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Automatic Detection and Tracking of Coronal Mass Ejections Based on a Self-supervised Pretraining Model

Authors: Peican He, Dong Zhao, Wenqing Sun, Xuande Zhang, Mi Li, Xin Huang, Yufeng Zhong, Meryl Mooyan Chen, Tie Liu, Xinze Zhang, Long Xu

Peican He et al 2026 The Astrophysical Journal Supplement Series 284 .

Provider: AAS Journals

Caption: Figure 1.

Workflow of the proposed CME detection and tracking framework. The three main stages are: (1) self-supervised MAE pretraining; (2) CME detection using PCANet and MRF; (3) CME tracking for parameter estimation.

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