5 citations · 5 across the 1 of their papers we have counts for
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★ 5 cited
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…