设计技术和高效多相实现2D圆形形状FIR过器的设计技术和高效多相实施
Doru Florin Chiper1,2,3, Radu Matei1,4
1Faculty of Electronics, Telecommunications and Information Technology, "Gheorghe Asachi" Technical University of Iasi, 700506 Iasi, Romania.
Sensors (Basel, Switzerland)
|August 14, 2025
概括
本研究介绍了一种有效的分析方法,用于设计具有圆频率响应的2D FIR过器. 这种新的方法确保了精确的过器形状,并为信号和图像处理应用提供了计算效率高的实现.
科学领域:
- 数字信号处理 数字信号处理
- 图像处理 图像处理
- 过器的设计设计
背景情况:
- 二维有限冲动响应 (2D FIR) 过器在信号和图像处理中至关重要.
- 设计具有特定频率响应形状的过器的现有方法可能是计算密集的.
- 高斯形的原型波器被广泛使用,但需要高效的转换,以获得所需的频率响应.
研究的目的:
- 开发一种新的分析方法,以高效设计具有圆形频率响应的2D FIR过器.
- 为了展示这些过器在图像分解和重建中的应用.
- 为设计过器提出一个计算效率高的实施策略.
主要方法:
- 使用富里埃数列扩展的高斯式原型过器.
- 导出1D到2D频率转换来创建圆过器响应.
- 设计一个2D统一的过器银行用于图像子频段分解和重建.
- 使用多相和块过方法实现过器.
主要成果:
- 成功设计的2D FIR过器具有准确的圆频率响应和最小的扭曲.
- 证明了设计的圆式过器银行用于图像分析和合成的有效性.
- 通过拟议的并行实施策略,实现了显著的计算复杂性降低.
结论:
- 拟议的分析方法提供了一种有效和准确的方法来设计定向,圆形状的2D FIR过器.
- 开发的过器银行对于图像分解和重建任务是有效的.
- 多相和块过的实现提供了相对于现有方法的大量计算优势.
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