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Please use this identifier to cite or link to this item: http://hdl.handle.net/10525/1109

Title: Minimum Mean Square Error Approach in Images Processing for Full-field Displacements and Deformation Measurements
Authors: Stoilov, Georgi
Kavardzhikov, Vasil
Pashkouleva, Dessislava
Keywords: Full-Field Displacement Measurement
Image Correlation
Minimum Mean Square Error of Intensity Distribution
Physical Sciences and Engineering
Issue Date: 2008
Publisher: Institute of Information Theories and Applications FOI ITHEA
Abstract: A vision system is applied to full-field displacements and deformation measurements in solid mechanics. A speckle like pattern is preliminary formed on the surface under investigation. To determine displacements field of one speckle image with respect to a reference speckle image, sub-images, referred to Zones Of Interest (ZOI) are considered. The field is obtained by matching a ZOI in the reference image with the respective ZOI in the moved image. Two image processing techniques are used for implementing the matching procedure: – cross correlation function and minimum mean square error (MMSE) of the ZOI intensity distribution. The two algorithms are compared and the influence of the ZOI size on the accuracy of measurements is studied.
URI: http://hdl.handle.net/10525/1109
ISSN: 1313-0455
Appears in Collections:Book 5 Intelligent Technologies and Applications

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