Electronics | Vol.7, Issue.12 | | Pages
Hardware Implementation for an Improved Full-Pixel Search Algorithm Based on Normalized Cross Correlation Method
Digital speckle correlation method is widely used in the areas of three-dimensional deformation and morphology measurement. It has the advantages of non-contact, high precision, and strong stability. However, it is very complex to be carried out with low speed software implementation. Here, an improved full pixel search algorithm based on the normalized cross correlation (NCC) method considering hardware implementation is proposed. According to the field programmable gate array (FPGA) simulation results, the speed of hardware design proposed in this paper is 2000 faster than that of software in single point matching, and 600 times faster than software in multi-point matching. The speed of the presented algorithm shows an increasing trend with the increase of the template size when performing multipoint matching.
Original Text (This is the original text for your reference.)
Hardware Implementation for an Improved Full-Pixel Search Algorithm Based on Normalized Cross Correlation Method
Digital speckle correlation method is widely used in the areas of three-dimensional deformation and morphology measurement. It has the advantages of non-contact, high precision, and strong stability. However, it is very complex to be carried out with low speed software implementation. Here, an improved full pixel search algorithm based on the normalized cross correlation (NCC) method considering hardware implementation is proposed. According to the field programmable gate array (FPGA) simulation results, the speed of hardware design proposed in this paper is 2000 faster than that of software in single point matching, and 600 times faster than software in multi-point matching. The speed of the presented algorithm shows an increasing trend with the increase of the template size when performing multipoint matching.
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threedimensional deformation and morphology normalized cross correlation ncc method full pixel search algorithm point hardware design template software field programmable gate array fpga simulation multipoint matching
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Guohe Zhang,Zejie Kuang,Sufen Wei,Kai Huang,Feng Liang,Cheng-Fu Yang,.Hardware Implementation for an Improved Full-Pixel Search Algorithm Based on Normalized Cross Correlation Method. 7 (12),.
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