LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images

Fiseha B. Tesema, Alejandro Guerra Manzanares, Tianxiang Cui, Qian Zhang, Moses Solomon, Sean He

Open source

DOI
10.1016/j.bspc.2026.109777
Published
2025-03-24T02:41:53Z
Container
F. B. Tesema et al., "LGPS: A lightweight GAN-based approach for polyp segmentation in colonoscopy images," Biomedical Signal Processing and Control, vol. 118, 109777, 2026
Publisher
arXiv
Open access
yes

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BibTeX

@article{allodium:10.1016/j.bspc.2026.109777,
  title = {LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images},
  author = {Fiseha B. Tesema and Alejandro Guerra Manzanares and Tianxiang Cui and Qian Zhang and Moses Solomon and Sean He},
  year = {2025},
  journal = {F. B. Tesema et al., "LGPS: A lightweight GAN-based approach for polyp segmentation in colonoscopy images," Biomedical Signal Processing and Control, vol. 118, 109777, 2026},
  doi = {10.1016/j.bspc.2026.109777},
  url = {https://doi.org/10.1016/j.bspc.2026.109777}
}

RIS

TY  - JOUR
TI  - LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images
AU  - Fiseha B. Tesema
AU  - Alejandro Guerra Manzanares
AU  - Tianxiang Cui
AU  - Qian Zhang
AU  - Moses Solomon
AU  - Sean He
PY  - 2025
JO  - F. B. Tesema et al., "LGPS: A lightweight GAN-based approach for polyp segmentation in colonoscopy images," Biomedical Signal Processing and Control, vol. 118, 109777, 2026
DO  - 10.1016/j.bspc.2026.109777
UR  - https://doi.org/10.1016/j.bspc.2026.109777
ER  - 

APA

Tesema, F. B., Manzanares, A. G., Cui, T., Zhang, Q., Solomon, M., & He, S. (2025). LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images. F. B. Tesema et al., "LGPS: A lightweight GAN-based approach for polyp segmentation in colonoscopy images," Biomedical Signal Processing and Control, vol. 118, 109777, 2026. https://doi.org/10.1016/j.bspc.2026.109777

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