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EVOW
2009
Springer
13 years 5 months ago
Conquering the Needle-in-a-Haystack: How Correlated Input Variables Beneficially Alter the Fitness Landscape for Neural Networks
Abstract. Evolutionary algorithms such as genetic programming and grammatical evolution have been used for simultaneously optimizing network architecture, variable selection, and w...
Stephen D. Turner, Marylyn D. Ritchie, William S. ...
TROB
2008
146views more  TROB 2008»
13 years 7 months ago
Mapping a Suburb With a Single Camera Using a Biologically Inspired SLAM System
This paper describes a biologically inspired approach to vision-only simultaneous localization and mapping (SLAM) on ground-based platforms. The core SLAM system, dubbed RatSLAM, i...
Michael Milford, Gordon Wyeth
ICRA
2005
IEEE
146views Robotics» more  ICRA 2005»
14 years 1 months ago
Vision SLAM in the Measurement Subspace
— In this paper we describe an approach to feature representation for simultaneous localization and mapping, SLAM. It is a general representation for features that addresses symm...
John Folkesson, Patric Jensfelt, Henrik I. Christe...
ICRA
2005
IEEE
114views Robotics» more  ICRA 2005»
14 years 1 months ago
A Proof for the Approximate Sparsity of SLAM Information Matrices
— For the Simultaneous Localization and Mapping problem several efficient algorithms have been proposed that make use of a sparse information matrix representation (e.g. SEIF, T...
Udo Frese
CVPR
2004
IEEE
14 years 9 months ago
Efficient Search of Faces from Complex Line Drawings
Single 2D line drawing is a straightforward method to illustrate 3D objects. The faces of an object depicted by a line drawing give very useful information for the reconstruction ...
Jianzhuang Liu, Xiaoou Tang