Author :
Krotkov, Eric ; Martin, Jean-Paul
Author_Institution :
GRASP Laboratory, University of Pennsylvania, Philadelphia, PA
Abstract :
One method for improving the vision system of a robot is to allow the robot to automatically focus its cameras and to use focus as a depth cue. In this paper, the problem of automatic focusing is reduced, by a theoretical analysis of defocus as a wave aberration which attenuates high spatial-frequencies, to the problem of measuring the high spatial-frequency content of an image. The problem of recovering range from focus is treated using a focus criterion function along with knowledge of the lens parameters to solve the lens law for range. The accuracy of the range measurements is approximately 10% of object distances between 1 and 2m.
Keywords :
Cameras; Charge-coupled image sensors; Focusing; Frequency; Lenses; Machine vision; Optical attenuators; Optical distortion; Robot vision systems; Robotics and automation;
Conference_Titel :
Robotics and Automation. Proceedings. 1986 IEEE International Conference on
DOI :
10.1109/ROBOT.1986.1087510