Configuring individual classifiers with multiple operating points for cascaded classifier topologies under resource constraints
US8433669B2 · kind B2 · utility
3Cited by
1References
17Claims
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Key dates
| Filing date | Nov 14, 2007 |
| Grant date | Apr 30, 2013 |
| Priority date | — |
| Expiry date | Jan 2, 2031 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A computer-implemented method for configuring a classifier structure includes receiving a classifier structure for identifying a feature of input data, adding a plurality of operating points to a parent binary classifier of the classifier structure, and setting the operating points to minimize a total cost based on resources available to the classifier structure. Each operating point controls how data is classified by the parent binary classifier for distribution to the child binary classifiers.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.