BBRefinement: A Universal Scheme to Improve the Precision of Box Object Detectors

We present a conceptually simple yet powerful and general scheme for refining the predictions of bounding boxes produced by an arbitrary object detector. Our approach was trained separately on single objects extracted from ground truth labels. For inference, it can be coupled with an arbitrary objec...

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Bibliographic Details
Main Authors: Petr Hurtik, Marek Vajgl, David Hynar
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/7/3402