TY - JOUR
T1 - Pose estimation from projective transformations for visual guidance of a wheeled mobile robot
AU - Zheng, Juan
AU - Juarez-Salazar, Rigoberto
AU - Diaz-Ramirez, Victor H.
N1 - Publisher Copyright:
© 2020 COPYRIGHT SPIE.
PY - 2020
Y1 - 2020
N2 - Pose estimation is an essential task in many mobile robot navigation systems. Visual guidance provides a feasible means for pose estimation using the observed scene information as reference. This work presents an approach to estimate the pose of a mobile robot based on projective transformations. First, the Hough transform is used for lane detection. Next, a projective transformation is computed using the detected lines as reference. Finally, the robot's pose is estimated from the resulting projective transformation. The theoretical principles and computational implementation are analyzed. Experimental results of a visual navigation experiment are presented to validate the usefulness of the proposed approach.
AB - Pose estimation is an essential task in many mobile robot navigation systems. Visual guidance provides a feasible means for pose estimation using the observed scene information as reference. This work presents an approach to estimate the pose of a mobile robot based on projective transformations. First, the Hough transform is used for lane detection. Next, a projective transformation is computed using the detected lines as reference. Finally, the robot's pose is estimated from the resulting projective transformation. The theoretical principles and computational implementation are analyzed. Experimental results of a visual navigation experiment are presented to validate the usefulness of the proposed approach.
KW - Hough transform
KW - Pose estimation
KW - Projective transformation
KW - Visual navigation
UR - http://www.scopus.com/inward/record.url?scp=85092577096&partnerID=8YFLogxK
U2 - 10.1117/12.2569737
DO - 10.1117/12.2569737
M3 - Artículo de la conferencia
AN - SCOPUS:85092577096
SN - 0277-786X
VL - 11509
JO - Proceedings of SPIE - The International Society for Optical Engineering
JF - Proceedings of SPIE - The International Society for Optical Engineering
M1 - 115090J
T2 - Optics and Photonics for Information Processing XIV 2020
Y2 - 24 August 2020 through 4 September 2020
ER -