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ICIP
2008
IEEE
16 years 9 months ago
Fast adaptive elliptical filtering using box splines
We demonstrate that it is possible to filter an image with an elliptic window of varying size, elongation and orientation with a fixed computational cost per pixel. Our method inv...
Arrate Muñoz-Barrutia, Kunal Narayan Chaudh...
ICML
2003
IEEE
16 years 8 months ago
The Use of the Ambiguity Decomposition in Neural Network Ensemble Learning Methods
We analyze the formal grounding behind Negative Correlation (NC) Learning, an ensemble learning technique developed in the evolutionary computation literature. We show that by rem...
Gavin Brown, Jeremy L. Wyatt
SAS
2009
Springer
212views Formal Methods» more  SAS 2009»
16 years 8 months ago
The Causal Graph Revisited for Directed Model Checking
Directed model checking is a well-established technique to tackle the state explosion problem when the aim is to find error states in large systems. In this approach, the state spa...
Martin Wehrle, Malte Helmert
SAS
2009
Springer
147views Formal Methods» more  SAS 2009»
16 years 8 months ago
The Complexity of Andersen's Analysis in Practice
Abstract. While the tightest proven worst-case complexity for Andersen's points-to analysis is nearly cubic, the analysis seems to scale better on real-world codes. We examine...
Manu Sridharan, Stephen J. Fink
VLSID
2004
IEEE
91views VLSI» more  VLSID 2004»
16 years 7 months ago
Program Slicing for ATPG-Based Property Checking
This paper presents a novel technique for abstracting designs in order to increase the efficiency of formal property checking. Bounded Model Checking (BMC), using Satisfiability (...
Vivekananda M. Vedula, Whitney J. Townsend, Jacob ...