A Monocular Camera Gyroscope
Tutkimustuotos ›
Standard
A Monocular Camera Gyroscope. / Huttunen, Ville; Piche, Robert.
Tampere : Tampereen teknillinen yliopisto, 2011. 16 s. (Tampereen teknillinen yliopisto. Matematiikan laitos. Tutkimusraportti; Vuosikerta 98).Tutkimustuotos ›
Harvard
APA
Vancouver
Author
Bibtex - Lataa
}
RIS (suitable for import to EndNote) - Lataa
TY - BOOK
T1 - A Monocular Camera Gyroscope
AU - Huttunen, Ville
AU - Piche, Robert
N1 - Contribution: organisation=mat,FACT1=1
PY - 2011
Y1 - 2011
N2 - We present a method for tracking the 3-axis orientation of a monocular camera using orthogonal vanishing points detected in individual frames of a sequence of images. Robust and real-time vanishing point detection is done using a standard line segment detection method and an adaptive RANSAC algorithm. Vanishing points and corresponding vanishing directions found in consecutive frames are associated with each other to produce a sequence of orientation quaternions, which is processed by an extended Kalman filter. Experiments with a consumer-level, handheld mobile device indicate that the accuracy of the proposed method is comparable with those of consumer-grade inertial motion sensors.
AB - We present a method for tracking the 3-axis orientation of a monocular camera using orthogonal vanishing points detected in individual frames of a sequence of images. Robust and real-time vanishing point detection is done using a standard line segment detection method and an adaptive RANSAC algorithm. Vanishing points and corresponding vanishing directions found in consecutive frames are associated with each other to produce a sequence of orientation quaternions, which is processed by an extended Kalman filter. Experiments with a consumer-level, handheld mobile device indicate that the accuracy of the proposed method is comparable with those of consumer-grade inertial motion sensors.
M3 - Commissioned report
SN - 978-952-15-2627-5
T3 - Tampereen teknillinen yliopisto. Matematiikan laitos. Tutkimusraportti
BT - A Monocular Camera Gyroscope
PB - Tampereen teknillinen yliopisto
CY - Tampere
ER -