An instance-level data balancing method for object detection via contextual information alignment-Reference-Cited by-同舟云学术

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An instance-level data balancing method for object detection via contextual information alignment

Published:2024-09 Issue: Volume:149 Page:105155
ISSN:0262-8856
Container-title:Image and Vision Computing
language:en
Short-container-title:Image and Vision Computing

Author:

Luo Fang,Ma Jiaxing,Ho G.T.S.

Funder

Guangdong Provincial Department of Science and Technology

Publisher

Elsevier BV

Reference31 articles.

1. Review of research on imbalance problem in deep learning applied to object detection;Ren;J. Front. Comp. Sci. Technol.,2022

2. Imbalance problems in object detection: a review;Oksuz;IEEE Trans. Pattern Anal. Mach. Intell.,2021

3. Learning from imbalanced data: open challenges and future directions;Krawczyk,2016

4. Foreground-background imbalance problem in deep object detectors: a review;Chen,2020

5. Robust augmentations for small object detection of aerial images;Xiong,2021

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