分析设计和多相实施技术用于2D数字FIR差分器的分析设计和多相实施技术
Radu Matei1,2, Doru Florin Chiper1,3,4
1Faculty of Electronics, Telecommunications and Information Technology, Gheorghe Asachi Technical University of Iaşi, 700506 Iaşi, Romania.
Sensors (Basel, Switzerland)
|December 17, 2024
概括
这项研究引入了一种新的分析方法,用于设计精确和高效的二维数字FIR分辨器. 拟议的技术增强了高平行度和降低计算复杂度的图像处理.
科学领域:
- 数字信号处理 数字信号处理
- 图像处理 图像处理
背景情况:
- 设计有效的数字区分器对于图像分析至关重要.
- 现有的方法在2D应用中可能缺乏效率或精度.
研究的目的:
- 开发一种用于设计二维数字FIR分辨器的频域分析方法.
- 在区分器的实现中实现高精度,效率和并行性.
主要方法:
- 利用切比舍夫和富里埃数列近似来推导理想微分符的转移函数的三角形多项式.
- 将设计区分器应用于灰度和二进制测试图像.
- 由于差分器的可分离性,提出了使用多相过的高效系统级实施方案.
主要成果:
- 拟议的方法产生了一个非常精确的近似的理想的差分器的转移函数.
- 模拟结果证明了差分器在图像处理任务中的有效性能.
- 多相过实现提供了高并行性和降低了计算复杂性.
结论:
- 开发的2D数字FIR区分器既准确又高效.
- 频域设计方法与多相过相结合,为图像处理应用提供了强大的工具.
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