Title :
Real-time object tracking by rotating range sensor
Author :
Hiura, Shinsaku ; Yamaguch, Akashi ; Sato, Kosuke ; Inokuchi, Seiji
Author_Institution :
Dept. of Syst. Eng., Osaka Univ., Japan
Abstract :
We propose a new method to track 3-D motion of an object in real-time, using range images. A very high speed range sensor “Silicon Range Finder” makes it possible to acquire range images at more than 30 frames per second, and rotated to keep the object in the measurable area. Rough but fast results of range image processing controls the angle of the range sensor, and the object centered range images decide the pose of the object. The 3-D CG rendering hardware of the graphics workstation generates range images from the surface model very fast, so it makes the comparison algorithm simple. Tracking speed and accuracies of estimated motion seem to be feasible for the man-machine cooperative systems
Keywords :
CCD image sensors; laser ranging; motion estimation; optical tracking; rendering (computer graphics); 3-D CG rendering hardware; 3D motion tracking; Silicon Range Finder; graphics workstation; man-machine cooperative systems; object centered range images; range images; real-time object tracking; rotating range sensor; surface model; tracking speed; very high speed range sensor; Area measurement; Character generation; Hardware; Image processing; Image sensors; Process control; Rendering (computer graphics); Rotation measurement; Tracking; Velocity measurement;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.546139