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The first thing to check is whether you compile with full optimizations: set optimization level to -O2/-O3

If that doesn't help you enough, you should play with the stitcher parameters:

double registrationResol()
void setRegistrationResol(double resol_mpx)

double seamEstimationResol()
void setSeamEstimationResol(double resol_mpx)

double compositingResol()
void setCompositingResol(double resol_mpx)

They control the quality and the speed of your stitching process.

Third, you should try it on a Tegra3 device - that's an Android, btw ;)

Finally, if you still do not like the result, why not try to optimize it yourself more? Here is a starting point into image processing optimizations. But beware that you may cut your fingers. http://answers.opencv.org/question/755/object-detection-slow/#760