
Unfolding Projectionfree SDP Relaxation of Binary Graph Classifier via GDPA Linearization
Algorithm unfolding creates an interpretable and parsimonious neural net...
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Projectionfree Graphbased Classifier Learning using Gershgorin Disc Perfect Alignment
In semisupervised graphbased binary classifier learning, a subset of k...
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Learning Sparse Graph Laplacian with K Eigenvector Prior via Iterative GLASSO and Projection
Learning a suitable graph is an important precursor to many graph signal...
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Unrolling of Deep Graph Total Variation for Image Denoising
While deep learning (DL) architectures like convolutional neural network...
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Sampling on Graphs: From Theory to Applications
The study of sampling signals on graphs, with the goal of building an an...
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3D Point Cloud Enhancement using GraphModelled Multiview Depth Measurements
A 3D point cloud is often synthesized from depth measurements collected ...
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Fast Graph Metric Learning via Gershgorin Disc Alignment
We propose a fast general projectionfree metric learning framework, whe...
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Robust Deep Graph Based Learning for Binary Classification
Convolutional neural network (CNN)based feature learning has become sta...
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Feature Graph Learning for 3D Point Cloud Denoising
Identifying an appropriate underlying graph kernel that reflects pairwis...
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Deep Graph Laplacian Regularization
We propose to combine the robustness merit of modelbased approaches and...
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SiGAN: Siamese Generative Adversarial Network for IdentityPreserving Face Hallucination
Despite generative adversarial networks (GANs) can hallucinate photorea...
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3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model
3D point cloud  a new signal representation of volumetric objects  is ...
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GraphBased Blind Image Deblurring From a Single Photograph
Blind image deblurring, i.e., deblurring without knowledge of the blur k...
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NonLocal GraphBased Prediction For Reversible Data Hiding In Images
Reversible data hiding (RDH) is desirable in applications where both the...
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Blind Image Deblurring via Reweighted Graph Total Variation
Blind image deblurring, i.e., deblurring without knowledge of the blur k...
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MultiStream Switching for Interactive Virtual Reality Video Streaming
Virtual reality (VR) video provides an immersive 360 viewing experience ...
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Graph Fourier Transform with Negative Edges for Depth Image Coding
Recent advent in graph signal processing (GSP) has led to the developmen...
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Random Walk Graph Laplacian based Smoothness Prior for Soft Decoding of JPEG Images
Given the prevalence of JPEG compressed images, optimizing image reconst...
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Graph Laplacian Regularization for Image Denoising: Analysis in the Continuous Domain
Inverse imaging problems are inherently underdetermined, and hence it i...
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Navigation domain representation for interactive multiview imaging
Enabling users to interactively navigate through different viewpoints of...
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Gene Cheung
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