Title :
The Mumford-Shah digital filter pair (MS-DFP) and applications
Author_Institution :
Sch. of Math., Minnesota Univ., Minneapolis, MN, USA
Abstract :
We present a novel coupled filter pair for denoising, segmentation, and inpainting, based on the well known Mumford-Shah image model. Our self-contained digital extension to a general graph domain makes it possible to cheaply and universally benefit from this conventionally expensive yet very powerful image model.
Keywords :
adaptive filters; digital filters; image denoising; image segmentation; Mumford-Shah image model; coupled filter pair; denoising; general graph domain; inpainting; segmentation; self-contained digital extension; Computer applications; Detectors; Digital filters; Histograms; Image edge detection; Mathematical model; Mathematics; Noise reduction; Signal processing; Statistics;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1040084
