This paper discusses the problems associated with purposeful gazing an
d fixation of attention for systems with active vision. To help bridge
the gap between our current standpoint in active gazing and where adv
antages that holding gaze brings, we propose solution to the important
problems involved in gaze stabilization, i.e. vergence error extracti
on, and vergence servo control. In the first part, we focus on vergenc
e error extraction. In the next paper, ''Gaze Stabilization in Active
Vision II: Multi-rate Vergence Control'', we shall focus on vergence c
ontrol. Binocular gazing is realized by decreasing the disparity which
represents the vergence error. In order to obtain the disparity for e
xtraction of vergence error, a phase-based approach that efficiently e
stimates vergence disparity is developed. Experiments are conducted to
investigate the effects of window size, segmentation techniques, and
illumination. (C) 1997 Pattern Recognition Society. Published by Elsev
ier Science Ltd.