Abstract
The quaternion linear canonical transform (QLCT) has been investigated and used for many years by various research communities; it has been shown to be a powerful tool for signal processing. In this paper, a novel canonical convolution operator and a related correlation operator for QLCT are proposed. Moreover, based on the proposed operators, the corresponding generalized convolution, correlation and product theorems are studied.
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Koc, A., Ozaktas, H.M., Candan, C., Alper Kutay, M.: Digital computation of linear canonical transforms. IEEE Trans. Signal Process. 56(6), 2383–2394 (2008)
Wei, D.Y., Ran, Q.W., Li, Y.M.: A convolution and correlation theorem for the linear canonical transform and its application. Circuits Syst. Signal Process. 31(1), 301–312 (2012)
Zhao, J., Tao, R., Wang, Y.: Multi-channel filter banks associated with linear canonical transform. Signal Process. 93(4), 695–705 (2013)
Li, Y.C., Zhang, F., Li, Y.B., Tao, R.: Application of linear canonical transform correlation for detection of linear frequency modulated signals. IET Signal Process. 10(4), 351–358 (2016)
Guo, Y., Li, B.Z.: Blind image watermarking method based on linear canonical wavelet transform and QR decomposition. IET Signal Process. 10(10), 773–786 (2016)
Xu, S.Q., Li, F., Yi, C., He, Y.G.: Analysis of A-stationary random signals in the linear canonical transform domain. Signal Process. 146, 126–132 (2018)
Zhao, J., Tao, R., Li, Y.L., Wang, Y.: Uncertainty principles for linear canonical transform. IEEE Trans. Signal Process. 57(7), 2856–2858 (2009)
Wei, D.Y., Li, Y.M.: Sampling and series expansion for linear canonical transform. Signal Image Video Process. 8(6), 1095–1101 (2014)
Huo, H.Y., Sun, W.C.: Sampling theorems and error estimates for random signals in the linear canonical transform domain. Signal Process. 111, 31–38 (2015)
Feng, Q., Li, B.Z.: Convolution and correlation theorems for the two-dimensional linear canonical transform and its applications. IET Signal Process. 10(2), 125–132 (2016)
Huo, H.Y.: A new convolution theorem associated with the linear canonical transform. Signal Image Video Process. 13, 127–133 (2018)
Urynbassarova, D., Li, B.Z., Tao, R.: Convolution and correlation theorems for Wigner–Ville distribution associated with the offset linear canonical transform. Opt. Int. J. Light Electron Opt. 157, 455–466 (2018)
Wei, D.Y.: New product and correlation theorems for the offset linear canonical transform and its applications. Opt. Int. J. Light Electron Opt. 164, 243–253 (2018)
Ell, T.A., Sangwine, S.J.: Hypercomplex Fourier transforms of color images. IEEE Trans. Image Process. 16(1), 22–35 (2007)
Xu, G.L., Tong, W.X., Gang, X.X.: Fractional quaternion Fourier transform, convolution and correlation. Signal Process. 88(10), 2511–2517 (2008)
Kou, K.I., Ou, J.Y., Morais, J.: On uncertainty principle for quaternionic linear canonical transform. In: Abstract and Applied Analysis, vol. 2013, Article ID 725952 (2013)
Kou, K.I., Morais, J.: Asymptotic behaviour of the quaternion linear canonical transform and the Bochner–Minlos theorem. Appl. Math. Comput. 247, 675–688 (2014)
Akila, L., Roopkumar, R.: Multidimensional quaternionic Gabor transforms. Appl. Math. Comput. 26(3), 985–1011 (2016)
Fletcher, P., Sangwine, S.J.: The development of the quaternion wavelet transform. Signal Process. 136, 2–15 (2017)
Kou, K.I., Ou, J.Y., Morais, J.: Uncertainty principles associated with quaternionic linear canonical transforms. Math. Methods Appl. Sci. 39(10), 2722–2736 (2016)
Zhang, Y.N., Li, B.Z.: Novel uncertainty principles for two-sided quaternion linear canonical transform. Adv. Appl. Clifford Algebras 28(1), 15 (2018)
Bahri, M., Ashino, R.: Two-dimensional quaternion linear canonical transform: properties, convolution, correlation, and uncertainty principle. J. Math. 2019, Article ID 1062979 (2019)
Bahri, M., Ashino, R.: A convolution theorem related to quaternion linear canonical transform. In: Abstract and Applied Analysis, vol. 2019, Article ID 3749387 (2019)
Pei, S.C., Ding, J.J.: Relations between fractional operations and time-frequency distributions, and their applications. IEEE Trans. Signal Process. 49(8), 1638–1655 (2001)
Wei, D.Y., Ran, Q.W., Li, Y.M., Ma, J., Tan, L.Y.: A convolution and product theorem for the linear canonical transform. IEEE Signal Process. Lett. 16(10), 853–856 (2009)
Singh, A.K., Saxena, R.: On convolution and product theorems for FRFT. Wirel. Pers. Commun. 65(1), 189–201 (2012)
Shi, J., Liu, X.P., Zhang, N.T.: Generalized convolution and product theorems associated with linear canonical transform. Signal Image Video Process. 8(5), 967–974 (2014)
Feng, Q., Wang, R.B.: Fractional convolution, correlation theorem and its application in filter design. Signal Image Video Process. 14, 351–358 (2019)
Hamilton, W.R.: Elements of Quaternions. Longmans green, London (1866)
Bahri, M., Ashino, R.: A simplified proof of uncertainty principle for quaternion linear canonical transform. In: Abstract and Applied Analysis, vol. 2016(6), pp. 1–11 (2016)
Acknowledgements
This work is supported by the National Natural Science Foundation of China (No. 61671063) and the Foundation for Innovative Research Groups of the National Natural Science Foundation of China (No. 61421001).
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Li, ZW., Gao, WB. & Li, BZ. A new kind of convolution, correlation and product theorems related to quaternion linear canonical transform. SIViP 15, 103–110 (2021). https://doi.org/10.1007/s11760-020-01728-x
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DOI: https://doi.org/10.1007/s11760-020-01728-x