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Image Fourier Transform Faisal Farooq Q: How many signal processing engineers does it take to change a light bulb? A: Three. One to Fourier transform the.

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Presentation on theme: "Image Fourier Transform Faisal Farooq Q: How many signal processing engineers does it take to change a light bulb? A: Three. One to Fourier transform the."— Presentation transcript:

1 Image Fourier Transform Faisal Farooq Q: How many signal processing engineers does it take to change a light bulb? A: Three. One to Fourier transform the light bulb, one to apply a complex exponential rotational shifting operator, and one to inverse transform the removed light bulb

2 What is frequency domain analysis ? Analyzes the signals in the frequency space. Primarily involves interpreting the spectrum.

3 What are the techniques?  Fourier Series  Fourier Transforms  Discrete Cosine Transform

4 Fourier Series A Fourier Series is an expansion of a periodic function f(x) in terms of an infinite sum of sines and cosines. Every periodic function can be represented as a sum of sine and cosine components. Why? Trust me!!!

5 Examples

6 Fourier Transform

7  Energy Map  Frequency Map  Log(Abs(FT)), Why?  Demo Representation Don’t just trust me!

8 Document Images and FT

9 Matlab Demos  1D Signal Spectrum interpretation  1D Signal Filtering  2D Signal Spectrum interpretation  2D Signal Filtering

10 Discrete Cosine Transform  Similar to Fast Fourier Transform(FFT)  Note: FT = N 2, FFT = NlgN Read Up! Next: Hough Transform and Moments Thank You!


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