详细信息

Simultaneous Decompositions of Two Sets of Five Quaternion Tensors and Applications in Color Videos Processing  ( SCI-EXPANDED收录)  

文献类型:期刊文献

英文题名:Simultaneous Decompositions of Two Sets of Five Quaternion Tensors and Applications in Color Videos Processing

作者:He, Zhuo-Heng[1,2,3];Jiang, Yu-Fei[1];Deng, Mei-Ling[4];Yu, Shao-Wen[5]

机构:[1]Shanghai Univ, Sino European Sch Technol, Shanghai 200444, Peoples R China;[2]Shanghai Univ, Dept Math, Shanghai 200444, Peoples R China;[3]Shanghai Univ, Newtouch Ctr Math, Shanghai 200444, Peoples R China;[4]Univ Nevada, Dept Math & Stat, Reno, NV 89557 USA;[5]East China Univ Sci & Technol, Sch Math, Shanghai 200237, Peoples R China

年份:2026

卷号:14

期号:9

外文期刊名:MATHEMATICS

收录:;WOS:【SCI-EXPANDED(收录号:WOS:001763837700001)】;

基金:This research is supported by the National Natural Science Foundation of China [grant numbers 12271338, 12371023] and Shanghai Oriental Talent Program (Youth Program).

语种:英文

外文关键词:tensor decomposition; quaternion algebra; Einstein product; simultaneous decomposition; color video encryption; tensor quintuples

摘要:This paper extends the theory of equivalence canonical forms from quaternion matrices to quaternion tensors under the Einstein product. Motivated by recent results on the simultaneous decomposition of two specific configurations of five quaternion matrices, we establish a comprehensive framework for the corresponding configurations of five quaternion tensors. The core approach leverages bijective transformation maps that establish isomorphisms between quaternion tensor spaces and matrix spaces, allowing us to systematically construct invertible transformation tensors that simultaneously reduce the given tensor quintuples to canonical forms consisting solely of binary entries (0 and 1). A detailed structural analysis of the resulting canonical tensor forms is provided, including explicit dimension formulas for all identity blocks derived from precise rank conditions. To demonstrate practical utility, we integrate the proposed tensor decomposition with the discrete wavelet transform to construct a color video encryption and decryption system. Experimental results confirm perfect reconstruction (PSNR exceeding 300 dB, SSIM equal to 1) and strong security performance: NPCR of 49.8%, UACI of 49.6%, information entropy of 0.9986 bits per pixel, adjacent pixel correlation below 0.03 in absolute value, and a key space exceeding 2(512). The developed theory significantly extends the existing literature on quaternion tensor decompositions and provides powerful tools for multidimensional signal processing.

参考文献:

正在载入数据...

版权所有©华东理工大学 重庆维普资讯有限公司 渝B2-20050021-7 
渝公网安备 50019002500408号 违法和不良信息举报中心