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IJCV
2002
96views more  IJCV 2002»
11 years 6 months ago
A VLSI-Compatible Computer Vision Algorithm for Stereoscopic Depth Analysis in Real-Time
The analysis of the depth coordinates of objects in a visual scene is of vital importance for animals as well as in technological applications like autonomous robot navigation or p...
Bernd Porr, Bernd Nürenberg, Florentin Wö...
NN
2008
Springer
114views Neural Networks» more  NN 2008»
11 years 6 months ago
Event detection and localization for small mobile robots using reservoir computing
Reservoir Computing (RC) techniques use a fixed (usually randomly created) recurrent neural network, or more generally any dynamic system, which operates at the edge of stability,...
Eric A. Antonelo, Benjamin Schrauwen, Dirk Strooba...
JFR
2006
140views more  JFR 2006»
11 years 6 months ago
Improving robot navigation through self-supervised online learning
In mobile robotics, there are often features that, while potentially powerful for improving navigation, prove difficult to profit from as they generalize poorly to novel situations...
Boris Sofman, Ellie Lin, J. Andrew Bagnell, John C...
DICTA
2003
11 years 8 months ago
Recognition of Motion in Depth by a Fixed Camera
Abstract. The research on perception of motion has important applications for surveillance and autonomous robot navigation in dynamic environments. The issue of estimation of motio...
Huynh Quang Huy Viet, Michio Miwa, Hidenori Maruta...
CAMP
2000
IEEE
11 years 11 months ago
A Distributed Architecture for Autonomous Navigation of Robots
The paper shows a distributed architecture for autonomous robot navigation. The architecture is based on three modules that are implemented on separate and interacting agents: the...
Vito Di Gesù, B. Lenzitti, Giosuè Lo...
ECAL
2005
Springer
12 years 7 days ago
Artificial Homeostatic System: A Novel Approach
Abstract. Many researchers are developing frameworks inspired by natural, especially biological, systems to solve complex real-world problems. This work extends previous work in th...
Patrícia Amâncio Vargas, Renan C. Moi...
ICANN
2007
Springer
12 years 26 days ago
Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing
Abstract. Reservoir Computing (RC) uses a randomly created recurrent neural network where only a linear readout layer is trained. In this work, RC is used for detecting complex eve...
Eric A. Antonelo, Benjamin Schrauwen, Xavier Dutoi...
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