Implementation of new technique for Face recognition based on quantum computing
In this research, a new technique for measuring facial recognition face similarity based on quantum computing (oracle) has been proposed. This technique is transforming the oracle of Grover's search algorithm into correlation oracle with feeding image. The implementation is carried out on a cl...
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Wasit University
2018-04-01
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| Series: | Wasit Journal of Engineering Sciences |
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| Online Access: | https://ejuow.uowasit.edu.iq/index.php/ejuow/article/view/65 |
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| author | Amjed Yousif Sahib |
| author_facet | Amjed Yousif Sahib |
| author_sort | Amjed Yousif Sahib |
| collection | DOAJ |
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In this research, a new technique for measuring facial recognition face similarity based on quantum computing (oracle) has been proposed. This technique is transforming the oracle of Grover's search algorithm into correlation oracle with feeding image. The implementation is carried out on a classical computer with Matlab. The improvement in this work came from combination between quantum Grover's algorithm and classical face recognition algorithm where, the number of steps require in Grover's to find target image is which is exponential improvement as compared with steps for classical case. This reduction of steps reduces the time required to process and the complexity and enables us to increase the amount of information to be processed. The quantum phenomena such as superposition, entanglement and vector space are formulated to represent quantum information and quantum processes on the classical computer. Public available AT and T Laboratories in university of Cambridge database are tested on the proposed algorithm.
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| format | Article |
| id | doaj-art-3f2f672e859542deadfab4219176f7f4 |
| institution | DOAJ |
| issn | 2305-6932 2663-1970 |
| language | English |
| publishDate | 2018-04-01 |
| publisher | Wasit University |
| record_format | Article |
| series | Wasit Journal of Engineering Sciences |
| spelling | doaj-art-3f2f672e859542deadfab4219176f7f42025-08-20T03:20:48ZengWasit UniversityWasit Journal of Engineering Sciences2305-69322663-19702018-04-015110.31185/ejuow.Vol5.Iss1.65Implementation of new technique for Face recognition based on quantum computingAmjed Yousif Sahib0Electromechanical Dept., University of Technology, Iraq In this research, a new technique for measuring facial recognition face similarity based on quantum computing (oracle) has been proposed. This technique is transforming the oracle of Grover's search algorithm into correlation oracle with feeding image. The implementation is carried out on a classical computer with Matlab. The improvement in this work came from combination between quantum Grover's algorithm and classical face recognition algorithm where, the number of steps require in Grover's to find target image is which is exponential improvement as compared with steps for classical case. This reduction of steps reduces the time required to process and the complexity and enables us to increase the amount of information to be processed. The quantum phenomena such as superposition, entanglement and vector space are formulated to represent quantum information and quantum processes on the classical computer. Public available AT and T Laboratories in university of Cambridge database are tested on the proposed algorithm. https://ejuow.uowasit.edu.iq/index.php/ejuow/article/view/65Quantum computingimage processingMatlab |
| spellingShingle | Amjed Yousif Sahib Implementation of new technique for Face recognition based on quantum computing Wasit Journal of Engineering Sciences Quantum computing image processing Matlab |
| title | Implementation of new technique for Face recognition based on quantum computing |
| title_full | Implementation of new technique for Face recognition based on quantum computing |
| title_fullStr | Implementation of new technique for Face recognition based on quantum computing |
| title_full_unstemmed | Implementation of new technique for Face recognition based on quantum computing |
| title_short | Implementation of new technique for Face recognition based on quantum computing |
| title_sort | implementation of new technique for face recognition based on quantum computing |
| topic | Quantum computing image processing Matlab |
| url | https://ejuow.uowasit.edu.iq/index.php/ejuow/article/view/65 |
| work_keys_str_mv | AT amjedyousifsahib implementationofnewtechniqueforfacerecognitionbasedonquantumcomputing |