ITP OpenIR  > 理论物理所2017年知识产出
Quantum Image Processing and Its Application to Edge Detection: Theory and Experiment
Yao, XW; Wang, HY; Liao, ZY; Chen, MC; Pan, J; Li, J; Zhang, KC; Lin, XC; Wang, ZH; Luo, ZH; Zheng, WQ; Li, JZ; Zhao, MS; Peng, XH; Suter, D; Yao, XW (reprint author), Xiamen Univ, Dept Elect Sci, Coll Phys Sci & Technol, Xiamen 361005, Fujian, Peoples R China.; Yao, XW (reprint author), Dahonggou Haydite Mine, Urumqi 831499, Xinjiang, Peoples R China.; Yao, XW (reprint author), Yili Univ, Coll Phys Sci & Technol, Yining 835000, Xinjiang, Peoples R China.
2017
发表期刊PHYSICAL REVIEW X
卷号7期号:3页码:31041
文章类型Article
摘要Processing of digital images is continuously gaining in volume and relevance, with concomitant demands on data storage, transmission, and processing power. Encoding the image information in quantum-mechanical systems instead of classical ones and replacing classical with quantum information processing may alleviate some of these challenges. By encoding and processing the image information in quantum-mechanical systems, we here demonstrate the framework of quantum image processing, where a pure quantum state encodes the image information: we encode the pixel values in the probability amplitudes and the pixel positions in the computational basis states. Our quantum image representation reduces the required number of qubits compared to existing implementations, and we present image processing algorithms that provide exponential speed-up over their classical counterparts. For the commonly used task of detecting the edge of an image, we propose and implement a quantum algorithm that completes the task with only one single-qubit operation, independent of the size of the image. This demonstrates the potential of quantum image processing for highly efficient image and video processing in the big data era.
学科领域Physics
资助者National Key Basic Research Program of China [2013CB921800, 2014CB848700] ; National Key Basic Research Program of China [2013CB921800, 2014CB848700] ; National Science Fund for Distinguished Young Scholars of China [11425523] ; National Science Fund for Distinguished Young Scholars of China [11425523] ; National Natural Science Foundation of China [11375167, 11227901] ; National Natural Science Foundation of China [11375167, 11227901] ; Strategic Priority Research Program of the CAS [XDB01030400] ; Strategic Priority Research Program of the CAS [XDB01030400] ; Key Research Program of Frontier Sciences of the CAS [QYZDY-SSW-SLH004] ; Key Research Program of Frontier Sciences of the CAS [QYZDY-SSW-SLH004] ; Deutsche Forschungsgemeinschaft [Su 192/24-1] ; Deutsche Forschungsgemeinschaft [Su 192/24-1] ; Qatar National Research Fund (QNRF) under the NPRP Project [7-210-1-032] ; Qatar National Research Fund (QNRF) under the NPRP Project [7-210-1-032] ; Natural Science Foundation of Guangdong Province [2014A030310038] ; Natural Science Foundation of Guangdong Province [2014A030310038] ; National Key Basic Research Program of China [2013CB921800, 2014CB848700] ; National Key Basic Research Program of China [2013CB921800, 2014CB848700] ; National Science Fund for Distinguished Young Scholars of China [11425523] ; National Science Fund for Distinguished Young Scholars of China [11425523] ; National Natural Science Foundation of China [11375167, 11227901] ; National Natural Science Foundation of China [11375167, 11227901] ; Strategic Priority Research Program of the CAS [XDB01030400] ; Strategic Priority Research Program of the CAS [XDB01030400] ; Key Research Program of Frontier Sciences of the CAS [QYZDY-SSW-SLH004] ; Key Research Program of Frontier Sciences of the CAS [QYZDY-SSW-SLH004] ; Deutsche Forschungsgemeinschaft [Su 192/24-1] ; Deutsche Forschungsgemeinschaft [Su 192/24-1] ; Qatar National Research Fund (QNRF) under the NPRP Project [7-210-1-032] ; Qatar National Research Fund (QNRF) under the NPRP Project [7-210-1-032] ; Natural Science Foundation of Guangdong Province [2014A030310038] ; Natural Science Foundation of Guangdong Province [2014A030310038]
DOIhttp://dx.doi.org/10.1103/PhysRevX.7.031041
关键词[WOS]NUCLEAR-MAGNETIC-RESONANCE ; EXPERIMENTAL REALIZATION ; REPRESENTATION ; TELEPORTATION ; COMPUTATION ; MECHANICS ; DYNAMICS ; CIRCUIT ; MACHINE ; SPINS
语种英语
资助者National Key Basic Research Program of China [2013CB921800, 2014CB848700] ; National Key Basic Research Program of China [2013CB921800, 2014CB848700] ; National Science Fund for Distinguished Young Scholars of China [11425523] ; National Science Fund for Distinguished Young Scholars of China [11425523] ; National Natural Science Foundation of China [11375167, 11227901] ; National Natural Science Foundation of China [11375167, 11227901] ; Strategic Priority Research Program of the CAS [XDB01030400] ; Strategic Priority Research Program of the CAS [XDB01030400] ; Key Research Program of Frontier Sciences of the CAS [QYZDY-SSW-SLH004] ; Key Research Program of Frontier Sciences of the CAS [QYZDY-SSW-SLH004] ; Deutsche Forschungsgemeinschaft [Su 192/24-1] ; Deutsche Forschungsgemeinschaft [Su 192/24-1] ; Qatar National Research Fund (QNRF) under the NPRP Project [7-210-1-032] ; Qatar National Research Fund (QNRF) under the NPRP Project [7-210-1-032] ; Natural Science Foundation of Guangdong Province [2014A030310038] ; Natural Science Foundation of Guangdong Province [2014A030310038] ; National Key Basic Research Program of China [2013CB921800, 2014CB848700] ; National Key Basic Research Program of China [2013CB921800, 2014CB848700] ; National Science Fund for Distinguished Young Scholars of China [11425523] ; National Science Fund for Distinguished Young Scholars of China [11425523] ; National Natural Science Foundation of China [11375167, 11227901] ; National Natural Science Foundation of China [11375167, 11227901] ; Strategic Priority Research Program of the CAS [XDB01030400] ; Strategic Priority Research Program of the CAS [XDB01030400] ; Key Research Program of Frontier Sciences of the CAS [QYZDY-SSW-SLH004] ; Key Research Program of Frontier Sciences of the CAS [QYZDY-SSW-SLH004] ; Deutsche Forschungsgemeinschaft [Su 192/24-1] ; Deutsche Forschungsgemeinschaft [Su 192/24-1] ; Qatar National Research Fund (QNRF) under the NPRP Project [7-210-1-032] ; Qatar National Research Fund (QNRF) under the NPRP Project [7-210-1-032] ; Natural Science Foundation of Guangdong Province [2014A030310038] ; Natural Science Foundation of Guangdong Province [2014A030310038]
WOS类目Physics, Multidisciplinary
引用统计
文献类型期刊论文
条目标识符http://ir.itp.ac.cn/handle/311006/21967
专题理论物理所2017年知识产出
通讯作者Yao, XW (reprint author), Xiamen Univ, Dept Elect Sci, Coll Phys Sci & Technol, Xiamen 361005, Fujian, Peoples R China.; Yao, XW (reprint author), Dahonggou Haydite Mine, Urumqi 831499, Xinjiang, Peoples R China.; Yao, XW (reprint author), Yili Univ, Coll Phys Sci & Technol, Yining 835000, Xinjiang, Peoples R China.
推荐引用方式
GB/T 7714
Yao, XW,Wang, HY,Liao, ZY,et al. Quantum Image Processing and Its Application to Edge Detection: Theory and Experiment[J]. PHYSICAL REVIEW X,2017,7(3):31041.
APA Yao, XW.,Wang, HY.,Liao, ZY.,Chen, MC.,Pan, J.,...&Yao, XW .(2017).Quantum Image Processing and Its Application to Edge Detection: Theory and Experiment.PHYSICAL REVIEW X,7(3),31041.
MLA Yao, XW,et al."Quantum Image Processing and Its Application to Edge Detection: Theory and Experiment".PHYSICAL REVIEW X 7.3(2017):31041.
条目包含的文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Quantum Image Proces(1875KB) 开放获取--请求全文
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Yao, XW]的文章
[Wang, HY]的文章
[Liao, ZY]的文章
百度学术
百度学术中相似的文章
[Yao, XW]的文章
[Wang, HY]的文章
[Liao, ZY]的文章
必应学术
必应学术中相似的文章
[Yao, XW]的文章
[Wang, HY]的文章
[Liao, ZY]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。