Image segmentation using minimal graph cuts
Date
2006
Authors
Eriksson, A.
Barr, O.
Astrom, K.
Editors
Advisors
Journal Title
Journal ISSN
Volume Title
Type:
Conference paper
Citation
SSBA 2006: Swedish Symposium on Image Analysis, Umea, Sweden, March, 2006.
Statement of Responsibility
Anders P. Eriksson, Olof Barr and Kalle Astrom
Conference Name
Swedish Symposium on Image Analysis (2006 : Umea, Sweden)
Abstract
We present a novel technique for simultaneous segmentaion and classification of image partitions using graph cuts. By combining existing image segmentation approaches with simple learning techniques we manage to include prior knowledge into this visual grouping process. This has resulted in a method that partitions images into two parts based on previously seen example segmentations. Prelimininary results are also presented in support of our suggested approach.