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cs.CV2025
Artery-Vein Segmentation from Fundus Images using Deep Learning
Sharan SK, Subin Sahayam, Umarani Jayaraman +1
Segmenting of clinically important retinal blood vessels into arteries and veins is a prerequisite for retinal vessel analysis. Such analysis can provide potential insights and bio…
cs.CV2023
Can we learn better with hard samples?
Subin Sahayam, John Zakkam, Umarani Jayaraman
In deep learning, mini-batch training is commonly used to optimize network parameters. However, the traditional mini-batch method may not learn the under-represented samples and co…