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Interactive Image Segmentation Based on Region Merging Using Hierarchical Match Mechanism.
- Source :
- 2012 International Conference on Computer Science & Service System; 1/ 1/2012, p1781-1784, 4p
- Publication Year :
- 2012
-
Abstract
- Image segmentation is to segment an image into disjoint parts. It is a fundamental and challenging task in computer vision. We present an interactive image segmentation method based on region merging. An image is first over-segmented into many super-pixels using bottom-up methods. Then some strokes are manually labeled on the over-segmented image. The strokes give information about object classes occurring in the image. Low-level features of all the super-pixels are extracted. We propose a hierarchical match mechanism to seek similar pairs. The hierarchical match mechanism is exploited in the merging process to improve segmentation performance. Experiments are performed and acceptable results are provided. [ABSTRACT FROM PUBLISHER]
Details
- Language :
- English
- ISBNs :
- 9781467307215
- Database :
- Complementary Index
- Journal :
- 2012 International Conference on Computer Science & Service System
- Publication Type :
- Conference
- Accession number :
- 86605703
- Full Text :
- https://doi.org/10.1109/CSSS.2012.444