2 papers
cs.CV2023
Kernel function impact on convolutional neural networks
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera +1
This paper investigates the usage of kernel functions at the different layers in a convolutional neural network. We carry out extensive studies of their impact on convolutional, po…
cs.CV2020
Kernelized dense layers for facial expression recognition
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera +1
Fully connected layer is an essential component of Convolutional Neural Networks (CNNs), which demonstrates its efficiency in computer vision tasks. The CNN process usually starts…