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Design of FIR Filters for Fast Multiscale Directional Filter Banks

초록

영어

Fast multiscale directional filter bank (FMDFB) is a multiscale image representation scheme that is suitable for several image processing applications such as image denoising, texture retrieval, and pattern recognition. It is constructed using the iterative filter structures namely Laplacian pyramid and directional filter bank. In this paper, we present the method for designing the FIR filters required to construct FMDFB. Also, we demonstrate the perfect reconstruction and critically sampled property of FMDFB.

목차

Abstract
 1. Introduction
 2. Fast Multiscale Directional Filter Banks
  2.1. Laplacian Pyramid
  2.2. Directional Filter Bank
 3. Design of FMDFB Filters
  3.1 Design of Laplacian Pyramid Filters
  3.2 Design of Directional Filter Bank Filters
  3.3 Smoothening Filters
 4. Experimental Results and Discussion
 4.1. Discussion
 5. Conclusion
 References

저자정보

  • Epiphany Jebamalar Leavline Department of ECE, Bharathidasan Institute of Technology, Anna University, Tiruchirappalli – 620 024, India
  • Shunmugam Sutha Department of EEE, University College of Engineering, Dindigul – 624 622, India

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