TY - JOUR
T1 - Wigner distribution associated with linear canonical transform of generalized 2-D analytic signals
AU - Chen, Jian Yi
AU - Li, Bing Zhao
N1 - Publisher Copyright:
© 2024 Elsevier Inc.
PY - 2024/6
Y1 - 2024/6
N2 - Analytic complex signals find numerous applications in image and signal processing community. This article focuses on the discussion and definitions of three generalized two-dimensional (2-D) analytic signals (GASs). It begins by explaining the parametric Hilbert transform (PHT) and parametric Riesz transform (PRT), derived from analyzing the irrotational and solenoidal vector fields, respectively. Furthermore, the article explores the four-dimensional Wigner distributions associated with the linear canonical transform (WDLs) for these GASs. Finally, the advantages of these GASs are demonstrated through their application in envelope detection, and highlighting these WDLs potential for feature extraction. This article provides valuable insights into the field of 2-D analytic signals and their applications in various domains.
AB - Analytic complex signals find numerous applications in image and signal processing community. This article focuses on the discussion and definitions of three generalized two-dimensional (2-D) analytic signals (GASs). It begins by explaining the parametric Hilbert transform (PHT) and parametric Riesz transform (PRT), derived from analyzing the irrotational and solenoidal vector fields, respectively. Furthermore, the article explores the four-dimensional Wigner distributions associated with the linear canonical transform (WDLs) for these GASs. Finally, the advantages of these GASs are demonstrated through their application in envelope detection, and highlighting these WDLs potential for feature extraction. This article provides valuable insights into the field of 2-D analytic signals and their applications in various domains.
KW - Generalized analytic signal
KW - Linear canonical transform
KW - Parametric Hilbert transform
KW - Parametric Riesz transform
KW - Wigner-Ville distribution
UR - http://www.scopus.com/inward/record.url?scp=85188920783&partnerID=8YFLogxK
U2 - 10.1016/j.dsp.2024.104481
DO - 10.1016/j.dsp.2024.104481
M3 - Article
AN - SCOPUS:85188920783
SN - 1051-2004
VL - 149
JO - Digital Signal Processing: A Review Journal
JF - Digital Signal Processing: A Review Journal
M1 - 104481
ER -