CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 11049 > Article
Paper
22 March 2019 A weight calculation method for multiscale normalized cut image segmentation
Koya Kato, Kazu Mishiba, Katsuya Kondo
Author Affiliations +
Proceedings Volume 11049, International Workshop on Advanced Image Technology (IWAIT) 2019; 110492J (2019) https://doi.org/10.1117/12.2522575
Event: 2019 Joint International Workshop on Advanced Image Technology (IWAIT) and International Forum on Medical Imaging in Asia (IFMIA), 2019, Singapore, Singapore
Abstract
In this paper, we propose a weight calculation method to solve a problem of Multiscale Normalized Cut (MNCut) image segmentation. Since Multiscale is incorporated with various information, robust segmentation results can be expected for various RGB images. However, MNCut has a problem that if the foreground or background is separated into two or more regions, they may be classified into different labels. To solve this problem, we use Matting Laplacian2 for edge weight calculation. In the experimental results, the proposed method obtained the results closer to the ground truth.
© (2019) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Koya Kato, Kazu Mishiba, and Katsuya Kondo "A weight calculation method for multiscale normalized cut image segmentation", Proc. SPIE 11049, International Workshop on Advanced Image Technology (IWAIT) 2019, 110492J (22 March 2019); https://doi.org/10.1117/12.2522575
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
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
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 6 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Image segmentation
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top