1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CV2026
Bioinspired CNNs for border completion in occluded images
Catarina P. Coutinho, Aneeqa Merhab, Janko Petkovic +2
We exploit the mathematical modeling of the border completion problem in the visual cortex to design convolutional neural network (CNN) filters that enhance robustness to image occ…
cs.CV2025
Enhancing CNNs robustness to occlusions with bioinspired filters for border completion
Catarina P. Coutinho, Aneeqa Merhab, Janko Petkovic +2
We exploit the mathematical modeling of the visual cortex mechanism for border completion to define custom filters for CNNs. We see a consistent improvement in performance, particu…
cs.CV2022★ 1 cited
A precortical module for robust CNNs to light variations
R. Fioresi, J. Petkovic
We present a simple mathematical model for the mammalian low visual pathway, taking into account its key elements: retina, lateral geniculate nucleus (LGN), primary visual cortex (…