This article provides a tutorial introduction to visual servo control
of robotic manipulators, Since the topic spans many disciplines our go
al is limited to providing a basic conceptual framework, We begin by r
eviewing the prerequisite topics from robotics and computer vision, in
cluding a brief review of coordinate transformations, velocity represe
ntation, and a description of the geometric aspects of the image forma
tion process, We then present a taxonomy of visual servo control syste
ms, The two major classes of systems, position-based and image-based s
ystems, are then discussed in detail, Since any visual servo system mu
st be capable of tracking image features in a sequence of images, we a
lso include an overview of feature-based and correlation-based methods
for tracking, We conclude the tutorial with a number of observations
on the current directions of the research field of visual servo contro
l.