Measurement of displacement fields with sub-pixel accuracy by combining cross-correlation and optical flow
Authors: A. M. R. Sousa, J. Xavier, M. Vaz, J. J. L. Morais, V. M. J. Filipe
ABSTRACT:
This paper presents a method to measure the displacements fields on the surface of a planar object with sub-pixel resolution, by combining image correlation and a differential technique. First, a coarse approximation of the pixel level displacement is obtained by cross correlation (CC). Two consecutive images, taken before and after the application of a given deformation, are recursively split in sub-images, and the CC coefficient is used as the similarity measure. Secondly, a fine approximation is performed in order to assess the sub-pixel displacements by means of an optical flow method based on a differential technique. This differentiation is achieved in a window of pixels that will typically define the displacement spatial resolution of the method. In order to validate the effectiveness and robustness of the proposed method, numerical tests, consisting of a rigid-body translation test and a rotation test, were carried out on computer generated images.
Key Words:
Affiliation:
A. M. R. Sousa1 | J. Xavier1 | M. Vaz2 | J. J. L. Morais1 | V. M. J. Filipe1
1 CITAB, Engineering Department, University of Trás-os-Montes and Alto Douro
2 Mechanical Engineering Department, Faculty of Engineering of University of Porto


