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EMMCVPR
2005
Springer
14 years 3 months ago
Reverse-Convex Programming for Sparse Image Codes
Abstract. Reverse-convex programming (RCP) concerns global optimization of a specific class of non-convex optimization problems. We show that a recently proposed model for sparse ...
Matthias Heiler, Christoph Schnörr
ICPR
2008
IEEE
14 years 10 months ago
Illumination invariants based on Markov random fields
We propose textural features, which are invariant to illumination spectrum and extremely robust to illumination direction. They require only a single training image per texture an...
Pavel Vacha, Michal Haindl
ICSE
2010
IEEE-ACM
14 years 2 months ago
Using dynamic execution traces and program invariants to enhance behavioral model inference
Software behavioral models have proven useful for design, validation, verification, and maintenance. However, existing approaches for deriving such models sometimes overgeneraliz...
Ivo Krka, Yuriy Brun, Daniel Popescu, Joshua Garci...
JMLR
2012
12 years 3 days ago
Minimax rates for homology inference
Often, high dimensional data lie close to a low-dimensional submanifold and it is of interest to understand the geometry of these submanifolds. The homology groups of a manifold a...
Sivaraman Balakrishnan, Alessandro Rinaldo, Don Sh...
IEAAIE
2005
Springer
14 years 3 months ago
Plan Execution in Dynamic Environments
Abstract. This paper deals with plan execution on agents/robots in highly dynamic environments. Besides a formal semantics of plan execution and a representation of plans as progra...
Gordon Fraser, Gerald Steinbauer, Franz Wotawa