Ex Parte TAKEO et al - Page 14




          Appeal No. 1999-2069                                                        
          Application 08/397,639                                                      

          that a less complex transformation, such as the affine                      
          transformations of Smilansky, could be used if the image                    
          registration did not need to be as accurate or address the same             
          kind of distortions.  It would have been obvious to one of                  
          ordinary skill in the art to replace a complex transformation               
          with a known simple transformation, where one skilled in the art            
          would have appreciated the limitations in image registration from           
          making such a substitution.                                                 
               Appellants argue that while Frankot describes affine                   
          transformations as an example of a means for adjusting positions            
          using a selected subarea, "Frankot et al. does not teach that               
          shifts in position among images are the problem when adding                 
          and/or subtracting radiation images, and also does not teach that           
          affine transformation is used to solve the problem" (Br6).                  
               Kano, not Frankot, is relied on for teaching subtracting               
          registered radiation images.  The general problem faced by                  
          Frankot and Kano is image registration.  Frankot discloses affine           
          transformation for image registration.                                      
               Appellants argue that one of ordinary skill would not have             
          replaced the nonlinear warping of Kano with the affine                      
          transformation in Frankot (Br6).  The Examiner points out that              
          Frankot mentions second and higher order transformation models in           
          addition to the first order affine transformation model and that            


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