System and method for effectively utilizing universal...

Image analysis – Pattern recognition – Feature extraction

Reexamination Certificate

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Reexamination Certificate

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10317559

ABSTRACT:
A system and method are disclosed for effectively utilizing universal feature detectors to generate closely-correlated universal feature information for use in various content-retrieval procedures. In certain embodiments, the universal feature detectors may generate a multi-scale gaussian pyramid based upon selected original image data by iteratively performing a series of summing transforms. The universal feature detectors may also calculate multi-scale histograms corresponding to the multi-scale gaussian pyramid, and may then perform Radon transforms upon the multi-scale histograms to produce and store corresponding Radon transform lines. The universal feature detectors may also generate a multi-scale laplacian pyramid from the multi-scale gaussian pyramid by iteratively performing a series of difference transforms. The resultant universal feature information may then advantageously provide various types of required feature information with optimal binding characteristics.

REFERENCES:
patent: 5953452 (1999-09-01), Boone et al.
patent: 6005978 (1999-12-01), Garakani
patent: 6636647 (2003-10-01), Ohki et al.
patent: 6674915 (2004-01-01), Wang

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