Optimizing the loss function for bounding box regression through scale smoothing

Deep learning technology is widely used in target detection in machine vision. However, existing regression loss functions used for training networks suffer from slow convergence and imprecise localization, hindering the realization of fast and accurate visual detection. To address this, the study p...

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Bibliographic Details
Main Authors: Ying-Jun Lei, Bo-Yu Wang, Yu-Tong Yang
Format: Article
Language:English
Published: Elsevier 2024-11-01
Series:Ain Shams Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2090447924004210
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