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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…