Digital affine shear filter banks with 2-layer structure

IF 10.8 1区计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE

IEEE Transactions on Image Processing Pub Date : 2017-07-01 DOI:10.1109/SAMPTA.2017.8024369

Zhihua Che, X. Zhuang

引用次数: 6

Abstract

Affine shear tight frames with 2-layer structure are introduced. Characterizations and constructions of smooth affine shear tight frames with 2-layer structure are provided. Digital affine shear banks with 2-layer structure are then constructed. The implementation of digital affine shear transforms using the transition and subdivision operators are given. Numerical experiments on image denoising demonstrate the advantage of our digital affine shear filter banks with 2-layer structure.

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两层结构的数字仿射剪切滤波器组

介绍了两层结构仿射剪切紧框架。给出了两层结构光滑仿射剪切紧框架的表征和构造。然后构造了两层结构的数字仿射剪切库。给出了用变换算子和细分算子实现数字仿射剪切变换的方法。图像去噪的数值实验证明了我们的2层结构数字仿射剪切滤波器组的优越性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

IEEE Transactions on Image Processing 工程技术-工程：电子与电气

CiteScore

20.90

自引率

6.60%

发文量

774

审稿时长

7.6 months

期刊介绍： The IEEE Transactions on Image Processing delves into groundbreaking theories, algorithms, and structures concerning the generation, acquisition, manipulation, transmission, scrutiny, and presentation of images, video, and multidimensional signals across diverse applications. Topics span mathematical, statistical, and perceptual aspects, encompassing modeling, representation, formation, coding, filtering, enhancement, restoration, rendering, halftoning, search, and analysis of images, video, and multidimensional signals. Pertinent applications range from image and video communications to electronic imaging, biomedical imaging, image and video systems, and remote sensing.