8 citations · 10 across the 3 of their papers we have counts for
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cs.CV2025★ 1 cited
CAPE: Connectivity-Aware Path Enforcement Loss for Curvilinear Structure Delineation
Elyar Esmaeilzadeh, Ehsan Garaaghaji, Farzad Hallaji Azad +1
Promoting the connectivity of curvilinear structures, such as neuronal processes in biomedical scans and blood vessels in CT images, remains a key challenge in semantic segmentatio…
cs.CV2020★ 1 cited
Promoting Connectivity of Network-Like Structures by Enforcing Region Separation
Doruk Oner, Mateusz Koziński, Leonardo Citraro +3
We propose a novel, connectivity-oriented loss function for training deep convolutional networks to reconstruct network-like structures, like roads and irrigation canals, from aeri…