101 citations · 615 across the 44 of their papers we have counts for
4 papers · 1 filter
Online Algorithms for Factorization-Based Structure from Motion
Ryan Kennedy, Laura Balzano, Stephen J. Wright +1
We present a family of online algorithms for real-time factorization-based structure from motion, leveraging a relationship between incremental singular value decomposition and rec…
On GROUSE and Incremental SVD
Laura Balzano, Stephen J. Wright
GROUSE (Grassmannian Rank-One Update Subspace Estimation) is an incremental algorithm for identifying a subspace of Rn from a sequence of vectors in this subspace, where only a sub…
Iterative Grassmannian Optimization for Robust Image Alignment
Jun He, Dejiao Zhang, Laura Balzano +1
Robust high-dimensional data processing has witnessed an exciting development in recent years, as theoretical results have shown that it is possible using convex programming to opt…
Local Convergence of an Algorithm for Subspace Identification from Partial Data
Laura Balzano, Stephen J. Wright
GROUSE (Grassmannian Rank-One Update Subspace Estimation) is an iterative algorithm for identifying a linear subspace of R^n from data consisting of partial observations of random…