Integrated spatial-contextual remote sensing classification via dual-path transformers and entropy-regularized HSIC

Tallha Akram, Faheem Ul Rehman Siddiqi, Muqaddas Gull, Amal Al‐Rasheed, Muhammad Atif Imtiaz, Ali Hamdan Alenezi, Hira Siddique, Imran Ashraf

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DOI: 10.3389/frsen.2026.1834812
Published: 2026-06-25
Container: Frontiers in Remote Sensing
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/frsen.2026.1834812,
  title = {Integrated spatial-contextual remote sensing classification via dual-path transformers and entropy-regularized HSIC},
  author = {Tallha Akram and Faheem Ul Rehman Siddiqi and Muqaddas Gull and Amal Al‐Rasheed and Muhammad Atif Imtiaz and Ali Hamdan Alenezi and Hira Siddique and Imran Ashraf},
  year = {2026},
  journal = {Frontiers in Remote Sensing},
  doi = {10.3389/frsen.2026.1834812},
  url = {https://doi.org/10.3389/frsen.2026.1834812}
}

RIS

TY  - JOUR
TI  - Integrated spatial-contextual remote sensing classification via dual-path transformers and entropy-regularized HSIC
AU  - Tallha Akram
AU  - Faheem Ul Rehman Siddiqi
AU  - Muqaddas Gull
AU  - Amal Al‐Rasheed
AU  - Muhammad Atif Imtiaz
AU  - Ali Hamdan Alenezi
AU  - Hira Siddique
AU  - Imran Ashraf
PY  - 2026
JO  - Frontiers in Remote Sensing
DO  - 10.3389/frsen.2026.1834812
UR  - https://doi.org/10.3389/frsen.2026.1834812
ER  -

APA

Akram, T., Siddiqi, F. U. R., Gull, M., Al‐Rasheed, A., Imtiaz, M. A., Alenezi, A. H., Siddique, H., & Ashraf, I. (2026). Integrated spatial-contextual remote sensing classification via dual-path transformers and entropy-regularized HSIC. Frontiers in Remote Sensing. https://doi.org/10.3389/frsen.2026.1834812

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crossref · retrieved 2026-09-26T00:52:44.684Z