Translator Disclaimer
Open Access Paper
17 September 2005 Morphological component analysis
Author Affiliations +
Proceedings Volume 5914, Wavelets XI; 59140Q (2005) https://doi.org/10.1117/12.615237
Event: Optics and Photonics 2005, 2005, San Diego, California, United States
Abstract
The Morphological Component Analysis (MCA) is a a new method which allows us to separate features contained in an image when these features present different morphological aspects. We show that MCA can be very useful for decomposing images into texture and piecewise smooth (cartoon) parts or for inpainting applications. We extend MCA to a multichannel MCA (MMCA) for analyzing multispectral data and present a range of examples which illustrates the results.
© (2005) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
J.-L. Starck, Y. Moudden, J. Bobin, M. Elad, and D. L. Donoho "Morphological component analysis", Proc. SPIE 5914, Wavelets XI, 59140Q (17 September 2005); https://doi.org/10.1117/12.615237
PROCEEDINGS
15 PAGES


SHARE
Advertisement
Advertisement
Back to Top