Differences between revisions 9 and 10
 ⇤ ← Revision 9 as of 2007-06-20 21:25:45 → Size: 1892 Editor: bmb24 Comment: ← Revision 10 as of 2007-06-21 19:56:16 → ⇥ Size: 1890 Editor: bmb24 Comment: Deletions are marked like this. Additions are marked like this. Line 6: Line 6: params = filt_btwo(e, freql, freqh, value) output = filt_btwo(image, freql, freqh, value) Line 9: Line 9: e:: input image (can be either real or Fourier) image:: input image (can be either real or Fourier) Line 17: Line 17: params:: output - filtered image. Output image is real when input image is real or Fourier when input image is Fourier output:: filtered image. Output image is real when input image is real or Fourier when input image is Fourier

# Name

filt_btwo - Butterworth homomorphic Fourier filter

# Usage

output = filt_btwo(image, freql, freqh, value)

## Input

image
input image (can be either real or Fourier)
freql
low - stop-band frequency
freqh
high - pass-band frequency
value
value of the filter at zero freqeuncy
• Numerical parameters are (unless otherwise noted) in [:absolute_frequency_units:absolute frequency units] `f_a` and their valid range is ]0:0.5].

## Output

output
filtered image. Output image is real when input image is real or Fourier when input image is Fourier

# Method

Fourier transform of the input image is multiplied by a radially symmetric filter:

• `1-(1-value)**B(f)`

• where `B(f)` is the Butterworth filter

Value of ORDER determines the filter falloff and RAD corresponds to the cut-off frequency. RAD and ORDER are calculated from the parameters specified by the user using following equations:

• `ORDER = [2*log((eps)/sqrt(a^2-1))]/[log((low)/(high))]`

where low and high are the pass-band and stop-band frequencies, respectively, and parameters eps and a are set to 0.882 and 10.624, respectively. Note values of the filter B(f) deviate from 1.0 at frequency low by about 0.2 and from 0.0 at frequency high by about 0.09 (for a low-pass filter.)

# Reference

Gonzalez, R. F., Woods, R. E., 2002. Digital Image Processing. Prentice Hall, Upper Saddle River, NJ.

Pawel A. Penczek

category 1
FILTER
category 2
FOURIER

filter.py

# Maturity

stable
works for most people, has been tested; test cases/examples available.

# Bugs

None. It is perfect.

filt_btwo (last edited 2013-07-01 13:12:56 by localhost)