Modified second-order minimisation for AAM fitting

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Modified second-order minimisation for AAM fitting

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A modification of the second-order minimisation technique for an active appearance model is proposed to increase the convergence rate of fitting against large position error. The proposed method is verified to have a relatively high convergence rate and moderately fast converging speed.

Inspec keywords: face recognition; minimisation

Other keywords: face model; head posture; position error; active appearance model; AAM fitting; second-order minimisation

Subjects: Optimisation techniques; Computer vision and image processing techniques; Optimisation techniques; Image recognition; Image recognition

References

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      • Chen, C.W., Wang, C.C.: `3D active appearance model for aligning faces in 2D images', Proc. of IEEE/RSJ Int. Conf. on Intelligent Robotics and Systems, September 2008, Nice, France, p. 3133–3139.
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