DocumentCode :
2072148
Title :
Detecting unexpected moving obstacles that appear in the path of a navigating robot
Author :
Nair, Dinesh ; Aggarwal, J.K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
Volume :
2
fYear :
1994
fDate :
13-16 Nov 1994
Firstpage :
311
Abstract :
Presents a system that detects unexpected moving obstacles that appear in the path of a navigating robot, and that estimates the relative motion of the object with respect to the robot. The system is designed for a robot navigating in a structured environment with a single wide-angle camera. The system uses polar mapping to simplify the segmentation of the moving object from the background. The polar mapping is performed with the focus of expansion (FOE) as the center, obtained from the vanishing point of the significant lines in the environment. A method for determining a qualitative estimate of the motion of the object, coupled with an efficient clustering algorithm, is used to segment the moving obstacle from the background. The system uses an area based feature matching method to compute the optical flow in the segmented regions of the image sequence, and time-to-impact is computed from the radial component of the optical flow in the image plane. A framework for a real time implementation of this system on a robot is also presented
Keywords :
image matching; image segmentation; image sequences; mobile robots; motion estimation; object detection; robot vision; clustering algorithm; feature matching method; focus of expansion; image plane; image sequence; navigating robot; optical flow; polar mapping; radial component; real time implementation; relative motion; segmentation; significant lines; single wide-angle camera; structured environment; time-to-impact; unexpected moving obstacles; vanishing point; Cameras; Image motion analysis; Image segmentation; Motion detection; Motion estimation; Navigation; Object detection; Optical computing; Optical devices; Robot vision systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6952-7
Type :
conf
DOI :
10.1109/ICIP.1994.413582
Filename :
413582
Link To Document :
بازگشت