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to see. Programs (both neural and expert) must capture the video
                                       image and process it (extrapolate data). Machine vision has been
                                       achieved in limited and targeted areas.
                                       Chapter 1 looked at the Papnet computer, which uses neural soft-
                                       ware to analyze pap smear slides with a higher accuracy than can
                                       be achieved by humans. Other researchers have developed vision
                                       systems that can steer a vehicle based on the contours of the road
                                       being driven.
                                       Before we can attempt to simulate human vision, we need (in addi-
                                       tion to developing improved image processing, which is no easy task
                                       in itself) to develop stereoscopic mounted video cameras. Some re-
                                       search in this area is taking place at the Massachusetts Institute of
                                       Technology  (MIT)  on  their  humanoid  robot,  COG.  With  stereo-
                                       scopic cameras, two video pictures must be processed and then
                                       merged to create a three-dimensional (3D) representation. This is
                                       the same process used in human 3D vision. To estimate depth, each
                                       camera must be mounted on gimbals that allow the cameras to veer
                                       in (converge) and focus on an object. The amount of convergence
                                       is taken into consideration for judging the distance of objects.
                                       Machine vision is a fertile field of development. Currently most
                                       vision systems require a high-powered computer dedicated just        81
                                       to vision processing.


                               Body sense
                                       Body sense provides some information on where one is and what
                                       position one is in. Limited body sense can be accomplished in robots
                                       by using a variety of tilt switches (see Fig. 5.28). This will at least






















                                         5.28 Tilt switches
                                                       Team LRN                                         Sensors
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