most citedA Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition

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eess.IV2023

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…

eess.IV2023

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…