221 citations · 1k across the 45 of their papers we have counts for
5 papers · 1 filter
Patch Tracking-based Streaming Tensor Ring Completion for Visual Data Recovery
Yicong He, George K. Atia
Tensor completion aims to recover the missing entries of a partially observed tensor by exploiting its low-rank structure, and has been applied to visual data recovery. In applicat…
Multi-modal Non-line-of-sight Passive Imaging
Andre Beckus, Alexandru Tamasan, George K. Atia
We consider the non-line-of-sight (NLOS) imaging of an object using the light reflected off a diffusive wall. The wall scatters incident light such that a lens is no longer useful…
Data Dropout in Arbitrary Basis for Deep Network Regularization
Mostafa Rahmani, George Atia
An important problem in training deep networks with high capacity is to ensure that the trained network works well when presented with new inputs outside the training dataset. Drop…
Subspace Clustering via Optimal Direction Search
Mostafa Rahmani, George Atia
This letter presents a new spectral-clustering-based approach to the subspace clustering problem. Underpinning the proposed method is a convex program for optimal direction search,…
Innovation Pursuit: A New Approach to Subspace Clustering
Mostafa Rahmani, George Atia
In subspace clustering, a group of data points belonging to a union of subspaces are assigned membership to their respective subspaces. This paper presents a new approach dubbed In…