performing the recognition operations, and storing the knowledge base are all performed by a single device.
Dependencies are inferred from the claim text.