147 citations · 426 across the 40 of their papers we have counts for
6 papers · 1 filter
Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution
Xin Deng, Ren Yang, Mai Xu +1
In single image super-resolution (SISR), given a low-resolution (LR) image, one wishes to find a high-resolution (HR) version of it which is both accurate and photo-realistic. Rece…
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion
Xin Deng, Pier Luigi Dragotti
In this paper, we propose a novel deep convolutional neural network to solve the general multi-modal image restoration (MIR) and multi-modal image fusion (MIF) problems. Different…
Privacy-Aware Location Sharing with Deep Reinforcement Learning
Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gunduz
Location-based services (LBSs) have become widely popular. Despite their utility, these services raise concerns for privacy since they require sharing location information with unt…
Reconstruction of FRI Signals using Deep Neural Network Approaches
Vincent C. H. Leung, Jun-Jie Huang, Pier Luigi Dragotti
Finite Rate of Innovation (FRI) theory considers sampling and reconstruction of classes of non-bandlimited continuous signals that have a small number of free parameters, such as a…
Reconstructing Classes of Non-bandlimited Signals from Time Encoded Information
Roxana Alexandru, Pier Luigi Dragotti
We investigate time encoding as an alternative method to classical sampling, and address the problem of reconstructing classes of non-bandlimited signals from time-based samples. W…
Privacy-cost trade-off in a smart meter system with a renewable energy source and a rechargeable battery
Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gunduz
We study the privacy-cost trade-off in a smart meter (SM) system with a renewable energy source (RES) and a finite-capacity rechargeable battery (RB). Privacy is measured by the mu…