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ALT
2006
Springer
14 years 5 months ago
Unsupervised Slow Subspace-Learning from Stationary Processes
Abstract. We propose a method of unsupervised learning from stationary, vector-valued processes. A low-dimensional subspace is selected on the basis of a criterion which rewards da...
Andreas Maurer
DICTA
2003
13 years 9 months ago
Image Matching using TI Multi-wavelet Transform
Abstract. A multi-resolution image matching technique based on multiwavelets followed by a coarse to fine strategy is presented. The technique addresses the estimation of optimal c...
Asim Bhatti, Saeid Nahavandi, Hong Zheng
ICRA
2009
IEEE
173views Robotics» more  ICRA 2009»
14 years 2 months ago
The Autonomous City Explorer project
— This video presents the Autonomous City Explorer (ACE) project. Its goal was to create a robot capable of navigating unknown urban environments without the use of GPS data or p...
Andrea Maria Bauer, Klaas Klasing, Tingting Xu, St...
IROS
2009
IEEE
136views Robotics» more  IROS 2009»
14 years 2 months ago
Self-location from monocular uncalibrated vision using reference omniviews
— In this paper we present a novel approach to perform indoor self-localization using reference omnidirectional images. We only need one omnidirectional image of the whole scene ...
Luis Puig, José Jesús Guerrero
ICRA
2008
IEEE
191views Robotics» more  ICRA 2008»
14 years 2 months ago
Active SLAM in structured environments
— This paper considers the trajectory planning problem for line-feature based SLAM in structured indoor environments. The robot poses and line features are estimated using Smooth...
Cindy Leung, Shoudong Huang, Gamini Dissanayake