From Pixels to Region : A Salient Region Detection Algorithm for Location-Quantification Image
Joint Authors
Zhang, Mengmeng
Wang, Jian
Zhou, Huan
Liu, Zhi
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-01-29
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
Image saliency detection has become increasingly important with the development of intelligent identification and machine vision technology.
This process is essential for many image processing algorithms such as image retrieval, image segmentation, image recognition, and adaptive image compression.
We propose a salient region detection algorithm for full-resolution images.
This algorithm analyzes the randomness and correlation of image pixels and pixel-to-region saliency computation mechanism.
The algorithm first obtains points with more saliency probability by using the improved smallest univalue segment assimilating nucleus operator.
It then reconstructs the entire saliency region detection by taking these points as reference and combining them with image spatial color distribution, as well as regional and global contrasts.
The results for subjective and objective image saliency detection show that the proposed algorithm exhibits outstanding performance in terms of technology indices such as precision and recall rates.
American Psychological Association (APA)
Zhang, Mengmeng& Liu, Zhi& Zhou, Huan& Wang, Jian. 2014. From Pixels to Region : A Salient Region Detection Algorithm for Location-Quantification Image. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-501185
Modern Language Association (MLA)
Zhang, Mengmeng…[et al.]. From Pixels to Region : A Salient Region Detection Algorithm for Location-Quantification Image. Mathematical Problems in Engineering No. 2014 (2014), pp.1-7.
https://search.emarefa.net/detail/BIM-501185
American Medical Association (AMA)
Zhang, Mengmeng& Liu, Zhi& Zhou, Huan& Wang, Jian. From Pixels to Region : A Salient Region Detection Algorithm for Location-Quantification Image. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-501185
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-501185