Synergizing SAM2 and U-Mamba as Mutual Teachers in a Dual-Branch Dynamic Knowledge Transfer Network for Orbital Segmentation

Langtao Zhou, Tianyu Fu, Jieliang Shi, Long Shao, Te Zheng, Danni Ai, Jingfan Fan, Deqiang Xiao, Hong Song, Wencan Wu, Jian Yang

Open source

DOI
10.1109/tip.2026.3748084
Published
2026
Container
IEEE Transactions on Image Processing
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/tip.2026.3748084,
  title = {Synergizing SAM2 and U-Mamba as Mutual Teachers in a Dual-Branch Dynamic Knowledge Transfer Network for Orbital Segmentation},
  author = {Langtao Zhou and Tianyu Fu and Jieliang Shi and Long Shao and Te Zheng and Danni Ai and Jingfan Fan and Deqiang Xiao and Hong Song and Wencan Wu and Jian Yang},
  year = {2026},
  journal = {IEEE Transactions on Image Processing},
  doi = {10.1109/tip.2026.3748084},
  url = {https://doi.org/10.1109/tip.2026.3748084}
}

RIS

TY  - JOUR
TI  - Synergizing SAM2 and U-Mamba as Mutual Teachers in a Dual-Branch Dynamic Knowledge Transfer Network for Orbital Segmentation
AU  - Langtao Zhou
AU  - Tianyu Fu
AU  - Jieliang Shi
AU  - Long Shao
AU  - Te Zheng
AU  - Danni Ai
AU  - Jingfan Fan
AU  - Deqiang Xiao
AU  - Hong Song
AU  - Wencan Wu
AU  - Jian Yang
PY  - 2026
JO  - IEEE Transactions on Image Processing
DO  - 10.1109/tip.2026.3748084
UR  - https://doi.org/10.1109/tip.2026.3748084
ER  - 

APA

Zhou, L., Fu, T., Shi, J., Shao, L., Zheng, T., Ai, D., Fan, J., Xiao, D., Song, H., Wu, W., & Yang, J. (2026). Synergizing SAM2 and U-Mamba as Mutual Teachers in a Dual-Branch Dynamic Knowledge Transfer Network for Orbital Segmentation. IEEE Transactions on Image Processing. https://doi.org/10.1109/tip.2026.3748084

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