Nonlinear vector-valued diffusions with application to texture segmentation

Xiaogang Dong; Ilya Pollak

doi:10.1117/12.615318

30 August 2005 Nonlinear vector-valued diffusions with application to texture segmentation

Xiaogang Dong, Ilya Pollak

Proceedings Volume 5916, Mathematical Methods in Pattern and Image Analysis; 591602 (2005) https://doi.org/10.1117/12.615318
Event: Optics and Photonics 2005, 2005, San Diego, California, United States

Abstract

We present a multiscale region-merging segmentation algorithm based on nonlinear diffusion equations. The algorithm is applicable to vector-valued images such as color images, or feature images obtained by pre-processing a texture image. The algorithm is experimentally shown to provide accurate segmentations for texture images.

Citation Download Citation

Xiaogang Dong and Ilya Pollak "Nonlinear vector-valued diffusions with application to texture segmentation", Proc. SPIE 5916, Mathematical Methods in Pattern and Image Analysis, 591602 (30 August 2005); https://doi.org/10.1117/12.615318

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available