Active noise thin-plate spline smoothing method for full-field strain measurement by digital image correlation
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摘要:
Digital image correlation has become an important and effective non-contact optical full-field strain measurement technique.The strain field obtained directly by image correlation algorithm is full of noise.In this letter,we explore a novel way of actively adding small amount of Gaussian random noise to original displacement field,subsequently utilizing the well-known thin-plate spline smoothing (TPSS) technique to smooth the noised displacement field,and finally differentiating smoothed displacement field to get reliable strain field.The resultant method,named as active noise thin-plate spline smoothing (ANTPSS),outperforms the conventional TPSS and spline least-squares approximation.Moreover,ANTPSS successfully smooths the displacement filed obtained from three-point bending experiment of foam block and generates a reliable inhomogeneous strain field.