Multiscale Image Representations through Integro-Differential Equations
Speaker:
Prashant Athavale, The Fields Institute and University of Toronto
Date and Time:
Friday, May 11, 2012 - 3:30pm to 4:30pm
Location:
Fields Institute, Stewart Library
Abstract:
In this talk we will discuss various aniosotropic PDEs methods for applications to image processing. We will then discuss integro-differential equations inspired from (BV, L^2) and (BV, L^1) decompositions. Although, the original motivation came from a variational approach, the resulting IDEs can be extended using standard techniques from PDE-based image processing. We use filtering, edge preserving and tangential smoothing to yield a family of modified IDE models with applications to image denoising and image deblurring problems.