MonoGID: geometry and illumination aware enhancement with distillation for self-supervised monocular endoscopic depth estimation.

Wei G, Bao Q, Shi T, Li Y, Miao Y, He W, Tian Y, Jiang Z

DOI: 10.1186/s12880-026-02515-9
Published: 2026 Jun 29
Container: BMC medical imaging
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1186/s12880-026-02515-9,
  title = {MonoGID: geometry and illumination aware enhancement with distillation for self-supervised monocular endoscopic depth estimation.},
  author = {Wei G and Bao Q and Shi T and Li Y and Miao Y and He W and Tian Y and Jiang Z},
  year = {2026},
  journal = {BMC medical imaging},
  doi = {10.1186/s12880-026-02515-9},
  url = {https://doi.org/10.1186/s12880-026-02515-9}
}

RIS

TY  - JOUR
TI  - MonoGID: geometry and illumination aware enhancement with distillation for self-supervised monocular endoscopic depth estimation.
AU  - Wei G
AU  - Bao Q
AU  - Shi T
AU  - Li Y
AU  - Miao Y
AU  - He W
AU  - Tian Y
AU  - Jiang Z
PY  - 2026
JO  - BMC medical imaging
DO  - 10.1186/s12880-026-02515-9
UR  - https://doi.org/10.1186/s12880-026-02515-9
ER  -

APA

G, W., Q, B., T, S., Y, L., Y, M., W, H., Y, T., & Z, J. (2026). MonoGID: geometry and illumination aware enhancement with distillation for self-supervised monocular endoscopic depth estimation.. BMC medical imaging. https://doi.org/10.1186/s12880-026-02515-9

Source records

pubmed · retrieved 2026-09-26T03:27:51.312Z
europe-pmc · retrieved 2026-09-26T03:27:51.301Z