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                          8.7.1 Runtime Phase
                          The runtime phase of the LFF acquires images of partially visible
                          objects and determines their identities, positions, and orientations.
                          This processing occurs in four steps:
                               1.  Reading task information
                               2.  Locating local features
                             3.  Hypothesizing objects
                             4.  Verifying hypotheses
                             The procedure (Fig. 8.15) is to input the object model together
                          with the list of focus features and their nearby cofeatures. Then, for
                          each image, the system locates all potentially useful local features,
                          forms clusters of them to hypothesize object occurrences, and finally
                          performs template matching to verify these hypotheses.


                     8.8  Ultrasonic End Effector
                          An end effector on a welding robot (Fig. 8.16) contains an ultrasonic
                          sensor for inspection of the weld. An ultrasonic sensor detects such
                          flaws as tungsten inclusions and lack of penetration of weld. The end
                          effector determines the quality of a weld immediately after the weld
                          contact has been made, while the workpiece is still mounted on the
                          weld apparatus; a weld can be reworked in place, if necessary. The delay
                          caused by the paperwork and setup involved in returning the work-
                          piece for rework is thereby avoided.
                             The ultrasonic end effector can be mounted on any standard gas
                          tungsten arc welding torch. It may also be equipped with a through-
                          the-torch vision system. The size of the ultrasonic end effector is the
                          same as that of a gas cup with a cathode.
                             A set of extension springs stabilizes the sensor and ensures that
                          its elastomeric dry-couplant pad fits squarely in the weldment sur-
                          face. The sensor can be rotated 360° and locked into alignment with
                          the weld lead. A small force-actuated switch halts downward travel
                          of the robot arm toward the workpiece and sets the force of contact
                          between the sensor and the workpiece.


                     8.9  End Effector Sound-Vision Recognition Sensors
                          The sound recognition sensor consists of a source that emits sound
                          waves to an object and a sound receiver that receives the reflected
                          sound waves from the same object (Fig. 8.17). The sound recognition
                          sensor array consists of one sound source and one to as many as 16
                          receivers fitted intricately on an end effector of a robot.
                             The sound-vision recognition sensor array measures reflections
                          from some surface of interest on the object, called the measured surface,
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