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IROS
2006
IEEE
152views Robotics» more  IROS 2006»
13 years 10 months ago
Experiments with robust estimation techniques in real-time robot vision
— The goal of this paper is to present an overview of robust estimation techniques with a special focus on robotic vision applications. In this particular context, constraints du...
Ezio Malis, Éric Marchand
ECCV
2008
Springer
14 years 6 months ago
A Comparative Analysis of RANSAC Techniques Leading to Adaptive Real-Time Random Sample Consensus
The Random Sample Consensus (RANSAC) algorithm is a popular tool for robust estimation problems in computer vision, primarily due to its ability to tolerate a tremendous fraction o...
Rahul Raguram, Jan-Michael Frahm, Marc Pollefeys
ISMAR
2003
IEEE
13 years 9 months ago
Real-Time Localisation and Mapping with Wearable Active Vision
We present a general method for real-time, visiononly single-camera simultaneous localisation and mapping (SLAM) — an algorithm which is applicable to the localisation of any ca...
Andrew J. Davison, Walterio W. Mayol-Cuevas, David...
ICCV
2011
IEEE
12 years 4 months ago
A Data-Driven Approach for Real-Time Full Body Pose Reconstruction from a Depth Camera
In recent years, depth cameras have become a widely available sensor type that captures depth images at realtime frame rates. Even though recent approaches have shown that 3D pose...
Andreas Baak, Meinard Muller, Gaurav Bharaj, Hans-...
FSR
2007
Springer
108views Robotics» more  FSR 2007»
13 years 10 months ago
Robust Real-Time Local Laser Scanner Registration with Uncertainty Estimation
We present a fast, robust method for registering successive laser rangefinder scans. Correspondences between the current scan and previous scans are determined. Gaussian uncertai...
Justin Carlson, Charles E. Thorpe, David L. Duke