F. Panerai et G. Sandini, OCULO-MOTOR STABILIZATION REFLEXES - INTEGRATION OF INERTIAL AND VISUAL INFORMATION, Neural networks, 11(7-8), 1998, pp. 1191-1204
Stabilization of gaze is a fundamental requirement of an active visual
system for at least two reasons: (i) to increase the robustness of dy
namic visual measures during observer's motion; (ii) to provide a refe
rence with respect to the environment (Ballard and Brown, 1992). The a
im of this paper is to address the former issue by investigating the r
ole of integration of visuo-inertial information in gaze stabilization
. The rationale comes from observations of how the stabilization probl
em is solved in biological systems and experimental results based on a
n artificial visual system equipped with space-variant visual sensors
and an inertial sensor are presented. In particular the following issu
es are discussed: (i) the relations between eye-head geometry, fixatio
n distance and stabilization performance; (ii) the computational requi
rements of the visuo-inertial stabilization approach compared to a vis
ual stabilization approach; (iii) the evaluation of performance of the
visuo-inertial strategy in a real-time monocular stabilization task.
Experiments are performed to quantitatively describe the performance o
f the system with respect to different choices of the principal parame
ters. The results show that the integrated approach is indeed valuable
: it makes use of visual computational resources more efficiently, ext
ends the range of motions or external disturbances the system can effe
ctively deal with, and reduces system complexity. (C) 1998 Elsevier Sc
ience Ltd. All rights reserved.