arXiv Open Access 2024

Resource Constrained U-Net for Extraction of Retinal Vascular Trees

Georgiy Kiselev

Lihat Sumber

Abstrak

This paper demonstrates the efficacy of a modified U-Net structure for the extraction of vascular tree masks for human fundus photographs. On limited compute resources and training data, the proposed model only slightly underperforms when compared to state of the art methods.

Topik & Kata Kunci

eess.IV cs.CV cs.LG

Penulis (1)

Georgiy Kiselev

Format Sitasi

APA MLA BibTeX

Kiselev, G. (2024). Resource Constrained U-Net for Extraction of Retinal Vascular Trees. https://arxiv.org/abs/2407.04940

Akses Cepat

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Informasi Jurnal

Tahun Terbit: 2024
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓