Optical image conversion and encryption based on structured light illumination and a diffractive neural network
In this paper, an optical image encryption method is proposed based on structured light illumination and a diffractive neural network (DNN), which can realize conversion between different images. With the use of the structured phase mask (SPM) in the iterative phase retrieval algorithm, a plaintext...
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Veröffentlicht in: | Applied optics (2004) 2023-08, Vol.62 (23), p.6131-6139 |
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container_title | Applied optics (2004) |
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creator | Su, Yanfeng Xu, Kang Rong, Wenzhe Wang, Zhihan Xue, Ruijie Xue, Lijuan Cai, Zhijian Wan, Wenqiang |
description | In this paper, an optical image encryption method is proposed based on structured light illumination and a diffractive neural network (DNN), which can realize conversion between different images. With the use of the structured phase mask (SPM) in the iterative phase retrieval algorithm, a plaintext image is encoded into a DNN composed of multiple phase-only masks (POMs) and ciphertext. It is worth noting that ciphertext is a visible image such that the conversion of one image to another is achieved, leading to high concealment of the proposed optical image encryption method. In addition, the wavelength of the illuminating light, all Fresnel diffraction distances, the optical parameters of the adopted SPM such as focal length and topological charge number, as well as all POMs in the DNN are all considered as security keys in the decryption process, contributing to a large key space and high level of security. Numerical simulations are performed to demonstrate the feasibility of the proposed method, and simulation results show that it exhibits high feasibility and safety as well as strong robustness. |
doi_str_mv | 10.1364/AO.495542 |
format | Article |
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With the use of the structured phase mask (SPM) in the iterative phase retrieval algorithm, a plaintext image is encoded into a DNN composed of multiple phase-only masks (POMs) and ciphertext. It is worth noting that ciphertext is a visible image such that the conversion of one image to another is achieved, leading to high concealment of the proposed optical image encryption method. In addition, the wavelength of the illuminating light, all Fresnel diffraction distances, the optical parameters of the adopted SPM such as focal length and topological charge number, as well as all POMs in the DNN are all considered as security keys in the decryption process, contributing to a large key space and high level of security. Numerical simulations are performed to demonstrate the feasibility of the proposed method, and simulation results show that it exhibits high feasibility and safety as well as strong robustness.</description><identifier>ISSN: 1559-128X</identifier><identifier>EISSN: 2155-3165</identifier><identifier>EISSN: 1539-4522</identifier><identifier>DOI: 10.1364/AO.495542</identifier><language>eng</language><publisher>Washington: Optical Society of America</publisher><subject>Algorithms ; Computer simulation ; Conversion ; Encryption ; Feasibility ; Fresnel diffraction ; Illumination ; Iterative methods ; Light diffraction ; Neural networks ; Phase retrieval ; Robustness (mathematics) ; Security</subject><ispartof>Applied optics (2004), 2023-08, Vol.62 (23), p.6131-6139</ispartof><rights>Copyright Optical Society of America Aug 10, 2023</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c290t-271b3e2d8cf2588aabbbbc35fd7879a4427ff784eedf074c8e4c6035ba6cf5d83</citedby><cites>FETCH-LOGICAL-c290t-271b3e2d8cf2588aabbbbc35fd7879a4427ff784eedf074c8e4c6035ba6cf5d83</cites><orcidid>0000-0001-8333-9963</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,3245,27901,27902</link.rule.ids></links><search><creatorcontrib>Su, Yanfeng</creatorcontrib><creatorcontrib>Xu, Kang</creatorcontrib><creatorcontrib>Rong, Wenzhe</creatorcontrib><creatorcontrib>Wang, Zhihan</creatorcontrib><creatorcontrib>Xue, Ruijie</creatorcontrib><creatorcontrib>Xue, Lijuan</creatorcontrib><creatorcontrib>Cai, Zhijian</creatorcontrib><creatorcontrib>Wan, Wenqiang</creatorcontrib><title>Optical image conversion and encryption based on structured light illumination and a diffractive neural network</title><title>Applied optics (2004)</title><description>In this paper, an optical image encryption method is proposed based on structured light illumination and a diffractive neural network (DNN), which can realize conversion between different images. With the use of the structured phase mask (SPM) in the iterative phase retrieval algorithm, a plaintext image is encoded into a DNN composed of multiple phase-only masks (POMs) and ciphertext. It is worth noting that ciphertext is a visible image such that the conversion of one image to another is achieved, leading to high concealment of the proposed optical image encryption method. In addition, the wavelength of the illuminating light, all Fresnel diffraction distances, the optical parameters of the adopted SPM such as focal length and topological charge number, as well as all POMs in the DNN are all considered as security keys in the decryption process, contributing to a large key space and high level of security. Numerical simulations are performed to demonstrate the feasibility of the proposed method, and simulation results show that it exhibits high feasibility and safety as well as strong robustness.</description><subject>Algorithms</subject><subject>Computer simulation</subject><subject>Conversion</subject><subject>Encryption</subject><subject>Feasibility</subject><subject>Fresnel diffraction</subject><subject>Illumination</subject><subject>Iterative methods</subject><subject>Light diffraction</subject><subject>Neural networks</subject><subject>Phase retrieval</subject><subject>Robustness (mathematics)</subject><subject>Security</subject><issn>1559-128X</issn><issn>2155-3165</issn><issn>1539-4522</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNpdkE9LAzEQxYMoWKsHv0HAix62ZrPJJnssxX8g7EXB25JmJzV1m9QkW-m3N1K9OJd5A795zDyELksyK6ua3c7bGWs4Z_QITWjJeVGVNT9GkyyboqTy7RSdxbgmpOKsERPk222yWg3YbtQKsPZuByFa77ByPQanwz4DeVyqCD3OIqYw6jSGPA129Z6wHYZxY51Kf1sK99aYoHSyO8AOxpD9HaQvHz7O0YlRQ4SL3z5Fr_d3L4vH4rl9eFrMnwtNG5IKKsplBbSX2lAupVLLXLriphdSNIoxKowRkgH0hgimJTBd55-WqtaG97KaouuD7zb4zxFi6jY2ahgG5cCPsaOyZrIRNC9N0dU_dO3H4PJ1meKEMtKwJlM3B0oHH2MA021Dzizsu5J0P9F387Y7RF99A_nNeHs</recordid><startdate>20230810</startdate><enddate>20230810</enddate><creator>Su, Yanfeng</creator><creator>Xu, Kang</creator><creator>Rong, Wenzhe</creator><creator>Wang, Zhihan</creator><creator>Xue, Ruijie</creator><creator>Xue, Lijuan</creator><creator>Cai, Zhijian</creator><creator>Wan, Wenqiang</creator><general>Optical Society of America</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7U5</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-8333-9963</orcidid></search><sort><creationdate>20230810</creationdate><title>Optical image conversion and encryption based on structured light illumination and a diffractive neural network</title><author>Su, Yanfeng ; Xu, Kang ; Rong, Wenzhe ; Wang, Zhihan ; Xue, Ruijie ; Xue, Lijuan ; Cai, Zhijian ; Wan, Wenqiang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c290t-271b3e2d8cf2588aabbbbc35fd7879a4427ff784eedf074c8e4c6035ba6cf5d83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Algorithms</topic><topic>Computer simulation</topic><topic>Conversion</topic><topic>Encryption</topic><topic>Feasibility</topic><topic>Fresnel diffraction</topic><topic>Illumination</topic><topic>Iterative methods</topic><topic>Light diffraction</topic><topic>Neural networks</topic><topic>Phase retrieval</topic><topic>Robustness (mathematics)</topic><topic>Security</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Su, Yanfeng</creatorcontrib><creatorcontrib>Xu, Kang</creatorcontrib><creatorcontrib>Rong, Wenzhe</creatorcontrib><creatorcontrib>Wang, Zhihan</creatorcontrib><creatorcontrib>Xue, Ruijie</creatorcontrib><creatorcontrib>Xue, Lijuan</creatorcontrib><creatorcontrib>Cai, Zhijian</creatorcontrib><creatorcontrib>Wan, Wenqiang</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>MEDLINE - Academic</collection><jtitle>Applied optics (2004)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Su, Yanfeng</au><au>Xu, Kang</au><au>Rong, Wenzhe</au><au>Wang, Zhihan</au><au>Xue, Ruijie</au><au>Xue, Lijuan</au><au>Cai, Zhijian</au><au>Wan, Wenqiang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optical image conversion and encryption based on structured light illumination and a diffractive neural network</atitle><jtitle>Applied optics (2004)</jtitle><date>2023-08-10</date><risdate>2023</risdate><volume>62</volume><issue>23</issue><spage>6131</spage><epage>6139</epage><pages>6131-6139</pages><issn>1559-128X</issn><eissn>2155-3165</eissn><eissn>1539-4522</eissn><abstract>In this paper, an optical image encryption method is proposed based on structured light illumination and a diffractive neural network (DNN), which can realize conversion between different images. With the use of the structured phase mask (SPM) in the iterative phase retrieval algorithm, a plaintext image is encoded into a DNN composed of multiple phase-only masks (POMs) and ciphertext. It is worth noting that ciphertext is a visible image such that the conversion of one image to another is achieved, leading to high concealment of the proposed optical image encryption method. In addition, the wavelength of the illuminating light, all Fresnel diffraction distances, the optical parameters of the adopted SPM such as focal length and topological charge number, as well as all POMs in the DNN are all considered as security keys in the decryption process, contributing to a large key space and high level of security. Numerical simulations are performed to demonstrate the feasibility of the proposed method, and simulation results show that it exhibits high feasibility and safety as well as strong robustness.</abstract><cop>Washington</cop><pub>Optical Society of America</pub><doi>10.1364/AO.495542</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0001-8333-9963</orcidid></addata></record> |
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source | Alma/SFX Local Collection; Optica Publishing Group Journals |
subjects | Algorithms Computer simulation Conversion Encryption Feasibility Fresnel diffraction Illumination Iterative methods Light diffraction Neural networks Phase retrieval Robustness (mathematics) Security |
title | Optical image conversion and encryption based on structured light illumination and a diffractive neural network |
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