Fractal Image Generation and Coding

Abstract:

        Fractals have been intriguing objects. Starting as
pathological figure to mathematical curiosities, they have finally
found applications across a number of disciplines.  In this project we
concentrate on a specific class of fractals which arise as attractors
of certain dynamical systems, the so called IFS fractals.

        In this project, we first investigated the mathematical basis
underlying IFS fractals and their generalizations to PIFS, RIFS, PAA
fractals. We then looked at their applications to Image Generation and
Coding. We analyzed/implemented some popular IFS/PIFS based Fractal
Image Coding schemes, in the process integrating them into one design
framework. 

        Currently we are exploring some ideas towards improving such
schemes mainly with respect to two performance criteria - time of
encoding & fidelity of encoding. We are also looking at some
theoretical issues like the (eventual) contractivity of a PIFS,
distortion metrics, reduced dimension encoding etc.
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