Sparse coding based classification
OwnerHsiang Tsung Kung, Chit Kwan Lin +1inventors
InventorsHsiang Tsung Kung, Chit Kwan Lin, Gautham N. Chinya
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Abstract
System and techniques for sparse coding based classification are described herein. A sample of a first type of data may be obtained and encoded to create a sparse coded sample. A dataset may be searched using the sparse coded sample to locate a segment set of a second type of data. An instance of the second type of data may then be created using the segment set.
Claims24
A system for sparse coding classification, the system comprising:
- an encoder;
- and
- processing circuitry configured by instructions from the system to:
- obtain a sample of a first type of data;
- encode, using the encoder, the sample to create a sparse coded sample;
- search a dataset using the sparse coded sample to locate a segment set of a second type of data;
- and
- create an instance of the second type of data using the segment set.
A method for sparse coding classification, the method comprising:
- obtaining a sample of a first type of data;
- encoding the sample to create a sparse coded sample;
- searching a dataset using the sparse coded sample to locate a segment set of a second type of data;
- and
- creating an instance of the second type of data using the segment set.
At least one machine readable medium including instructions for sparse coding classification, the instructions, when executed by processing circuitry, cause the processing circuitry to perform operations comprising:
- obtaining a sample of a first type of data;
- encoding the sample to create a sparse coded sample;
- searching a dataset using the sparse coded sample to locate a segment set of a second type of data;
- and
- creating an instance of the second type of data using the segment set.
Dependencies are inferred from the claim text.