2 papers
cs.CV2019
Multi-Path Learnable Wavelet Neural Network for Image Classification
D. D. N. De Silva, H. W. M. K. Vithanage, K. S. D. Fernando +1
Despite the remarkable success of deep learning in pattern recognition, deep network models face the problem of training a large number of parameters. In this paper, we propose and…
cs.CV2018
Wavelet based edge feature enhancement for convolutional neural networks
D. D. N. De Silva, S. Fernando, I. T. S. Piyatilake +1
Convolutional neural networks are able to perform a hierarchical learning process starting with local features. However, a limited attention is paid to enhancing such elementary le…