Fast Hardware Implementation of Sub-pixel Search Algorithm for Digital Speckle Correlation Method
- 10.2991/eame-18.2018.75How to use a DOI?
- digital speckle correlation measurement method; sub-pixel search algorithm; hardware acceleration
Digital speckle correlation measurement method is an important way in the areas of three-dimensional deformation and morphology measurement. It carries the advantages of non-contact, high precision and strong stability. The sub-pixel search algorithm which is used to improve the accuracy of displacement measurement is one of the key technologies in digital speckle correlation method. In order to reduce the computational complexity, the sum of absolute differences (SAD) is used as the correlation function. Special fixed-point arithmetic is designed to solve the problem of processing floating-point calculation during the hardware implementation. Experimental results show that the speed of hardware implementation is more than 600 times higher than that of software implementation. The sub-pixel search accuracy is about 0.1 pixel, and the search error is about 0.03 pixel.
- © 2018, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Zejie Kuang AU - Guohe Zhang AU - Feng Liang PY - 2018/06 DA - 2018/06 TI - Fast Hardware Implementation of Sub-pixel Search Algorithm for Digital Speckle Correlation Method BT - Proceedings of the 2018 3rd International Conference on Electrical, Automation and Mechanical Engineering (EAME 2018) PB - Atlantis Press SP - 356 EP - 360 SN - 2352-5401 UR - https://doi.org/10.2991/eame-18.2018.75 DO - 10.2991/eame-18.2018.75 ID - Kuang2018/06 ER -