39 citations · 52 across the 10 of their papers we have counts for
4 papers · 1 filter
Deep multi-prototype capsule networks
Saeid Abbassi, Kamaledin Ghiasi-Shirazi, Ahad Harati
Capsule networks are a type of neural network that identify image parts and form the instantiation parameters of a whole hierarchically. The goal behind the network is to perform a…
PowerLinear Activation Functions with application to the first layer of CNNs
Kamyar Nasiri, Kamaledin Ghiasi-Shirazi
Convolutional neural networks (CNNs) have become the state-of-the-art tool for dealing with unsolved problems in computer vision and image processing. Since the convolution operato…
Learning 2D Gabor Filters by Infinite Kernel Learning Regression
Kamaledin Ghiasi-Shirazi
Gabor functions have wide-spread applications in image processing and computer vision. In this paper, we prove that 2D Gabor functions are translation-invariant positive-definite k…
Generalizing the Convolution Operator in Convolutional Neural Networks
Kamaledin Ghiasi-Shirazi
Convolutional neural networks have become a main tool for solving many machine vision and machine learning problems. A major element of these networks is the convolution operator w…