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Multi-view Disparity Estimation Using a Novel Gradient Consistency Model
James L. Gray, Aous T. Naman, David S. Taubman
Variational approaches to disparity estimation typically use a linearised brightness constancy constraint, which only applies in smooth regions and over small distances. Accordingl…
Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression
Xinyue Li, Aous Naman, David Taubman
This paper provides a comprehensive study on features and performance of different ways to incorporate neural networks into lifting-based wavelet-like transforms, within the contex…
Welsch Based Multiview Disparity Estimation
James L. Gray, Aous T. Naman, David S. Taubman
In this work, we explore disparity estimation from a high number of views. We experimentally identify occlusions as a key challenge for disparity estimation for applications with h…