11 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.CV2023★ 2 cited
An Efficient Approximate Method for Online Convolutional Dictionary Learning
Farshad G. Veshki, Sergiy A. Vorobyov
Most existing convolutional dictionary learning (CDL) algorithms are based on batch learning, where the dictionary filters and the convolutional sparse representations are optimize…
cs.CV2022★ 1 cited
Convolutional Simultaneous Sparse Approximation with Applications to RGB-NIR Image Fusion
Farshad G. Veshki, Sergiy A. Vorobyov
Simultaneous sparse approximation (SSA) seeks to represent a set of dependent signals using sparse vectors with identical supports. The SSA model has been used in various signal an…
cs.CV2021★ 11 cited
Coupled Feature Learning for Multimodal Medical Image Fusion
Farshad G. Veshki, Nora Ouzir, Sergiy A. Vorobyov +1
Multimodal image fusion aims to combine relevant information from images acquired with different sensors. In medical imaging, fused images play an essential role in both standard a…