Revision as of 07:07, 10 October 2014 by Kim708 (Talk | contribs)

OUTLINE

1. Introduction

2. Theory

3. Example

4. Conclusion

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Introduction

Upsampling is the process of increasing sampling rate.


Block.jpg


Theory
Upsampling in the frequency domain

  Theroy.jpg       or           CodeCogsEqn.jpg




Graph1.jpg

Graph2.jpg

Graph3.jpg


Example

Upsampling rate D = 2


Here is the sampled signal.

Graphex.jpg

Upsampling rate D = 2 is applied.

Graphex2.jpg

Low-Pass filter of cutoff π/2, gain 2 is applied.

Graphex3.jpg

Final upsampled signal

Graphex5.jpg

Conclusion

Alumni Liaison

Ph.D. on Applied Mathematics in Aug 2007. Involved on applications of image super-resolution to electron microscopy

Francisco Blanco-Silva