335 citations · 1.2k across the 81 of their papers we have counts for
6 papers · 1 filter
Gravity Spy: Integrating Advanced LIGO Detector Characterization, Machine Learning, and Citizen Science
Michael Zevin, Scott Coughlin, Sara Bahaadini +15
(abridged for arXiv) With the first direct detection of gravitational waves, the Advanced Laser Interferometer Gravitational-wave Observatory (LIGO) has initiated a new field of as…
Compressive Holographic Video
Zihao Wang, Leonidas Spinoulas, Kuan He +4
Compressed sensing has been discussed separately in spatial and temporal domains. Compressive holography has been introduced as a method that allows 3D tomographic reconstruction a…
Fast and Effective Algorithms for Symmetric Nonnegative Matrix Factorization
Reza Borhani, Jeremy Watt, Aggelos Katsaggelos
Symmetric Nonnegative Matrix Factorization (SNMF) models arise naturally as simple reformulations of many standard clustering algorithms including the popular spectral clustering m…
DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing
Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos
In this paper, we propose a novel encoder-decoder neural network model referred to as DeepBinaryMask for video compressive sensing. In video compressive sensing one frame is acquir…
Robust and Low-Rank Representation for Fast Face Identification with Occlusions
Michael Iliadis, Haohong Wang, Rafael Molina +1
In this paper we propose an iterative method to address the face identification problem with block occlusions. Our approach utilizes a robust representation based on two characteri…
Deep Fully-Connected Networks for Video Compressive Sensing
Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos
In this work we present a deep learning framework for video compressive sensing. The proposed formulation enables recovery of video frames in a few seconds at significantly improve…