Spatial-aware energy learning for out-of-distribution segmentation in railway intrusion detection

Runliang Tian, Ruifeng Ding, Dongyu Fan, Peitong Wang, Zhipeng Wang

Open source

DOI: 10.1038/s41598-026-62020-5
Published: 2026-07-13
Container: Scientific Reports
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-62020-5,
  title = {Spatial-aware energy learning for out-of-distribution segmentation in railway intrusion detection},
  author = {Runliang Tian and Ruifeng Ding and Dongyu Fan and Peitong Wang and Zhipeng Wang},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-62020-5},
  url = {https://doi.org/10.1038/s41598-026-62020-5}
}

RIS

TY  - JOUR
TI  - Spatial-aware energy learning for out-of-distribution segmentation in railway intrusion detection
AU  - Runliang Tian
AU  - Ruifeng Ding
AU  - Dongyu Fan
AU  - Peitong Wang
AU  - Zhipeng Wang
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-62020-5
UR  - https://doi.org/10.1038/s41598-026-62020-5
ER  -

APA

Tian, R., Ding, R., Fan, D., Wang, P., & Wang, Z. (2026). Spatial-aware energy learning for out-of-distribution segmentation in railway intrusion detection. Scientific Reports. https://doi.org/10.1038/s41598-026-62020-5

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crossref · retrieved 2026-09-25T11:33:19.836Z