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» Constraints as a design pattern
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SLSFS
2005
Springer
15 years 6 months ago
Incorporating Constraints and Prior Knowledge into Factorization Algorithms - An Application to 3D Recovery
Abstract. Matrix factorization is a fundamental building block in many computer vision and machine learning algorithms. In this work we focus on the problem of ”structure from mo...
Amit Gruber, Yair Weiss
98
Voted
PR
2006
116views more  PR 2006»
15 years 21 days ago
Correspondence matching using kernel principal components analysis and label consistency constraints
This paper investigates spectral approaches to the problem of point pattern matching. We make two contributions. First, we consider rigid point-set alignment. Here we show how ker...
Hongfang Wang, Edwin R. Hancock
82
Voted
IBPRIA
2007
Springer
15 years 7 months ago
Variational Deconvolution of Multi-channel Images with Inequality Constraints
Abstract. A constrained variational deconvolution approach for multichannel images is presented. Constraints are enforced through a reparametrisation which allows a differential g...
Martin Welk, James G. Nagy
112
Voted
CINQ
2004
Springer
138views Database» more  CINQ 2004»
15 years 6 months ago
Relevancy in Constraint-Based Subgroup Discovery
This chapter investigates subgroup discovery as a task of constraint-based mining of local patterns, aimed at describing groups of individuals with unusual distributional character...
Nada Lavrac, Dragan Gamberger
105
Voted
JUCS
2006
121views more  JUCS 2006»
15 years 22 days ago
On-line Monitoring of Metric Temporal Logic with Time-Series Constraints Using Alternating Finite Automata
: In this paper we describe a technique for monitoring and checking temporal logic assertions augmented with real-time and time-series constraints, or Metric Temporal Logic Series ...
Doron Drusinsky