136 citations · 328 across the 21 of their papers we have counts for
3 papers · 1 filter
Sparsity and Robustness in Face Recognition
John Wright, Arvind Ganesh, Allen Yang +2
This report concerns the use of techniques for sparse signal representation and sparse error correction for automatic face recognition. Much of the recent interest in these techniq…
Compressive Phase Retrieval From Squared Output Measurements Via Semidefinite Programming
Henrik Ohlsson, Allen Y. Yang, Roy Dong +1
Given a linear system in a real or complex domain, linear regression aims to recover the model parameters from a set of observations. Recent studies in compressive sensing have suc…
Sparse Online Low-Rank Projection and Outlier Rejection (SOLO) for 3-D Rigid-Body Motion Registration
Chris Slaughter, Allen Y. Yang, Justin Bagwell +3
Motivated by an emerging theory of robust low-rank matrix representation, in this paper, we introduce a novel solution for online rigid-body motion registration. The goal is to dev…