Method for resource allocation among classifiers in...

Details Method for resource allocation among classifiers in... Method for resource allocation among classifiers in...

2008-07-15

2008-07-15

Hirl, Joseph P. (Department: 2129)

Data processing: artificial intelligence

Knowledge processing system

Knowledge representation and reasoning technique

C706S014000

Reexamination Certificate

active

11451972

ABSTRACT:
Methods and apparatus for optimizing resource allocation among data analysis functions in a classification system are provided. Each of the data analysis functions is characterized as a set of operating points in accordance with at least one of resource requirements and analysis quality. An operating point for each of the data analysis functions is selected in accordance with one or more constraints. The analysis functions are applied at selected operating points to optimize resource allocation among the data analysis functions in the classification system.

REFERENCES:
patent: 2006/0112038 (2006-05-01), Lou
M.R. Naphade et al., “Modeling Semantic Concepts to Support Query by Keywords in Video,” IEEE Proc. Intl. Conf. Image Processing (ICIP), Sep. 2002, pp. 145-148.
J.R. Smith et al., “Multimedia Semantic Indexing Using Model Vectors,” IEEE Intl. Conf. on Multimedia and Expo (ICME), 2003, pp. 445-448.
J.R. Smith et al., “Validity Welghted Model Vector-Based Retrieval of Video,” SPIE EL 2004—Storage and Retrieval for Media Databases, Jan. 2004, 9 pages.

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