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194    Cha pte r  F i v e


                     Northing  Easting  Height  v       e        j
           Average   0.006     0.014   −0.005   −0.450  0.000    0.000
           error
           Standard   0.121    0.061   0.224    19.581  16.783   32.146
           error

          Source: Kinn 2002.
          TABLE 5.5  Difference between Camera Exterior Orientation Provided by GPS/IMU
          and Aerotriangulation (Position in Meters and Angles in Arc Seconds)

               Their accuracy can be improved by reconciling the errors in these sys-
               tems through the Kalman filter that provides error estimates for the
               camera’s position and altitude. These estimates can be used to modify
               altitude and position to achieve higher accuracy. Consequently, posi-
               tions can be accurate to a decimeter, and angles to 20 arc seconds in roll
               and pitch with an adjustment of approximately 20 arc seconds, and to
               30 arc seconds in heading (Table 5.5). Residual orientation errors are
               due most likely to misalignment of the inertial platform during flight.
               These accuracies vary with the camera/INS system. A better accu-
               racy level has been achieved with the Vexel UltraCan  D digital
               imaging system with a total of 20 GCPs (Ip et al., 2006). As shown in
               Table 5.6, whether the photograph is panchromatic or color makes little
               difference in the orientation parameters, even though panchromatic
               images produced a slightly better TPs ratio than color images (Kinn,
               2002). Precise determination of boresight requires a small block adjust-
               ment with some GCPs. If logged with a GPS device, the positioning
               accuracy of GCPs is affected by whether GPS loggings are differen-
               tially corrected and by the capability of the GPS system in resolving
               ambiguities. Usually, GPS positioning accuracy falls within the range
               of 0.05 to 0.5 m, depending on the baseline length and atmospheric
               condition. The better accuracy in Table 5.6 is due to the use of GCPs.



                                 Position, m        Orientation, arc min
             Photograph     E       N      H      v       i       j
             Panchromatic   0.03    0.03   0.07   0.11    0.12    0.29
             Color          0.03    0.04   0.06   0.11    0.12    0.32
             Pan (boresight)                      0.11    0.12    0.29
             Color                                0.11    0.12    0.32
             (boresight)

           Source: Ip et al., 2006.
           TABLE 5.6  RMS Residuals of Photocenter Position, Orientation, and Boresight
           Calibration
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