Back to Search Start Over

Interactive Image Segmentation Based on Region Merging Using Hierarchical Match Mechanism.

Authors :
Zhou, Chongbo
Liu, Chuancai
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