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In order for multiple observation stations to communicate,
they have to share some common information structures:
- Space
- : Since each observation station represents the geometric
information in its own local subjective coordinate system, the
calibration between such local coordinate systems should be done to
exchange the geometric information. This geometric calibration differs
from the ordinary stereo camera calibration in the size of disparity;
since observation stations are distributed over a wide spread area,
very large degrees of disparity are incurred into observed images. We
are developing a new image based calibration method for such widely
distributed observation stations.
- Time
- : An observation station is a real time system
dynamically interacting with the real world, where time dependent
processing is very crucial. Hence a CDV system should support
sophisticated time management mechanisms to realize the coordination
between time critical processing elements.
- Language
- : In addition to describing the space
and time related information, a language for communication should
support the description of internal states of observation stations:
belief, intention, expectation, and so on. We believe that exchanging
the spatial and temporal information alone is not enough and such
abstract information should be communicated to realize flexible
cooperation between observation stations.
- Knowledge
- : An observation station describes the abstract
information in terms of its own ontology and conducts reasoning based
on its own knowledge structure. To what extent multiple observation
stations should share the ontology and knowledge structure for their
cooperation is an interesting research topic.