19 citations · 35 across the 6 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.CV2018★ 14 cited
Deep Learning in the Wavelet Domain
Fergal Cotter, Nick Kingsbury
This paper examines the possibility of, and the possible advantages to learning the filters of convolutional neural networks (CNNs) for image analysis in the wavelet domain. We are…
cs.CV2018
Generative ScatterNet Hybrid Deep Learning (G-SHDL) Network with Structural Priors for Semantic Image Segmentation
Amarjot Singh, Nick Kingsbury
This paper proposes a generative ScatterNet hybrid deep learning (G-SHDL) network for semantic image segmentation. The proposed generative architecture is able to train rapidly fro…