20250182363. Multiple Hypothesis (CARNEGIE MELLON UNIVERSITY)

MULTIPLE HYPOTHESIS TRANSFORMATION MATCHING FOR ROBUST VERIFICATION OF OBJECT IDENTIFICATION

Abstract: disclosed herein is a system and method for increasing the confidence of a match between a test image and an image stored in a library database. one or more transformations are performed on the test image to generate pose-altered images. features are then extracted from the pose-altered image(s) and, optionally, the test image, and matched with 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.

Inventor(s): Marios Savvides, Uzair Ahmed

CPC Classification: G06T11/60 (Editing figures and text; Combining figures or text)

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