Title :
Resampling and reconstruction with fractal interpolation functions
Author :
Price, Jeffery R. ; Hayes, Monson H., III
Author_Institution :
Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
An alternative form of the fractal interpolation function (FIF)-previously unmentioned in the signal processing literature-is noted. This form highlights a simple relationship between fractal and linear interpolation. Using this relationship, many FIF problems can be reduced to a matrix/vector expression. This expression provides a more powerful way to employ the FIF for interpolation and permits its adaptation for reconstruction. Additionally, the alternate form of the FIF allows the construction of fractal functions whose piecewise integrals match observed data.
Keywords :
fractals; integral equations; interpolation; matrix algebra; signal reconstruction; signal sampling; fractal interpolation functions; linear interpolation; matrix/vector expression; piecewise integrals; signal processing; signal reconstruction; signal resampling; Data visualization; Equations; Fractals; Image processing; Image reconstruction; Interpolation; Sampling methods; Signal mapping; Signal processing; Vectors;
Journal_Title :
Signal Processing Letters, IEEE