Quantum Geometric Transformation Based on QIRHSI Quantum Color images

被引:2
|
作者
Song, Xianhua [1 ]
Chen, Guanglong [2 ]
Abd El-Latif, Ahmed A. [3 ,4 ]
Wani, Mudasir Ahmad [3 ]
Abd-El-Atty, Bassem [5 ]
机构
[1] Harbin Univ Sci & Technol, Sch Sci, Harbin 150080, Peoples R China
[2] Lanzhou Univ, Sch Math & Stat, Lanzhou 730000, Peoples R China
[3] Prince Sultan Univ, Coll Comp & Informat Sci, EIAS Data Sci Lab, Riyadh 11586, Saudi Arabia
[4] Menoufia Univ, Fac Sci, Dept Math & Comp Sci, Shibin Al Kawm 6131567, Egypt
[5] Luxor Univ, Fac Comp & Informat, Dept Comp Sci, Luxor 85957, Egypt
关键词
Quantum computing; Image color analysis; Image representation; Qubit; Quantum entanglement; Logic gates; Probabilistic logic; Quantum computation; quantum image representation; quantum geometric transformation; quantum circuit; complexity; FOURIER-TRANSFORM; REPRESENTATION; ENCRYPTION; ALGORITHM; IMPLEMENTATION; WATERMARKING; REALIZATION; NEQR;
D O I
10.1109/ACCESS.2023.3247507
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The negative effects caused by geometric distortion can be removed to the maximum extent possible through appropriate geometric transformations, allowing us to focus on the image content itself in subsequent processing and recognition. Therefore, geometric transformations are often used as a pre-processing step for other image processing applications. In this paper, quantum algorithms are designed to implement geometric transformations, including two-point swapping, circular translation, flipping transformations and right-angle rotation, across a quantum image representation QIRHSI (Quantum Image Representation based on HSI color space) which is built on HSI (Hue-Saturation-Intensity) color space. The above geometric transformations are realized by quantum circuits composed of elementary quantum gates. By analyzing the complexity of the fundamental quantum gates needed for the above geometric transformations, it is found that the global transformations (circular translation, flip transformation and right-angle rotation) are lower than the local transformation (two-point swapping). The proposed geometric transforms are used to facilitate the applications of quantum images with low complexity and high efficiency.
引用
收藏
页码:21883 / 21899
页数:17
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