2 citations · 2 across the 3 of their papers we have counts for
3 papers
CNN-based automatic segmentation of Lumen & Media boundaries in IVUS images using closed polygonal chains
Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic
We propose an automatic segmentation method for lumen and media with irregular contours in IntraVascular ultra-sound (IVUS) images. In contrast to most approaches that broadly labe…
A Structurally Regularized CNN Architecture via Adaptive Subband Decomposition
Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic
We propose a generalized convolutional neural network (CNN) architecture that first decomposes the input signal into subbands by an adaptive filter bank structure, and then uses co…
A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition
Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic
We propose a convolutional neural network (CNN) architecture for image classification based on subband decomposition of the image using wavelets. The proposed architecture decompos…