Review of some top algorithms in patch-based image processing

Speaker: 
Kunal Chaudhury - Princeton University
Date: 
Jan 24 2014 - 3:00pm
Event type: 
IDeAS
Room: 
110 Fine Hall
Abstract: 

In this talk, I will review some of the top "patch-based" algorithms in image processing (image denoising in particular). By patch-based algorithms, one refers to algorithms that work by exploiting the correlation that usually exists between small patches (group of pixels) in natural images. I will review the basic intuition and principle behind some of the notable algorithms in this class that undoubtedly qualify as state-of-the-art methods in image denoising.