6.2CVApr 24, 2025
Enhancing CNNs robustness to occlusions with bioinspired filters for border completionCatarina P. Coutinho, Aneeqa Merhab, Janko Petkovic et al.
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, particularly in accuracy, when our modified LeNet 5 is tested with occluded MNIST images.