Multiple hypothesis transformation matching for robust verification of object identification

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United States of America

PATENT NO 12217339
APP PUB NO 20240104893A1
SERIAL NO

18272298

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Abstract

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A method for increasing the confidence of a match between a test image and an image stored in a library database in which features are extracted from the test image and compared to features stored in the image database. If a match is determined, one or more transformations are performed on the test image to generate pose-altered images from which features are extracted and matched with pose-altered images in the database. The scores for the subsequent matchings can be aggregated to determine an overall probability of a match between the test image in an image in the library database.

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Patent Owner(s)

  • CARNEGIE MELLON UNIVERSITY

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Ahmed, Uzair Pittsburgh, US 24 44
Savvides, Marios Pittsburgh, US 69 742

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