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IJCNN
2006
IEEE
14 years 3 months ago
Reservoir-based techniques for speech recognition
— A solution for the slow convergence of most learning rules for Recurrent Neural Networks (RNN) has been proposed under the terms Liquid State Machines (LSM) and Echo State Netw...
David Verstraeten, Benjamin Schrauwen, Dirk Stroob...
IROS
2006
IEEE
152views Robotics» more  IROS 2006»
14 years 3 months ago
Integrating Active Mobile Robot Object Recognition and SLAM in Natural Environments
Abstract— Linking semantic and spatial information has become an important research area in robotics since, for robots interacting with humans and performing tasks in natural env...
Staffan Ekvall, Patric Jensfelt, Danica Kragic
ICMCS
2005
IEEE
185views Multimedia» more  ICMCS 2005»
14 years 3 months ago
Automatic Object Trajectory-Based Motion Recognition Using Gaussian Mixture Models
In this paper, we propose a novel technique for modelbased recognition of complex object motion trajectories using Gaussian Mixture Models (GMM). We build our models on Principal ...
Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld
GREC
2009
Springer
14 years 1 months ago
Symbol Recognition Using a Concept Lattice of Graphical Patterns
Abstract. In this paper we propose a new approach to recognize symbols by the use of a concept lattice. We propose to build a concept lattice in terms of graphical patterns. Each m...
Marçal Rusiñol, Karell Bertet, Jean-...
CVPR
2007
IEEE
13 years 11 months ago
Kernel Fukunaga-Koontz Transform Subspaces For Enhanced Face Recognition
Traditional linear Fukunaga-Koontz Transform (FKT) [1] is a powerful discriminative subspaces building approach. Previous work has successfully extended FKT to be able to deal wit...
Yung-hui Li, Marios Savvides