Combining co-training and co-testing for interactive image segmentation

Wang, Liantao, Hu, Xuelei and Lu, Jianfeng (2012). Combining co-training and co-testing for interactive image segmentation. In: Proceedings of the 2012 International Conference on Industrial Control and Electronics Engineering ICICEE 2012. 2012 International Conference on Industrial Control and Electronics Engineering (ICICEE), Xi'an, China, (596-599). 23-25 August 2012. doi:10.1109/ICICEE.2012.162


Author Wang, Liantao
Hu, Xuelei
Lu, Jianfeng
Title of paper Combining co-training and co-testing for interactive image segmentation
Conference name 2012 International Conference on Industrial Control and Electronics Engineering (ICICEE)
Conference location Xi'an, China
Conference dates 23-25 August 2012
Proceedings title Proceedings of the 2012 International Conference on Industrial Control and Electronics Engineering ICICEE 2012
Place of Publication Piscataway, NJ, United States
Publisher IEEE
Publication Year 2012
Sub-type Fully published paper
DOI 10.1109/ICICEE.2012.162
ISBN 9781467314503
9780769547923
Start page 596
End page 599
Total pages 4
Collection year 2013
Language eng
Abstract/Summary This paper presents an elastic framework with human interactions for image segmentation. Under this framework, we extract color and texture features for each pixel and consider them as two independent views. Based on pixel classification, the image segmentation can be accomplished through combining multi-view semi-supervised and active learning with human interactions. Experiments on various color images show the feasibility and effectiveness of our framework.
Keyword Multi-view learning
Co-training
Co-testing
Interactive image segmentation
Q-Index Code E1
Q-Index Status Provisional Code
Institutional Status Non-UQ

 
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Created: Mon, 16 Dec 2013, 22:37:30 EST by Xuelei Hu on behalf of School of Information Technol and Elec Engineering