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» On-Line Approximate String Matching with Bounded Errors
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CVPR
2007
IEEE
14 years 9 months ago
Approximate Nearest Subspace Search with Applications to Pattern Recognition
Linear and affine subspaces are commonly used to describe appearance of objects under different lighting, viewpoint, articulation, and identity. A natural problem arising from the...
Ronen Basri, Tal Hassner, Lihi Zelnik-Manor
CORR
2011
Springer
214views Education» more  CORR 2011»
12 years 11 months ago
K-Median Clustering, Model-Based Compressive Sensing, and Sparse Recovery for Earth Mover Distance
We initiate the study of sparse recovery problems under the Earth-Mover Distance (EMD). Specifically, we design a distribution over m × n matrices A such that for any x, given A...
Piotr Indyk, Eric Price
ESA
2008
Springer
126views Algorithms» more  ESA 2008»
13 years 9 months ago
Space-Time Tradeoffs for Proximity Searching in Doubling Spaces
Abstract. We consider approximate nearest neighbor searching in metric spaces of constant doubling dimension. More formally, we are given a set S of n points and an error bound &g...
Sunil Arya, David M. Mount, Antoine Vigneron, Jian...
PKDD
2009
Springer
147views Data Mining» more  PKDD 2009»
14 years 2 months ago
Kernel Polytope Faces Pursuit
Abstract. Polytope Faces Pursuit (PFP) is a greedy algorithm that approximates the sparse solutions recovered by 1 regularised least-squares (Lasso) [4,10] in a similar vein to (Or...
Tom Diethe, Zakria Hussain
IROS
2006
IEEE
96views Robotics» more  IROS 2006»
14 years 1 months ago
Topological Mapping Inspired by Techniques in DNA Sequence Alignment
Abstract— This paper introduces a method of building topological maps using sequences of images and the approximate string matching algorithm, which is commonly used in DNA seque...
Alan M. Zhang, Lindsay Kleeman, R. Andrew Russell