Self-Supervised Foundation Model for Template Matching

Finding a template location in a query image is a fundamental problem in many computer vision applications, such as localization of known objects, image registration, image matching, and object tracking. Currently available methods fail when insufficient training data are available or big variations...

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Bibliographic Details

Published in:	Big Data and Cognitive Computing
Main Authors:	Anton Hristov, Dimo Dimov, Maria Nisheva-Pavlova
Format:	Article
Language:	English
Published:	MDPI AG 2025-02-01
Subjects:	self-supervised learning template matching foundation model convolutional neural network image matching
Online Access:	https://www.mdpi.com/2504-2289/9/2/38