| Title: | multiscale detection of salient regions |
| Author: | Wei Jiao
; Peng Qi-Min
; Lv Wen-Xian
; Huang Wen-Jing
|
| Source: | 2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009
|
| Conference Name: | 2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009
|
| Conference Date: | 43976
|
| Issued Date: | 2009
|
| Conference Place: | Xian, China
|
| Keyword: | Feature extraction
; Industrial electronics
|
| Publish Place: | United States
|
| Indexed Type: | EI
|
| ISBN: | 9781424428007
|
| Department: | (1) Graduate University of Chinese Academy of Sciences, Beijing, China; (2) National Key Laboratory of Integrated Information System Technology, Institute of Software, Chinese Academy of Sciences, Beijing, China
|
| English Abstract: | An algorithm of multiscale salient region detection with precise boundaries is presented. Most of the existing salient region detection algorithms can only get position of salient regions in certain scale while no precise boundaries to distinguish them from background, so they are seldom useful for subsequent tasks such as feature extracting. Based on multiscale segmentation, the proposed algorithm is implemented as a bottom-up processing procedure. Global salient measurement is used to measure the visual stimulation of a region. Salient regions are preserved as seed nodes to the upper layer while the rest are merged together. With region merging, a salient region will be detected in a certain layer according to its scale. The position and precise boundary of a salient region can be detected simultaneously. Experiments demonstrate the validity of the algorithm. © 2009 IEEE. |
| Content Type: | 会议论文
|
| URI: | http://ir.iscas.ac.cn/handle/311060/8440
|
| Appears in Collections: | 综合信息系统技术国家级重点实验室 _会议论文
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| Recommended Citation: | |
Wei Jiao,Peng Qi-Min,Lv Wen-Xian,et al. multiscale detection of salient regions[C]. 见:2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009. Xian, China. 43976.
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